[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery

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Files (865)

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery

865 files • 32.66 GB

10 - NLP Fundamentals in TensorFlow

68 files • 3.87 GB

016 Visualising our model's learned word embeddings with TensorFlow's projector tool.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/016 Visualising our model's learned word embeddings with TensorFlow's projector tool.mp4

292.27 MB

015 Model 1 Building, fitting and evaluating our first deep model on text data.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/015 Model 1 Building, fitting and evaluating our first deep model on text data.mp4

210.86 MB

009 Setting up a TensorFlow TextVectorization layer to convert text to numbers.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/009 Setting up a TensorFlow TextVectorization layer to convert text to numbers.mp4

203.48 MB

019 Model 3 Building, fitting and evaluating a GRU-cell powered RNN.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/019 Model 3 Building, fitting and evaluating a GRU-cell powered RNN.mp4

170.75 MB

027 Fixing our data leakage issue with model 7 and retraining it.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/027 Fixing our data leakage issue with model 7 and retraining it.mp4

169.82 MB

020 Model 4 Building, fitting and evaluating a bidirectional RNN model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/020 Model 4 Building, fitting and evaluating a bidirectional RNN model.mp4

168.67 MB

018 Model 2 Building, fitting and evaluating our first TensorFlow RNN model (LSTM).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/018 Model 2 Building, fitting and evaluating our first TensorFlow RNN model (LSTM).mp4

167.43 MB

006 Becoming one with the data and visualising a text dataset.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/006 Becoming one with the data and visualising a text dataset.mp4

162.87 MB

014 Creating a function to track and evaluate our model's results.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/014 Creating a function to track and evaluate our model's results.mp4

151.7 MB

011 Creating an Embedding layer to turn tokenised text into embedding vectors.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/011 Creating an Embedding layer to turn tokenised text into embedding vectors.mp4

137.69 MB

031 Downloading a pretrained model and preparing data to investigate predictions.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/031 Downloading a pretrained model and preparing data to investigate predictions.mp4

132.02 MB

002 Introduction to Natural Language Processing (NLP) and Sequence Problems.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/002 Introduction to Natural Language Processing (NLP) and Sequence Problems.mp4

125.31 MB

021 Discussing the intuition behind Conv1D neural networks for text and sequences.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/021 Discussing the intuition behind Conv1D neural networks for text and sequences.mp4

121.43 MB

028 Comparing all our modelling experiments evaluation metrics.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/028 Comparing all our modelling experiments evaluation metrics.mp4

117.43 MB

034 Understanding the concept of the speedscore tradeoff.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/034 Understanding the concept of the speedscore tradeoff.mp4

112.59 MB

029 Uploading our model's training logs to TensorBoard and comparing them.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/029 Uploading our model's training logs to TensorBoard and comparing them.mp4

111.16 MB

004 The typical architecture of a Recurrent Neural Network (RNN).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/004 The typical architecture of a Recurrent Neural Network (RNN).mp4

108.85 MB

030 Saving and loading in a trained NLP model with TensorFlow.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/030 Saving and loading in a trained NLP model with TensorFlow.mp4

105.91 MB

026 Model 7 Building, training and evaluating a transfer learning model on 10% data.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/026 Model 7 Building, training and evaluating a transfer learning model on 10% data.mp4

102.44 MB

024 Model 6 Building, training and evaluating a transfer learning model for NLP.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/024 Model 6 Building, training and evaluating a transfer learning model for NLP.mp4

100.31 MB

010 Mapping the TextVectorization layer to text data and turning it into numbers.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/010 Mapping the TextVectorization layer to text data and turning it into numbers.mp4

98.91 MB

017 High-level overview of Recurrent Neural Networks (RNNs) + where to learn more.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/017 High-level overview of Recurrent Neural Networks (RNNs) + where to learn more.mp4

97.64 MB

013 Model 0 Building a baseline model to try and improve upon.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/013 Model 0 Building a baseline model to try and improve upon.mp4

95.08 MB

025 Preparing subsets of data for model 7 (same as model 6 but 10% of data).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/025 Preparing subsets of data for model 7 (same as model 6 but 10% of data).mp4

91.45 MB

012 Discussing the various modelling experiments we're going to run.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/012 Discussing the various modelling experiments we're going to run.mp4

88.17 MB

005 Preparing a notebook for our first NLP with TensorFlow project.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/005 Preparing a notebook for our first NLP with TensorFlow project.mp4

83.21 MB

008 Converting text data to numbers using tokenisation and embeddings (overview).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/008 Converting text data to numbers using tokenisation and embeddings (overview).mp4

81.9 MB

032 Visualising our model's most wrong predictions.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/032 Visualising our model's most wrong predictions.mp4

77.26 MB

033 Making and visualising predictions on the test dataset.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/033 Making and visualising predictions on the test dataset.mp4

76.89 MB

007 Splitting data into training and validation sets.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/007 Splitting data into training and validation sets.mp4

60.63 MB

023 Using TensorFlow Hub for pretrained word embeddings (transfer learning for NLP).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/023 Using TensorFlow Hub for pretrained word embeddings (transfer learning for NLP).mp4

57.1 MB

022 Model 5 Building, fitting and evaluating a 1D CNN for text.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/022 Model 5 Building, fitting and evaluating a 1D CNN for text.mp4

54.19 MB

003 Example NLP inputs and outputs.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/003 Example NLP inputs and outputs.mp4

27.75 MB

016 Visualising our model's learned word embeddings with TensorFlow's projector tool_en.srt

29.71 KB

015 Model 1 Building, fitting and evaluating our first deep model on text data_en.srt

28.65 KB

020 Model 4 Building, fitting and evaluating a bidirectional RNN model_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/020 Model 4 Building, fitting and evaluating a bidirectional RNN model_en.srt

27.18 KB

021 Discussing the intuition behind Conv1D neural networks for text and sequences_en.srt

26.93 KB

018 Model 2 Building, fitting and evaluating our first TensorFlow RNN model (LSTM)_en.srt

24.61 KB

019 Model 3 Building, fitting and evaluating a GRU-cell powered RNN_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/019 Model 3 Building, fitting and evaluating a GRU-cell powered RNN_en.srt

23.85 KB

006 Becoming one with the data and visualising a text dataset_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/006 Becoming one with the data and visualising a text dataset_en.srt

22.19 KB

009 Setting up a TensorFlow TextVectorization layer to convert text to numbers_en.srt

22.18 KB

002 Introduction to Natural Language Processing (NLP) and Sequence Problems_en.srt

20.24 KB

023 Using TensorFlow Hub for pretrained word embeddings (transfer learning for NLP)_en.srt

19.48 KB

034 Understanding the concept of the speedscore tradeoff_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/034 Understanding the concept of the speedscore tradeoff_en.srt

18.65 KB

011 Creating an Embedding layer to turn tokenised text into embedding vectors_en.srt

17.91 KB

028 Comparing all our modelling experiments evaluation metrics_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/028 Comparing all our modelling experiments evaluation metrics_en.srt

17.88 KB

027 Fixing our data leakage issue with model 7 and retraining it_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/027 Fixing our data leakage issue with model 7 and retraining it_en.srt

17.27 KB

014 Creating a function to track and evaluate our model's results_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/014 Creating a function to track and evaluate our model's results_en.srt

16.71 KB

031 Downloading a pretrained model and preparing data to investigate predictions_en.srt

16.48 KB

010 Mapping the TextVectorization layer to text data and turning it into numbers_en.srt

15.9 KB

029 Uploading our model's training logs to TensorBoard and comparing them_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/029 Uploading our model's training logs to TensorBoard and comparing them_en.srt

15.33 KB

025 Preparing subsets of data for model 7 (same as model 6 but 10% of data)_en.srt

15.31 KB

024 Model 6 Building, training and evaluating a transfer learning model for NLP_en.srt

15.09 KB

022 Model 5 Building, fitting and evaluating a 1D CNN for text_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/022 Model 5 Building, fitting and evaluating a 1D CNN for text_en.srt

14.82 KB

012 Discussing the various modelling experiments we're going to run_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/012 Discussing the various modelling experiments we're going to run_en.srt

13.77 KB

017 High-level overview of Recurrent Neural Networks (RNNs) + where to learn more_en.srt

13.76 KB

030 Saving and loading in a trained NLP model with TensorFlow_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/030 Saving and loading in a trained NLP model with TensorFlow_en.srt

13.54 KB

004 The typical architecture of a Recurrent Neural Network (RNN)_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/004 The typical architecture of a Recurrent Neural Network (RNN)_en.srt

13.41 KB

008 Converting text data to numbers using tokenisation and embeddings (overview)_en.srt

13.09 KB

026 Model 7 Building, training and evaluating a transfer learning model on 10% data_en.srt

12.88 KB

013 Model 0 Building a baseline model to try and improve upon_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/013 Model 0 Building a baseline model to try and improve upon_en.srt

12.63 KB

032 Visualising our model's most wrong predictions_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/032 Visualising our model's most wrong predictions_en.srt

12.28 KB

005 Preparing a notebook for our first NLP with TensorFlow project_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/005 Preparing a notebook for our first NLP with TensorFlow project_en.srt

11.73 KB

003 Example NLP inputs and outputs_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/003 Example NLP inputs and outputs_en.srt

11.68 KB

033 Making and visualising predictions on the test dataset_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/033 Making and visualising predictions on the test dataset_en.srt

11.62 KB

007 Splitting data into training and validation sets_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/007 Splitting data into training and validation sets_en.srt

7.86 KB

035 NLP Fundamentals in TensorFlow challenge, exercises and extra-curriculum.html

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/035 NLP Fundamentals in TensorFlow challenge, exercises and extra-curriculum.html

2.14 KB

001 Welcome to natural language processing with TensorFlow!.html

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/10 - NLP Fundamentals in TensorFlow/001 Welcome to natural language processing with TensorFlow!.html

1.03 KB

12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict

126 files • 6.12 GB

023 Writing a preprocessing function to turn time series data into windows & labels.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/023 Writing a preprocessing function to turn time series data into windows & labels.mp4

255.36 MB

047 Model 7 Putting together the pieces of the puzzle of the N-BEATS model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/047 Model 7 Putting together the pieces of the puzzle of the N-BEATS model.mp4

242.49 MB

041 Model 7 Replicating the N-BEATS basic block with TensorFlow layer subclassing.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/041 Model 7 Replicating the N-BEATS basic block with TensorFlow layer subclassing.mp4

220.27 MB

042 Model 7 Testing our N-BEATS block implementation with dummy data inputs.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/042 Model 7 Testing our N-BEATS block implementation with dummy data inputs.mp4

187.75 MB

051 Model 8 Making and evaluating predictions with our ensemble model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/051 Model 8 Making and evaluating predictions with our ensemble model.mp4

185.3 MB

050 Model 8 Building, compiling and fitting an ensemble of models.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/050 Model 8 Building, compiling and fitting an ensemble of models.mp4

182.62 MB

035 Model 5 Building, fitting and evaluating a LSTM (RNN) model on our Bitcoin data.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/035 Model 5 Building, fitting and evaluating a LSTM (RNN) model on our Bitcoin data.mp4

169.17 MB

026 Model 1 Building, compiling and fitting a deep learning model on Bitcoin data.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/026 Model 1 Building, compiling and fitting a deep learning model on Bitcoin data.mp4

168.96 MB

028 Model 2 Building, fitting and evaluating a deep model with a larger window size.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/028 Model 2 Building, fitting and evaluating a deep model with a larger window size.mp4

155.12 MB

045 Model 7 Getting ready for residual connections.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/045 Model 7 Getting ready for residual connections.mp4

150.5 MB

008 Downloading and inspecting our Bitcoin historical dataset.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/008 Downloading and inspecting our Bitcoin historical dataset.mp4

150.28 MB

034 Model 4 Building, fitting and evaluating a Conv1D model on our Bitcoin data.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/034 Model 4 Building, fitting and evaluating a Conv1D model on our Bitcoin data.mp4

147.28 MB

043 Model 7 Creating a performant data pipeline for the N-BEATS model with tf.data.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/043 Model 7 Creating a performant data pipeline for the N-BEATS model with tf.data.mp4

124.17 MB

029 Model 3 Building, fitting and evaluating a model with a larger horizon size.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/029 Model 3 Building, fitting and evaluating a model with a larger horizon size.mp4

123.72 MB

027 Creating a function to make predictions with our trained models.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/027 Creating a function to make predictions with our trained models.mp4

122.61 MB

036 Investigating how to turn our univariate time series into multivariate.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/036 Investigating how to turn our univariate time series into multivariate.mp4

121.26 MB

054 Plotting the prediction intervals of our ensemble model predictions.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/054 Plotting the prediction intervals of our ensemble model predictions.mp4

117.79 MB

055 (Optional) Discussing the types of uncertainty in machine learning.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/055 (Optional) Discussing the types of uncertainty in machine learning.mp4

115.74 MB

016 Model 0 Making and visualizing a naive forecast model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/016 Model 0 Making and visualizing a naive forecast model.mp4

114.77 MB

052 Discussing the importance of prediction intervals in forecasting.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/052 Discussing the importance of prediction intervals in forecasting.mp4

114.58 MB

033 Preparing data for building a Conv1D model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/033 Preparing data for building a Conv1D model.mp4

113.77 MB

062 Model 10 Building a model to predict on turkey data (why forecasting is BS).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/062 Model 10 Building a model to predict on turkey data (why forecasting is BS).mp4

112.33 MB

063 Comparing the results of all of our models and discussing where to go next.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/063 Comparing the results of all of our models and discussing where to go next.mp4

110.3 MB

021 Formatting data Part 2 Creating a function to label our windowed time series.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/021 Formatting data Part 2 Creating a function to label our windowed time series.mp4

110.02 MB

046 Model 7 Outlining the steps we're going to take to build the N-BEATS model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/046 Model 7 Outlining the steps we're going to take to build the N-BEATS model.mp4

108.16 MB

060 Model 9 Plotting our model's future forecasts.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/060 Model 9 Plotting our model's future forecasts.mp4

106.84 MB

040 Model 7 Discussing what we're going to be doing with the N-BEATS algorithm.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/040 Model 7 Discussing what we're going to be doing with the N-BEATS algorithm.mp4

105.48 MB

011 Reading in our Bitcoin data with Python's CSV module.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/011 Reading in our Bitcoin data with Python's CSV module.mp4

104.02 MB

018 Implementing MASE with TensorFlow.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/018 Implementing MASE with TensorFlow.mp4

103.51 MB

038 Preparing our multivariate time series for a model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/038 Preparing our multivariate time series for a model.mp4

100.76 MB

017 Discussing some of the most common time series evaluation metrics.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/017 Discussing some of the most common time series evaluation metrics.mp4

99.25 MB

032 Comparing our modelling experiments so far and discussing autocorrelation.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/032 Comparing our modelling experiments so far and discussing autocorrelation.mp4

93.95 MB

061 Model 10 Introducing the turkey problem and making data for it.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/061 Model 10 Introducing the turkey problem and making data for it.mp4

93.51 MB

024 Turning our windowed time series data into training and test sets.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/024 Turning our windowed time series data into training and test sets.mp4

91.47 MB

030 Adjusting the evaluation function to work for predictions with larger horizons.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/030 Adjusting the evaluation function to work for predictions with larger horizons.mp4

90.58 MB

031 Model 3 Visualizing the results.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/031 Model 3 Visualizing the results.mp4

87.97 MB

039 Model 6 Building, fitting and evaluating a multivariate time series model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/039 Model 6 Building, fitting and evaluating a multivariate time series model.mp4

82.32 MB

059 Model 9 Creating a function to make forecasts into the future.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/059 Model 9 Creating a function to make forecasts into the future.mp4

80.27 MB

005 What can be forecast.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/005 What can be forecast.mp4

77.79 MB

015 Discussing the various modelling experiments were going to be running.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/015 Discussing the various modelling experiments were going to be running.mp4

77.68 MB

056 Model 9 Preparing data to create a model capable of predicting into the future.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/056 Model 9 Preparing data to create a model capable of predicting into the future.mp4

75.59 MB

037 Creating and plotting a multivariate time series with BTC price and block reward.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/037 Creating and plotting a multivariate time series with BTC price and block reward.mp4

74.62 MB

022 Discussing the use of windows and horizons in time series data.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/022 Discussing the use of windows and horizons in time series data.mp4

70.89 MB

053 Getting the upper and lower bounds of our prediction intervals.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/053 Getting the upper and lower bounds of our prediction intervals.mp4

70.44 MB

009 Different kinds of time series patterns & different amounts of feature variables.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/009 Different kinds of time series patterns & different amounts of feature variables.mp4

67.81 MB

003 What is a time series problem and example forecasting problems at Uber.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/003 What is a time series problem and example forecasting problems at Uber.mp4

65.65 MB

044 Model 7 Setting up hyperparameters for the N-BEATS algorithm.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/044 Model 7 Setting up hyperparameters for the N-BEATS algorithm.mp4

65.46 MB

025 Creating a modelling checkpoint callback to save our best performing model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/025 Creating a modelling checkpoint callback to save our best performing model.mp4

65.24 MB

058 Model 9 Discussing what's required for our model to make future predictions.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/058 Model 9 Discussing what's required for our model to make future predictions.mp4

63.7 MB

012 Creating train and test splits for time series (the wrong way).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/012 Creating train and test splits for time series (the wrong way).mp4

63.1 MB

020 Discussing other non-TensorFlow kinds of time series forecasting models.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/020 Discussing other non-TensorFlow kinds of time series forecasting models.mp4

60.52 MB

014 Creating a plotting function to visualize our time series data.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/014 Creating a plotting function to visualize our time series data.mp4

59.49 MB

013 Creating train and test splits for time series (the right way).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/013 Creating train and test splits for time series (the right way).mp4

47.95 MB

010 Visualizing our Bitcoin historical data with pandas.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/010 Visualizing our Bitcoin historical data with pandas.mp4

42.28 MB

019 Creating a function to evaluate our model's forecasts with various metrics.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/019 Creating a function to evaluate our model's forecasts with various metrics.mp4

40.99 MB

057 Model 9 Building, compiling and fitting a future predictions model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/057 Model 9 Building, compiling and fitting a future predictions model.mp4

40.39 MB

049 Model 8 Ensemble model overview.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/049 Model 8 Ensemble model overview.mp4

38 MB

002 Introduction to Milestone Project 3 (BitPredict) & where you can get help.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/002 Introduction to Milestone Project 3 (BitPredict) & where you can get help.mp4

30.35 MB

007 Time series forecasting inputs and outputs.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/007 Time series forecasting inputs and outputs.mp4

29.21 MB

004 Example forecasting problems in daily life.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/004 Example forecasting problems in daily life.mp4

27.18 MB

006 What we're going to cover (broadly).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/006 What we're going to cover (broadly).mp4

25.86 MB

048 Model 7 Plotting the N-BEATS algorithm we've created and admiring its beauty.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/048 Model 7 Plotting the N-BEATS algorithm we've created and admiring its beauty.mp4

24.06 MB

023 Writing a preprocessing function to turn time series data into windows & labels_en.srt

31.36 KB

047 Model 7 Putting together the pieces of the puzzle of the N-BEATS model_en.srt

30.1 KB

050 Model 8 Building, compiling and fitting an ensemble of models_en.srt

28.8 KB

028 Model 2 Building, fitting and evaluating a deep model with a larger window size_en.srt

26.52 KB

041 Model 7 Replicating the N-BEATS basic block with TensorFlow layer subclassing_en.srt

26.08 KB

026 Model 1 Building, compiling and fitting a deep learning model on Bitcoin data_en.srt

25.72 KB

051 Model 8 Making and evaluating predictions with our ensemble model_en.srt

22.44 KB

042 Model 7 Testing our N-BEATS block implementation with dummy data inputs_en.srt

21.68 KB

035 Model 5 Building, fitting and evaluating a LSTM (RNN) model on our Bitcoin data_en.srt

21.58 KB

008 Downloading and inspecting our Bitcoin historical dataset_en.srt

21.38 KB

034 Model 4 Building, fitting and evaluating a Conv1D model on our Bitcoin data_en.srt

20.55 KB

027 Creating a function to make predictions with our trained models_en.srt

19.7 KB

063 Comparing the results of all of our models and discussing where to go next_en.srt

19.58 KB

061 Model 10 Introducing the turkey problem and making data for it_en.srt

19.17 KB

043 Model 7 Creating a performant data pipeline for the N-BEATS model with tf.data_en.srt

19.14 KB

062 Model 10 Building a model to predict on turkey data (why forecasting is BS)_en.srt

18.89 KB

029 Model 3 Building, fitting and evaluating a model with a larger horizon size_en.srt

18.83 KB

033 Preparing data for building a Conv1D model_en.srt

18.71 KB

055 (Optional) Discussing the types of uncertainty in machine learning_en.srt

18.48 KB

021 Formatting data Part 2 Creating a function to label our windowed time series_en.srt

18.33 KB

036 Investigating how to turn our univariate time series into multivariate_en.srt

17.89 KB

038 Preparing our multivariate time series for a model_en.srt

17.52 KB

054 Plotting the prediction intervals of our ensemble model predictions_en.srt

17.47 KB

016 Model 0 Making and visualizing a naive forecast model_en.srt

17.38 KB

060 Model 9 Plotting our model's future forecasts_en.srt

17.28 KB

045 Model 7 Getting ready for residual connections_en.srt

17.16 KB

052 Discussing the importance of prediction intervals in forecasting_en.srt

16.84 KB

017 Discussing some of the most common time series evaluation metrics_en.srt

16.31 KB

011 Reading in our Bitcoin data with Python's CSV module_en.srt

15.91 KB

059 Model 9 Creating a function to make forecasts into the future_en.srt

15.85 KB

007 Time series forecasting inputs and outputs_en.srt

15.49 KB

037 Creating and plotting a multivariate time series with BTC price and block reward_en.srt

14.48 KB

032 Comparing our modelling experiments so far and discussing autocorrelation_en.srt

14.18 KB

024 Turning our windowed time series data into training and test sets_en.srt

13.97 KB

015 Discussing the various modelling experiments were going to be running_en.srt

13.79 KB

019 Creating a function to evaluate our model's forecasts with various metrics_en.srt

13.78 KB

046 Model 7 Outlining the steps we're going to take to build the N-BEATS model_en.srt

13.76 KB

040 Model 7 Discussing what we're going to be doing with the N-BEATS algorithm_en.srt

13.29 KB

003 What is a time series problem and example forecasting problems at Uber_en.srt

13.15 KB

005 What can be forecast_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/005 What can be forecast_en.srt

13.13 KB

039 Model 6 Building, fitting and evaluating a multivariate time series model_en.srt

13.04 KB

044 Model 7 Setting up hyperparameters for the N-BEATS algorithm_en.srt

13 KB

031 Model 3 Visualizing the results_en.srt

12.9 KB

018 Implementing MASE with TensorFlow_en.srt

12.85 KB

022 Discussing the use of windows and horizons in time series data_en.srt

12.74 KB

009 Different kinds of time series patterns & different amounts of feature variables_en.srt

11.87 KB

012 Creating train and test splits for time series (the wrong way)_en.srt

11.6 KB

058 Model 9 Discussing what's required for our model to make future predictions_en.srt

11.48 KB

030 Adjusting the evaluation function to work for predictions with larger horizons_en.srt

11.06 KB

056 Model 9 Preparing data to create a model capable of predicting into the future_en.srt

10.66 KB

025 Creating a modelling checkpoint callback to save our best performing model_en.srt

10.65 KB

048 Model 7 Plotting the N-BEATS algorithm we've created and admiring its beauty_en.srt

10.49 KB

053 Getting the upper and lower bounds of our prediction intervals_en.srt

10.41 KB

014 Creating a plotting function to visualize our time series data_en.srt

10.3 KB

013 Creating train and test splits for time series (the right way)_en.srt

10.28 KB

004 Example forecasting problems in daily life_en.srt

7.97 KB

020 Discussing other non-TensorFlow kinds of time series forecasting models_en.srt

7.69 KB

010 Visualizing our Bitcoin historical data with pandas_en.srt

7.35 KB

057 Model 9 Building, compiling and fitting a future predictions model_en.srt

7.1 KB

049 Model 8 Ensemble model overview_en.srt

6.91 KB

002 Introduction to Milestone Project 3 (BitPredict) & where you can get help_en.srt

6.5 KB

006 What we're going to cover (broadly)_en.srt

4.45 KB

064 TensorFlow Time Series Fundamentals Challenge and Extra Resources.html

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/064 TensorFlow Time Series Fundamentals Challenge and Extra Resources.html

1.86 KB

001 Welcome to time series fundamentals with TensorFlow + Milestone Project 3!.html

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/001 Welcome to time series fundamentals with TensorFlow + Milestone Project 3!.html

1.32 KB

11 - Milestone Project 2 SkimLit

71 files • 3.74 GB

006 Writing a preprocessing function to structure our data for modelling.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/006 Writing a preprocessing function to structure our data for modelling.mp4

222.03 MB

017 Creating a character-level tokeniser with TensorFlow's TextVectorization layer.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/017 Creating a character-level tokeniser with TensorFlow's TextVectorization layer.mp4

198.11 MB

021 Model 4 Building a multi-input model (hybrid token + character embeddings).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/021 Model 4 Building a multi-input model (hybrid token + character embeddings).mp4

186.07 MB

014 Model 1 Building, fitting and evaluating a Conv1D with token embeddings.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/014 Model 1 Building, fitting and evaluating a Conv1D with token embeddings.mp4

170.77 MB

029 Model 5 Completing the build of a tribrid embedding model for sequences.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/029 Model 5 Completing the build of a tribrid embedding model for sequences.mp4

156.37 MB

001 Introduction to Milestone Project 2 SkimLit.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/001 Introduction to Milestone Project 2 SkimLit.mp4

149.55 MB

004 Setting up our notebook for Milestone Project 2 (getting the data).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/004 Setting up our notebook for Milestone Project 2 (getting the data).mp4

146.81 MB

024 Model 4 Building, fitting and evaluating a hybrid embedding model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/024 Model 4 Building, fitting and evaluating a hybrid embedding model.mp4

141.67 MB

035 Congratulations and your challenge before heading to the next module.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/035 Congratulations and your challenge before heading to the next module.mp4

137.11 MB

005 Visualising examples from the dataset (becoming one with the data).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/005 Visualising examples from the dataset (becoming one with the data).mp4

133.45 MB

019 Model 3 Building, fitting and evaluating a Conv1D model on character embeddings.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/019 Model 3 Building, fitting and evaluating a Conv1D model on character embeddings.mp4

131.99 MB

011 Creating a text vectoriser to map our tokens (text) to numbers.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/011 Creating a text vectoriser to map our tokens (text) to numbers.mp4

130.93 MB

015 Preparing a pretrained embedding layer from TensorFlow Hub for Model 2.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/015 Preparing a pretrained embedding layer from TensorFlow Hub for Model 2.mp4

127.36 MB

008 Turning our target labels into numbers (ML models require numbers).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/008 Turning our target labels into numbers (ML models require numbers).mp4

118.76 MB

026 Encoding the line number feature to used with Model 5.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/026 Encoding the line number feature to used with Model 5.mp4

113.08 MB

030 Visually inspecting the architecture of our tribrid embedding model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/030 Visually inspecting the architecture of our tribrid embedding model.mp4

109.1 MB

016 Model 2 Building, fitting and evaluating a Conv1D model with token embeddings.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/016 Model 2 Building, fitting and evaluating a Conv1D model with token embeddings.mp4

108.17 MB

031 Creating multi-level data input pipelines for Model 5 with the tf.data API.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/031 Creating multi-level data input pipelines for Model 5 with the tf.data API.mp4

101.51 MB

012 Creating a custom token embedding layer with TensorFlow.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/012 Creating a custom token embedding layer with TensorFlow.mp4

101.39 MB

022 Model 4 Plotting and visually exploring different data inputs.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/022 Model 4 Plotting and visually exploring different data inputs.mp4

88.69 MB

010 Preparing our data for deep sequence models.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/010 Preparing our data for deep sequence models.mp4

85.45 MB

023 Crafting multi-input fast loading tf.data datasets for Model 4.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/023 Crafting multi-input fast loading tf.data datasets for Model 4.mp4

85.38 MB

034 Saving, loading & testing our best performing model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/034 Saving, loading & testing our best performing model.mp4

85.1 MB

028 Model 5 Building the foundations of a tribrid embedding model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/028 Model 5 Building the foundations of a tribrid embedding model.mp4

82.24 MB

009 Model 0 Creating, fitting and evaluating a baseline model for SkimLit.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/009 Model 0 Creating, fitting and evaluating a baseline model for SkimLit.mp4

81.78 MB

033 Comparing the performance of all of our modelling experiments.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/033 Comparing the performance of all of our modelling experiments.mp4

78.44 MB

013 Creating fast loading dataset with the TensorFlow tf.data API.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/013 Creating fast loading dataset with the TensorFlow tf.data API.mp4

77.99 MB

007 Performing visual data analysis on our preprocessed text.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/007 Performing visual data analysis on our preprocessed text.mp4

75.11 MB

002 What we're going to cover in Milestone Project 2 (NLP for medical abstracts).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/002 What we're going to cover in Milestone Project 2 (NLP for medical abstracts).mp4

71.73 MB

018 Creating a character-level embedding layer with tf.keras.layers.Embedding.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/018 Creating a character-level embedding layer with tf.keras.layers.Embedding.mp4

66.34 MB

027 Encoding the total lines feature to be used with Model 5.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/027 Encoding the total lines feature to be used with Model 5.mp4

64.29 MB

020 Discussing how we're going to build Model 4 (character + token embeddings).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/020 Discussing how we're going to build Model 4 (character + token embeddings).mp4

60.33 MB

003 SkimLit inputs and outputs.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/003 SkimLit inputs and outputs.mp4

55.05 MB

032 Bringing SkimLit to life!!! (fitting and evaluating Model 5).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/032 Bringing SkimLit to life!!! (fitting and evaluating Model 5).mp4

47.02 MB

025 Model 5 Adding positional embeddings via feature engineering (overview).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/025 Model 5 Adding positional embeddings via feature engineering (overview).mp4

44.77 MB

017 Creating a character-level tokeniser with TensorFlow's TextVectorization layer_en.srt

29.76 KB

006 Writing a preprocessing function to structure our data for modelling_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/006 Writing a preprocessing function to structure our data for modelling_en.srt

25.97 KB

014 Model 1 Building, fitting and evaluating a Conv1D with token embeddings_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/014 Model 1 Building, fitting and evaluating a Conv1D with token embeddings_en.srt

24.65 KB

021 Model 4 Building a multi-input model (hybrid token + character embeddings)_en.srt

22.59 KB

001 Introduction to Milestone Project 2 SkimLit_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/001 Introduction to Milestone Project 2 SkimLit_en.srt

22.02 KB

004 Setting up our notebook for Milestone Project 2 (getting the data)_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/004 Setting up our notebook for Milestone Project 2 (getting the data)_en.srt

19.69 KB

011 Creating a text vectoriser to map our tokens (text) to numbers_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/011 Creating a text vectoriser to map our tokens (text) to numbers_en.srt

19.03 KB

019 Model 3 Building, fitting and evaluating a Conv1D model on character embeddings_en.srt

18.98 KB

008 Turning our target labels into numbers (ML models require numbers)_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/008 Turning our target labels into numbers (ML models require numbers)_en.srt

18.82 KB

024 Model 4 Building, fitting and evaluating a hybrid embedding model_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/024 Model 4 Building, fitting and evaluating a hybrid embedding model_en.srt

18.6 KB

029 Model 5 Completing the build of a tribrid embedding model for sequences_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/029 Model 5 Completing the build of a tribrid embedding model for sequences_en.srt

18.15 KB

003 SkimLit inputs and outputs_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/003 SkimLit inputs and outputs_en.srt

18.09 KB

035 Congratulations and your challenge before heading to the next module_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/035 Congratulations and your challenge before heading to the next module_en.srt

17.19 KB

005 Visualising examples from the dataset (becoming one with the data)_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/005 Visualising examples from the dataset (becoming one with the data)_en.srt

17.16 KB

026 Encoding the line number feature to used with Model 5_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/026 Encoding the line number feature to used with Model 5_en.srt

16.66 KB

016 Model 2 Building, fitting and evaluating a Conv1D model with token embeddings_en.srt

16.1 KB

015 Preparing a pretrained embedding layer from TensorFlow Hub for Model 2_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/015 Preparing a pretrained embedding layer from TensorFlow Hub for Model 2_en.srt

14.99 KB

032 Bringing SkimLit to life!!! (fitting and evaluating Model 5)_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/032 Bringing SkimLit to life!!! (fitting and evaluating Model 5)_en.srt

14.87 KB

030 Visually inspecting the architecture of our tribrid embedding model_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/030 Visually inspecting the architecture of our tribrid embedding model_en.srt

13.82 KB

010 Preparing our data for deep sequence models_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/010 Preparing our data for deep sequence models_en.srt

12.97 KB

013 Creating fast loading dataset with the TensorFlow tf.data API_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/013 Creating fast loading dataset with the TensorFlow tf.data API_en.srt

12.81 KB

012 Creating a custom token embedding layer with TensorFlow_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/012 Creating a custom token embedding layer with TensorFlow_en.srt

12.64 KB

033 Comparing the performance of all of our modelling experiments_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/033 Comparing the performance of all of our modelling experiments_en.srt

12.39 KB

022 Model 4 Plotting and visually exploring different data inputs_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/022 Model 4 Plotting and visually exploring different data inputs_en.srt

12.31 KB

002 What we're going to cover in Milestone Project 2 (NLP for medical abstracts)_en.srt

11.87 KB

009 Model 0 Creating, fitting and evaluating a baseline model for SkimLit_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/009 Model 0 Creating, fitting and evaluating a baseline model for SkimLit_en.srt

11.51 KB

028 Model 5 Building the foundations of a tribrid embedding model_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/028 Model 5 Building the foundations of a tribrid embedding model_en.srt

11.43 KB

023 Crafting multi-input fast loading tf.data datasets for Model 4_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/023 Crafting multi-input fast loading tf.data datasets for Model 4_en.srt

10.89 KB

007 Performing visual data analysis on our preprocessed text_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/007 Performing visual data analysis on our preprocessed text_en.srt

10.88 KB

031 Creating multi-level data input pipelines for Model 5 with the tf.data API_en.srt

10.74 KB

018 Creating a character-level embedding layer with tf.keras.layers.Embedding_en.srt

10.42 KB

025 Model 5 Adding positional embeddings via feature engineering (overview)_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/025 Model 5 Adding positional embeddings via feature engineering (overview)_en.srt

10.18 KB

027 Encoding the total lines feature to be used with Model 5_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/027 Encoding the total lines feature to be used with Model 5_en.srt

10.15 KB

034 Saving, loading & testing our best performing model_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/034 Saving, loading & testing our best performing model_en.srt

10.02 KB

020 Discussing how we're going to build Model 4 (character + token embeddings)_en.srt

8.74 KB

036 Milestone Project 2 (SkimLit) challenge, exercises and extra-curriculum.html

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/11 - Milestone Project 2 SkimLit/036 Milestone Project 2 (SkimLit) challenge, exercises and extra-curriculum.html

1.53 KB

07 - Transfer Learning in TensorFlow Part 2 Fine tuning

52 files • 2.29 GB

019 Preparing Model 3 (our first fine-tuned model).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/07 - Transfer Learning in TensorFlow Part 2 Fine tuning/019 Preparing Model 3 (our first fine-tuned model).mp4

201.38 MB

003 Downloading and turning our images into a TensorFlow BatchDataset.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/07 - Transfer Learning in TensorFlow Part 2 Fine tuning/003 Downloading and turning our images into a TensorFlow BatchDataset.mp4

175.54 MB

015 Building Model 2 (with a data augmentation layer and 10% of training data).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/07 - Transfer Learning in TensorFlow Part 2 Fine tuning/015 Building Model 2 (with a data augmentation layer and 10% of training data).mp4

161.09 MB

014 Building Model 1 (with a data augmentation layer and 1% of training data).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/07 - Transfer Learning in TensorFlow Part 2 Fine tuning/014 Building Model 1 (with a data augmentation layer and 1% of training data).mp4

156.06 MB

008 Getting a feature vector from our trained model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/07 - Transfer Learning in TensorFlow Part 2 Fine tuning/008 Getting a feature vector from our trained model.mp4

149.36 MB

006 Creating our first model with the TensorFlow Keras Functional API.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/07 - Transfer Learning in TensorFlow Part 2 Fine tuning/006 Creating our first model with the TensorFlow Keras Functional API.mp4

134.16 MB

013 Visualizing what happens when images pass through our data augmentation layer.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/07 - Transfer Learning in TensorFlow Part 2 Fine tuning/013 Visualizing what happens when images pass through our data augmentation layer.mp4

123.38 MB

011 Building a data augmentation layer to use inside our model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/07 - Transfer Learning in TensorFlow Part 2 Fine tuning/011 Building a data augmentation layer to use inside our model.mp4

118.41 MB

010 Downloading and preparing the data for Model 1 (1 percent of training data).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/07 - Transfer Learning in TensorFlow Part 2 Fine tuning/010 Downloading and preparing the data for Model 1 (1 percent of training data).mp4

98.18 MB

024 Fine-tuning Model 4 on 100% of the training data and evaluating its results.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/07 - Transfer Learning in TensorFlow Part 2 Fine tuning/024 Fine-tuning Model 4 on 100% of the training data and evaluating its results.mp4

97.99 MB

023 Preparing our final modelling experiment (Model 4).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/07 - Transfer Learning in TensorFlow Part 2 Fine tuning/023 Preparing our final modelling experiment (Model 4).mp4

96.25 MB

025 Comparing our modelling experiment results in TensorBoard.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/07 - Transfer Learning in TensorFlow Part 2 Fine tuning/025 Comparing our modelling experiment results in TensorBoard.mp4

96.21 MB

002 Importing a script full of helper functions (and saving lots of space).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/07 - Transfer Learning in TensorFlow Part 2 Fine tuning/002 Importing a script full of helper functions (and saving lots of space).mp4

91.14 MB

021 Comparing our model's results before and after fine-tuning.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/07 - Transfer Learning in TensorFlow Part 2 Fine tuning/021 Comparing our model's results before and after fine-tuning.mp4

84.79 MB

007 Compiling and fitting our first Functional API model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/07 - Transfer Learning in TensorFlow Part 2 Fine tuning/007 Compiling and fitting our first Functional API model.mp4

80.12 MB

017 Fitting and evaluating Model 2 (and saving its weights using ModelCheckpoint).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/07 - Transfer Learning in TensorFlow Part 2 Fine tuning/017 Fitting and evaluating Model 2 (and saving its weights using ModelCheckpoint).mp4

69.31 MB

016 Creating a ModelCheckpoint to save our model's weights during training.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/07 - Transfer Learning in TensorFlow Part 2 Fine tuning/016 Creating a ModelCheckpoint to save our model's weights during training.mp4

69 MB

018 Loading and comparing saved weights to our existing trained Model 2.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/07 - Transfer Learning in TensorFlow Part 2 Fine tuning/018 Loading and comparing saved weights to our existing trained Model 2.mp4

62.99 MB

001 Introduction to Transfer Learning in TensorFlow Part 2 Fine-tuning.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/07 - Transfer Learning in TensorFlow Part 2 Fine tuning/001 Introduction to Transfer Learning in TensorFlow Part 2 Fine-tuning.mp4

62.11 MB

020 Fitting and evaluating Model 3 (our first fine-tuned model).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/07 - Transfer Learning in TensorFlow Part 2 Fine tuning/020 Fitting and evaluating Model 3 (our first fine-tuned model).mp4

59.47 MB

022 Downloading and preparing data for our biggest experiment yet (Model 4).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/07 - Transfer Learning in TensorFlow Part 2 Fine tuning/022 Downloading and preparing data for our biggest experiment yet (Model 4).mp4

56.64 MB

009 Drilling into the concept of a feature vector (a learned representation).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/07 - Transfer Learning in TensorFlow Part 2 Fine tuning/009 Drilling into the concept of a feature vector (a learned representation).mp4

53.26 MB

026 How to view and delete previous TensorBoard experiments.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/07 - Transfer Learning in TensorFlow Part 2 Fine tuning/026 How to view and delete previous TensorBoard experiments.mp4

18.46 MB

005 Comparing the TensorFlow Keras Sequential API versus the Functional API.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/07 - Transfer Learning in TensorFlow Part 2 Fine tuning/005 Comparing the TensorFlow Keras Sequential API versus the Functional API.mp4

16.97 MB

004 Discussing the four (actually five) modelling experiments we're running.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/07 - Transfer Learning in TensorFlow Part 2 Fine tuning/004 Discussing the four (actually five) modelling experiments we're running.mp4

11.17 MB

019 Preparing Model 3 (our first fine-tuned model)_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/07 - Transfer Learning in TensorFlow Part 2 Fine tuning/019 Preparing Model 3 (our first fine-tuned model)_en.srt

25.91 KB

015 Building Model 2 (with a data augmentation layer and 10% of training data)_en.srt

23.45 KB

014 Building Model 1 (with a data augmentation layer and 1% of training data)_en.srt

22.42 KB

003 Downloading and turning our images into a TensorFlow BatchDataset_en.srt

22.02 KB

008 Getting a feature vector from our trained model_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/07 - Transfer Learning in TensorFlow Part 2 Fine tuning/008 Getting a feature vector from our trained model_en.srt

17.74 KB

011 Building a data augmentation layer to use inside our model_en.srt

16.15 KB

013 Visualizing what happens when images pass through our data augmentation layer_en.srt

16.1 KB

006 Creating our first model with the TensorFlow Keras Functional API_en.srt

15.85 KB

007 Compiling and fitting our first Functional API model_en.srt

15.77 KB

025 Comparing our modelling experiment results in TensorBoard_en.srt

15.74 KB

023 Preparing our final modelling experiment (Model 4)_en.srt

14.88 KB

024 Fine-tuning Model 4 on 100% of the training data and evaluating its results_en.srt

14.85 KB

021 Comparing our model's results before and after fine-tuning_en.srt

13.82 KB

010 Downloading and preparing the data for Model 1 (1 percent of training data)_en.srt

12.98 KB

016 Creating a ModelCheckpoint to save our model's weights during training_en.srt

10.72 KB

020 Fitting and evaluating Model 3 (our first fine-tuned model)_en.srt

10.62 KB

017 Fitting and evaluating Model 2 (and saving its weights using ModelCheckpoint)_en.srt

9.85 KB

001 Introduction to Transfer Learning in TensorFlow Part 2 Fine-tuning_en.srt

9.78 KB

002 Importing a script full of helper functions (and saving lots of space)_en.srt

9.77 KB

018 Loading and comparing saved weights to our existing trained Model 2_en.srt

9.65 KB

022 Downloading and preparing data for our biggest experiment yet (Model 4)_en.srt

8.97 KB

009 Drilling into the concept of a feature vector (a learned representation)_en.srt

5.39 KB

005 Comparing the TensorFlow Keras Sequential API versus the Functional API_en.srt

4.04 KB

004 Discussing the four (actually five) modelling experiments we're running_en.srt

3.58 KB

026 How to view and delete previous TensorBoard experiments_en.srt

2.81 KB

027 Transfer Learning in TensorFlow Part 2 challenge, exercises and extra-curriculum.html

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/07 - Transfer Learning in TensorFlow Part 2 Fine tuning/027 Transfer Learning in TensorFlow Part 2 challenge, exercises and extra-curriculum.html

2.61 KB

012 Note Small fix for next video, for images not augmenting.html

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/07 - Transfer Learning in TensorFlow Part 2 Fine tuning/012 Note Small fix for next video, for images not augmenting.html

1.95 KB

03 - Neural network regression with TensorFlow

64 files • 2.5 GB

012 Evaluating a TensorFlow model part 3 (getting a model summary).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/012 Evaluating a TensorFlow model part 3 (getting a model summary).mp4

196.64 MB

006 The major steps in modelling with TensorFlow.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/006 The major steps in modelling with TensorFlow.mp4

186.29 MB

026 Putting together what we've learned part 3 (improving our regression model).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/026 Putting together what we've learned part 3 (improving our regression model).mp4

156.93 MB

024 Putting together what we've learned part 1 (preparing a dataset).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/024 Putting together what we've learned part 1 (preparing a dataset).mp4

146.42 MB

009 Steps in improving a model with TensorFlow part 3.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/009 Steps in improving a model with TensorFlow part 3.mp4

135.77 MB

018 Setting up TensorFlow modelling experiments part 1 (start with a simple model).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/018 Setting up TensorFlow modelling experiments part 1 (start with a simple model).mp4

128 MB

025 Putting together what we've learned part 2 (building a regression model).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/025 Putting together what we've learned part 2 (building a regression model).mp4

122.96 MB

022 How to load and use a saved TensorFlow model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/022 How to load and use a saved TensorFlow model.mp4

106.04 MB

027 Preprocessing data with feature scaling part 1 (what is feature scaling).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/027 Preprocessing data with feature scaling part 1 (what is feature scaling).mp4

93.59 MB

021 How to save a TensorFlow model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/021 How to save a TensorFlow model.mp4

93.46 MB

020 Comparing and tracking your TensorFlow modelling experiments.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/020 Comparing and tracking your TensorFlow modelling experiments.mp4

93.02 MB

008 Steps in improving a model with TensorFlow part 2.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/008 Steps in improving a model with TensorFlow part 2.mp4

91.55 MB

004 Creating sample regression data (so we can model it).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/004 Creating sample regression data (so we can model it).mp4

89.41 MB

028 Preprocessing data with feature scaling part 2 (normalising our data).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/028 Preprocessing data with feature scaling part 2 (normalising our data).mp4

83.18 MB

011 Evaluating a TensorFlow model part 2 (the three datasets).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/011 Evaluating a TensorFlow model part 2 (the three datasets).mp4

81.28 MB

014 Evaluating a TensorFlow model part 5 (visualising a model's predictions).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/014 Evaluating a TensorFlow model part 5 (visualising a model's predictions).mp4

79.53 MB

029 Preprocessing data with feature scaling part 3 (fitting a model on scaled data).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/029 Preprocessing data with feature scaling part 3 (fitting a model on scaled data).mp4

76.82 MB

013 Evaluating a TensorFlow model part 4 (visualising a model's layers).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/013 Evaluating a TensorFlow model part 4 (visualising a model's layers).mp4

71.14 MB

015 Evaluating a TensorFlow model part 6 (common regression evaluation metrics).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/015 Evaluating a TensorFlow model part 6 (common regression evaluation metrics).mp4

70.91 MB

023 (Optional) How to save and download files from Google Colab.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/023 (Optional) How to save and download files from Google Colab.mp4

69.1 MB

010 Evaluating a TensorFlow model part 1 (visualise, visualise, visualise).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/010 Evaluating a TensorFlow model part 1 (visualise, visualise, visualise).mp4

66.98 MB

016 Evaluating a TensorFlow regression model part 7 (mean absolute error).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/016 Evaluating a TensorFlow regression model part 7 (mean absolute error).mp4

56.62 MB

003 Anatomy and architecture of a neural network regression model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/003 Anatomy and architecture of a neural network regression model.mp4

51.85 MB

001 Introduction to Neural Network Regression with TensorFlow.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/001 Introduction to Neural Network Regression with TensorFlow.mp4

51.46 MB

002 Inputs and outputs of a neural network regression model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/002 Inputs and outputs of a neural network regression model.mp4

50.33 MB

007 Steps in improving a model with TensorFlow part 1.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/007 Steps in improving a model with TensorFlow part 1.mp4

45.55 MB

019 Setting up TensorFlow modelling experiments part 2 (increasing complexity).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/019 Setting up TensorFlow modelling experiments part 2 (increasing complexity).mp4

33.51 MB

017 Evaluating a TensorFlow regression model part 7 (mean square error).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/017 Evaluating a TensorFlow regression model part 7 (mean square error).mp4

32.69 MB

006 The major steps in modelling with TensorFlow_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/006 The major steps in modelling with TensorFlow_en.srt

26.45 KB

012 Evaluating a TensorFlow model part 3 (getting a model summary)_en.srt

21.53 KB

026 Putting together what we've learned part 3 (improving our regression model)_en.srt

18.8 KB

024 Putting together what we've learned part 1 (preparing a dataset)_en.srt

18.7 KB

025 Putting together what we've learned part 2 (building a regression model)_en.srt

17.95 KB

018 Setting up TensorFlow modelling experiments part 1 (start with a simple model)_en.srt

17.44 KB

009 Steps in improving a model with TensorFlow part 3_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/009 Steps in improving a model with TensorFlow part 3_en.srt

16.84 KB

004 Creating sample regression data (so we can model it)_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/004 Creating sample regression data (so we can model it)_en.srt

16.12 KB

019 Setting up TensorFlow modelling experiments part 2 (increasing complexity)_en.srt

15.86 KB

011 Evaluating a TensorFlow model part 2 (the three datasets)_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/011 Evaluating a TensorFlow model part 2 (the three datasets)_en.srt

14.05 KB

028 Preprocessing data with feature scaling part 2 (normalising our data)_en.srt

13.93 KB

027 Preprocessing data with feature scaling part 1 (what is feature scaling)_en.srt

13.88 KB

020 Comparing and tracking your TensorFlow modelling experiments_en.srt

13.18 KB

002 Inputs and outputs of a neural network regression model_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/002 Inputs and outputs of a neural network regression model_en.srt

13.12 KB

008 Steps in improving a model with TensorFlow part 2_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/008 Steps in improving a model with TensorFlow part 2_en.srt

13.12 KB

022 How to load and use a saved TensorFlow model_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/022 How to load and use a saved TensorFlow model_en.srt

12.82 KB

003 Anatomy and architecture of a neural network regression model_en.srt

12.25 KB

014 Evaluating a TensorFlow model part 5 (visualising a model's predictions)_en.srt

11.92 KB

001 Introduction to Neural Network Regression with TensorFlow_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/001 Introduction to Neural Network Regression with TensorFlow_en.srt

11.41 KB

021 How to save a TensorFlow model_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/021 How to save a TensorFlow model_en.srt

11.4 KB

015 Evaluating a TensorFlow model part 6 (common regression evaluation metrics)_en.srt

11.16 KB

029 Preprocessing data with feature scaling part 3 (fitting a model on scaled data)_en.srt

10.97 KB

010 Evaluating a TensorFlow model part 1 (visualise, visualise, visualise)_en.srt

9.77 KB

013 Evaluating a TensorFlow model part 4 (visualising a model's layers)_en.srt

9.23 KB

016 Evaluating a TensorFlow regression model part 7 (mean absolute error)_en.srt

8.1 KB

023 (Optional) How to save and download files from Google Colab_en.srt

7.79 KB

007 Steps in improving a model with TensorFlow part 1_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/007 Steps in improving a model with TensorFlow part 1_en.srt

7.63 KB

017 Evaluating a TensorFlow regression model part 7 (mean square error)_en.srt

3.89 KB

005 Note Code update for upcoming lecture(s) for TensorFlow 2.7.0+ fix.html

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/005 Note Code update for upcoming lecture(s) for TensorFlow 2.7.0+ fix.html

2.38 KB

030 TensorFlow Regression challenge, exercises & extra-curriculum.html

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/030 TensorFlow Regression challenge, exercises & extra-curriculum.html

1.96 KB

031 Learning Guideline.html

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/031 Learning Guideline.html

336 Bytes

external-links.txt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/external-links.txt

130 Bytes

0. Websites you may like

3 files • 298 Bytes

[FreeCourseSite.com].url

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/0. Websites you may like/[FreeCourseSite.com].url

127 Bytes

[CourseClub.Me].url

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/0. Websites you may like/[CourseClub.Me].url

122 Bytes

[GigaCourse.Com].url

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/0. Websites you may like/[GigaCourse.Com].url

49 Bytes

001 All-course-materials-and-links-notebooks-code-data-slides-on-GitHub.url

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/03 - Neural network regression with TensorFlow/001 All-course-materials-and-links-notebooks-code-data-slides-on-GitHub.url

77 Bytes

05 - Computer Vision and Convolutional Neural Networks in TensorFlow

76 files • 3.05 GB

015 Breaking our CNN model down part 5 Looking inside a Conv2D layer.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/015 Breaking our CNN model down part 5 Looking inside a Conv2D layer.mp4

190.47 MB

020 Breaking our CNN model down part 10 Visualizing our augmented data.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/020 Breaking our CNN model down part 10 Visualizing our augmented data.mp4

160.76 MB

018 Breaking our CNN model down part 8 Reducing overfitting with Max Pooling.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/018 Breaking our CNN model down part 8 Reducing overfitting with Max Pooling.mp4

132.51 MB

032 Multi-class CNN's part 6 Trying to fix overfitting by removing layers.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/032 Multi-class CNN's part 6 Trying to fix overfitting by removing layers.mp4

131.61 MB

033 Multi-class CNN's part 7 Trying to fix overfitting with data augmentation.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/033 Multi-class CNN's part 7 Trying to fix overfitting with data augmentation.mp4

123 MB

035 Multi-class CNN's part 9 Making predictions with our model on custom images.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/035 Multi-class CNN's part 9 Making predictions with our model on custom images.mp4

121.06 MB

008 Using a GPU to run our CNN model 5x faster.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/008 Using a GPU to run our CNN model 5x faster.mp4

117.32 MB

012 Breaking our CNN model down part 2 Preparing to load our data.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/012 Breaking our CNN model down part 2 Preparing to load our data.mp4

110.12 MB

010 Improving our non-CNN model by adding more layers.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/010 Improving our non-CNN model by adding more layers.mp4

108.53 MB

025 Writing a helper function to load and preprocessing custom images.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/025 Writing a helper function to load and preprocessing custom images.mp4

107.44 MB

022 Breaking our CNN model down part 12 Discovering the power of shuffling data.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/022 Breaking our CNN model down part 12 Discovering the power of shuffling data.mp4

105.32 MB

013 Breaking our CNN model down part 3 Loading our data with ImageDataGenerator.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/013 Breaking our CNN model down part 3 Loading our data with ImageDataGenerator.mp4

105.13 MB

009 Trying a non-CNN model on our image data.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/009 Trying a non-CNN model on our image data.mp4

102.36 MB

026 Making a prediction on a custom image with our trained CNN.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/026 Making a prediction on a custom image with our trained CNN.mp4

101.04 MB

021 Breaking our CNN model down part 11 Training a CNN model on augmented data.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/021 Breaking our CNN model down part 11 Training a CNN model on augmented data.mp4

96.02 MB

011 Breaking our CNN model down part 1 Becoming one with the data.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/011 Breaking our CNN model down part 1 Becoming one with the data.mp4

92.18 MB

029 Multi-class CNN's part 3 Building a multi-class CNN model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/029 Multi-class CNN's part 3 Building a multi-class CNN model.mp4

91.92 MB

005 Becoming One With Data Part 2.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/005 Becoming One With Data Part 2.mp4

90.19 MB

017 Breaking our CNN model down part 7 Evaluating our CNN's training curves.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/017 Breaking our CNN model down part 7 Evaluating our CNN's training curves.mp4

89.21 MB

014 Breaking our CNN model down part 4 Building a baseline CNN model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/014 Breaking our CNN model down part 4 Building a baseline CNN model.mp4

87.44 MB

001 Introduction to Computer Vision with TensorFlow.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/001 Introduction to Computer Vision with TensorFlow.mp4

74.92 MB

003 Downloading an image dataset for our first Food Vision model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/003 Downloading an image dataset for our first Food Vision model.mp4

73.34 MB

036 Saving and loading our trained CNN model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/036 Saving and loading our trained CNN model.mp4

70.49 MB

019 Breaking our CNN model down part 9 Reducing overfitting with data augmentation.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/019 Breaking our CNN model down part 9 Reducing overfitting with data augmentation.mp4

66.33 MB

016 Breaking our CNN model down part 6 Compiling and fitting our baseline CNN.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/016 Breaking our CNN model down part 6 Compiling and fitting our baseline CNN.mp4

64.94 MB

028 Multi-class CNN's part 2 Preparing our data (turning it into tensors).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/028 Multi-class CNN's part 2 Preparing our data (turning it into tensors).mp4

61.46 MB

027 Multi-class CNN's part 1 Becoming one with the data.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/027 Multi-class CNN's part 1 Becoming one with the data.mp4

61.05 MB

030 Multi-class CNN's part 4 Fitting a multi-class CNN model to the data.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/030 Multi-class CNN's part 4 Fitting a multi-class CNN model to the data.mp4

61.01 MB

007 Building an end to end CNN Model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/007 Building an end to end CNN Model.mp4

59.22 MB

004 Becoming One With Data.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/004 Becoming One With Data.mp4

45.63 MB

024 Downloading a custom image to make predictions on.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/024 Downloading a custom image to make predictions on.mp4

44.36 MB

023 Breaking our CNN model down part 13 Exploring options to improve our model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/023 Breaking our CNN model down part 13 Exploring options to improve our model.mp4

42.42 MB

034 Multi-class CNN's part 8 Things you could do to improve your CNN model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/034 Multi-class CNN's part 8 Things you could do to improve your CNN model.mp4

35.78 MB

031 Multi-class CNN's part 5 Evaluating our multi-class CNN model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/031 Multi-class CNN's part 5 Evaluating our multi-class CNN model.mp4

34.36 MB

002 Introduction to Convolutional Neural Networks (CNNs) with TensorFlow.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/002 Introduction to Convolutional Neural Networks (CNNs) with TensorFlow.mp4

33.88 MB

006 Becoming One With Data Part 3.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/006 Becoming One With Data Part 3.mp4

33.75 MB

007 Building an end to end CNN Model_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/007 Building an end to end CNN Model_en.srt

26 KB

015 Breaking our CNN model down part 5 Looking inside a Conv2D layer_en.srt

22.79 KB

027 Multi-class CNN's part 1 Becoming one with the data_en.srt

22.69 KB

020 Breaking our CNN model down part 10 Visualizing our augmented data_en.srt

21.55 KB

018 Breaking our CNN model down part 8 Reducing overfitting with Max Pooling_en.srt

19.25 KB

017 Breaking our CNN model down part 7 Evaluating our CNN's training curves_en.srt

17.09 KB

012 Breaking our CNN model down part 2 Preparing to load our data_en.srt

16.51 KB

032 Multi-class CNN's part 6 Trying to fix overfitting by removing layers_en.srt

16.43 KB

033 Multi-class CNN's part 7 Trying to fix overfitting with data augmentation_en.srt

16.32 KB

005 Becoming One With Data Part 2_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/005 Becoming One With Data Part 2_en.srt

16.06 KB

026 Making a prediction on a custom image with our trained CNN_en.srt

15.46 KB

001 Introduction to Computer Vision with TensorFlow_en.srt

15 KB

022 Breaking our CNN model down part 12 Discovering the power of shuffling data_en.srt

14.3 KB

010 Improving our non-CNN model by adding more layers_en.srt

13.98 KB

025 Writing a helper function to load and preprocessing custom images_en.srt

13.73 KB

021 Breaking our CNN model down part 11 Training a CNN model on augmented data_en.srt

13.58 KB

013 Breaking our CNN model down part 3 Loading our data with ImageDataGenerator_en.srt

13.46 KB

008 Using a GPU to run our CNN model 5x faster_en.srt

13.05 KB

011 Breaking our CNN model down part 1 Becoming one with the data_en.srt

13 KB

002 Introduction to Convolutional Neural Networks (CNNs) with TensorFlow_en.srt

12.11 KB

035 Multi-class CNN's part 9 Making predictions with our model on custom images_en.srt

11.9 KB

009 Trying a non-CNN model on our image data_en.srt

11.63 KB

014 Breaking our CNN model down part 4 Building a baseline CNN model_en.srt

11.22 KB

029 Multi-class CNN's part 3 Building a multi-class CNN model_en.srt

10.65 KB

003 Downloading an image dataset for our first Food Vision model_en.srt

10.32 KB

028 Multi-class CNN's part 2 Preparing our data (turning it into tensors)_en.srt

9.96 KB

016 Breaking our CNN model down part 6 Compiling and fitting our baseline CNN_en.srt

9.86 KB

019 Breaking our CNN model down part 9 Reducing overfitting with data augmentation_en.srt

9.39 KB

036 Saving and loading our trained CNN model_en.srt

9.07 KB

030 Multi-class CNN's part 4 Fitting a multi-class CNN model to the data_en.srt

8.96 KB

023 Breaking our CNN model down part 13 Exploring options to improve our model_en.srt

7.53 KB

024 Downloading a custom image to make predictions on_en.srt

6.94 KB

031 Multi-class CNN's part 5 Evaluating our multi-class CNN model_en.srt

6.79 KB

004 Becoming One With Data_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/004 Becoming One With Data_en.srt

6.72 KB

006 Becoming One With Data Part 3_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/006 Becoming One With Data Part 3_en.srt

6.54 KB

034 Multi-class CNN's part 8 Things you could do to improve your CNN model_en.srt

6.18 KB

037 TensorFlow computer vision and CNNs challenge, exercises & extra-curriculum.html

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/037 TensorFlow computer vision and CNNs challenge, exercises & extra-curriculum.html

2.48 KB

external-links.txt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/external-links.txt

207 Bytes

001 All-course-materials-and-links-notebooks-code-data-slides-on-GitHub.url

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/001 All-course-materials-and-links-notebooks-code-data-slides-on-GitHub.url

82 Bytes

015 CNN-Explainer-website.url

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/05 - Computer Vision and Convolutional Neural Networks in TensorFlow/015 CNN-Explainer-website.url

65 Bytes

08 - Transfer Learning with TensorFlow Part 3 Scaling Up

45 files • 1.9 GB

018 Making predictions on our test images and evaluating them.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/08 - Transfer Learning with TensorFlow Part 3 Scaling Up/018 Making predictions on our test images and evaluating them.mp4

173.45 MB

014 Creating a confusion matrix for our model's 101 different classes.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/08 - Transfer Learning with TensorFlow Part 3 Scaling Up/014 Creating a confusion matrix for our model's 101 different classes.mp4

162.62 MB

015 Evaluating every individual class in our dataset.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/08 - Transfer Learning with TensorFlow Part 3 Scaling Up/015 Evaluating every individual class in our dataset.mp4

133.43 MB

002 Getting helper functions ready and downloading data to model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/08 - Transfer Learning with TensorFlow Part 3 Scaling Up/002 Getting helper functions ready and downloading data to model.mp4

132.74 MB

021 Plotting and visualising the samples our model got most wrong.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/08 - Transfer Learning with TensorFlow Part 3 Scaling Up/021 Plotting and visualising the samples our model got most wrong.mp4

127.96 MB

011 Making predictions with our trained model on 25,250 test samples.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/08 - Transfer Learning with TensorFlow Part 3 Scaling Up/011 Making predictions with our trained model on 25,250 test samples.mp4

115.73 MB

020 Writing code to uncover our model's most wrong predictions.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/08 - Transfer Learning with TensorFlow Part 3 Scaling Up/020 Writing code to uncover our model's most wrong predictions.mp4

110.95 MB

022 Making predictions on and plotting our own custom images.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/08 - Transfer Learning with TensorFlow Part 3 Scaling Up/022 Making predictions on and plotting our own custom images.mp4

110.03 MB

017 Creating a function to load and prepare images for making predictions.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/08 - Transfer Learning with TensorFlow Part 3 Scaling Up/017 Creating a function to load and prepare images for making predictions.mp4

109.16 MB

007 Unfreezing some layers in our base model to prepare for fine-tuning.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/08 - Transfer Learning with TensorFlow Part 3 Scaling Up/007 Unfreezing some layers in our base model to prepare for fine-tuning.mp4

100.44 MB

005 Creating a headless EfficientNetB0 model with data augmentation built in.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/08 - Transfer Learning with TensorFlow Part 3 Scaling Up/005 Creating a headless EfficientNetB0 model with data augmentation built in.mp4

81.44 MB

010 Downloading a pretrained model to make and evaluate predictions with.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/08 - Transfer Learning with TensorFlow Part 3 Scaling Up/010 Downloading a pretrained model to make and evaluate predictions with.mp4

80.24 MB

008 Fine-tuning our feature extraction model and evaluating its performance.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/08 - Transfer Learning with TensorFlow Part 3 Scaling Up/008 Fine-tuning our feature extraction model and evaluating its performance.mp4

66.21 MB

016 Plotting our model's F1-scores for each separate class.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/08 - Transfer Learning with TensorFlow Part 3 Scaling Up/016 Plotting our model's F1-scores for each separate class.mp4

64.43 MB

006 Fitting and evaluating our biggest transfer learning model yet.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/08 - Transfer Learning with TensorFlow Part 3 Scaling Up/006 Fitting and evaluating our biggest transfer learning model yet.mp4

60.15 MB

019 Discussing the benefits of finding your model's most wrong predictions.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/08 - Transfer Learning with TensorFlow Part 3 Scaling Up/019 Discussing the benefits of finding your model's most wrong predictions.mp4

59.06 MB

009 Saving and loading our trained model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/08 - Transfer Learning with TensorFlow Part 3 Scaling Up/009 Saving and loading our trained model.mp4

57.91 MB

013 Confirming our model's predictions are in the same order as the test labels.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/08 - Transfer Learning with TensorFlow Part 3 Scaling Up/013 Confirming our model's predictions are in the same order as the test labels.mp4

50.89 MB

001 Introduction to Transfer Learning Part 3 Scaling Up.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/08 - Transfer Learning with TensorFlow Part 3 Scaling Up/001 Introduction to Transfer Learning Part 3 Scaling Up.mp4

41.01 MB

012 Unravelling our test dataset for comparing ground truth labels to predictions.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/08 - Transfer Learning with TensorFlow Part 3 Scaling Up/012 Unravelling our test dataset for comparing ground truth labels to predictions.mp4

38.12 MB

004 Creating a data augmentation layer to use with our model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/08 - Transfer Learning with TensorFlow Part 3 Scaling Up/004 Creating a data augmentation layer to use with our model.mp4

36.24 MB

003 Outlining the model we're going to build and building a ModelCheckpoint callback.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/08 - Transfer Learning with TensorFlow Part 3 Scaling Up/003 Outlining the model we're going to build and building a ModelCheckpoint callback.mp4

29.16 MB

018 Making predictions on our test images and evaluating them_en.srt

23.48 KB

015 Evaluating every individual class in our dataset_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/08 - Transfer Learning with TensorFlow Part 3 Scaling Up/015 Evaluating every individual class in our dataset_en.srt

19.3 KB

002 Getting helper functions ready and downloading data to model_en.srt

17.73 KB

014 Creating a confusion matrix for our model's 101 different classes_en.srt

17.49 KB

020 Writing code to uncover our model's most wrong predictions_en.srt

17.03 KB

007 Unfreezing some layers in our base model to prepare for fine-tuning_en.srt

16.61 KB

011 Making predictions with our trained model on 25,250 test samples_en.srt

16.24 KB

017 Creating a function to load and prepare images for making predictions_en.srt

15.8 KB

021 Plotting and visualising the samples our model got most wrong_en.srt

15.46 KB

022 Making predictions on and plotting our own custom images_en.srt

14.62 KB

005 Creating a headless EfficientNetB0 model with data augmentation built in_en.srt

13.45 KB

008 Fine-tuning our feature extraction model and evaluating its performance_en.srt

11.87 KB

006 Fitting and evaluating our biggest transfer learning model yet_en.srt

11.44 KB

016 Plotting our model's F1-scores for each separate class_en.srt

10.7 KB

001 Introduction to Transfer Learning Part 3 Scaling Up_en.srt

10.12 KB

019 Discussing the benefits of finding your model's most wrong predictions_en.srt

9.41 KB

009 Saving and loading our trained model_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/08 - Transfer Learning with TensorFlow Part 3 Scaling Up/009 Saving and loading our trained model_en.srt

8.98 KB

010 Downloading a pretrained model to make and evaluate predictions with_en.srt

8.91 KB

012 Unravelling our test dataset for comparing ground truth labels to predictions_en.srt

7.72 KB

003 Outlining the model we're going to build and building a ModelCheckpoint callback_en.srt

7.41 KB

013 Confirming our model's predictions are in the same order as the test labels_en.srt

6.77 KB

004 Creating a data augmentation layer to use with our model_en.srt

6.25 KB

023 Transfer Learning in TensorFlow Part 3 challenge, exercises and extra-curriculum.html

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/08 - Transfer Learning with TensorFlow Part 3 Scaling Up/023 Transfer Learning in TensorFlow Part 3 challenge, exercises and extra-curriculum.html

2.26 KB

04 - Neural network classification in TensorFlow

70 files • 2.81 GB

009 Creating a function to view our model's not so good predictions.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/009 Creating a function to view our model's not so good predictions.mp4

163.48 MB

019 Using callbacks to find a model's ideal learning rate.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/019 Using callbacks to find a model's ideal learning rate.mp4

156.82 MB

016 Non-linearity part 5 Replicating non-linear activation functions from scratch.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/016 Non-linearity part 5 Replicating non-linear activation functions from scratch.mp4

149.01 MB

027 Multi-class classification part 3 Building a multi-class classification model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/027 Multi-class classification part 3 Building a multi-class classification model.mp4

144.19 MB

017 Getting great results in less time by tweaking the learning rate.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/017 Getting great results in less time by tweaking the learning rate.mp4

137.87 MB

034 What patterns is our model learning.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/034 What patterns is our model learning.mp4

127.53 MB

007 Building a not very good classification model with TensorFlow.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/007 Building a not very good classification model with TensorFlow.mp4

127.24 MB

014 Non-linearity part 3 Upgrading our non-linear model with more layers.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/014 Non-linearity part 3 Upgrading our non-linear model with more layers.mp4

125.91 MB

011 Make our poor classification model work for a regression dataset.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/011 Make our poor classification model work for a regression dataset.mp4

125.87 MB

031 Multi-class classification part 7 Evaluating our model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/031 Multi-class classification part 7 Evaluating our model.mp4

119.45 MB

024 Making our confusion matrix prettier.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/024 Making our confusion matrix prettier.mp4

114.97 MB

028 Multi-class classification part 4 Improving performance with normalisation.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/028 Multi-class classification part 4 Improving performance with normalisation.mp4

114.64 MB

004 Typical architecture of neural network classification models with TensorFlow.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/004 Typical architecture of neural network classification models with TensorFlow.mp4

113.95 MB

005 Creating and viewing classification data to model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/005 Creating and viewing classification data to model.mp4

107.19 MB

015 Non-linearity part 4 Modelling our non-linear data once and for all.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/015 Non-linearity part 4 Modelling our non-linear data once and for all.mp4

98.73 MB

012 Non-linearity part 1 Straight lines and non-straight lines.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/012 Non-linearity part 1 Straight lines and non-straight lines.mp4

97.7 MB

020 Training and evaluating a model with an ideal learning rate.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/020 Training and evaluating a model with an ideal learning rate.mp4

89.59 MB

025 Putting things together with multi-class classification part 1 Getting the data.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/025 Putting things together with multi-class classification part 1 Getting the data.mp4

87.25 MB

008 Trying to improve our not very good classification model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/008 Trying to improve our not very good classification model.mp4

85.16 MB

001 Introduction to neural network classification in TensorFlow.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/001 Introduction to neural network classification in TensorFlow.mp4

62.95 MB

018 Using the TensorFlow History object to plot a model's loss curves.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/018 Using the TensorFlow History object to plot a model's loss curves.mp4

62.93 MB

013 Non-linearity part 2 Building our first neural network with non-linearity.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/013 Non-linearity part 2 Building our first neural network with non-linearity.mp4

60.36 MB

033 Multi-class classification part 9 Visualising random model predictions.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/033 Multi-class classification part 9 Visualising random model predictions.mp4

58.94 MB

023 Creating our first confusion matrix (to see where our model is getting confused).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/023 Creating our first confusion matrix (to see where our model is getting confused).mp4

56.44 MB

026 Multi-class classification part 2 Becoming one with the data.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/026 Multi-class classification part 2 Becoming one with the data.mp4

48.82 MB

006 Checking the input and output shapes of our classification data.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/006 Checking the input and output shapes of our classification data.mp4

38.9 MB

021 Introducing more classification evaluation methods.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/021 Introducing more classification evaluation methods.mp4

36.86 MB

030 Multi-class classification part 6 Finding the ideal learning rate.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/030 Multi-class classification part 6 Finding the ideal learning rate.mp4

36.75 MB

032 Multi-class classification part 8 Creating a confusion matrix.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/032 Multi-class classification part 8 Creating a confusion matrix.mp4

34.22 MB

022 Finding the accuracy of our classification model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/022 Finding the accuracy of our classification model.mp4

33.95 MB

002 Example classification problems (and their inputs and outputs).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/002 Example classification problems (and their inputs and outputs).mp4

20.43 MB

029 Multi-class classification part 5 Comparing normalised and non-normalised data.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/029 Multi-class classification part 5 Comparing normalised and non-normalised data.mp4

18.81 MB

003 Input and output tensors of classification problems.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/003 Input and output tensors of classification problems.mp4

18.68 MB

019 Using callbacks to find a model's ideal learning rate_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/019 Using callbacks to find a model's ideal learning rate_en.srt

24.88 KB

027 Multi-class classification part 3 Building a multi-class classification model_en.srt

21.13 KB

034 What patterns is our model learning_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/034 What patterns is our model learning_en.srt

20.83 KB

017 Getting great results in less time by tweaking the learning rate_en.srt

19.38 KB

009 Creating a function to view our model's not so good predictions_en.srt

18.99 KB

016 Non-linearity part 5 Replicating non-linear activation functions from scratch_en.srt

18.29 KB

024 Making our confusion matrix prettier_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/024 Making our confusion matrix prettier_en.srt

18.29 KB

031 Multi-class classification part 7 Evaluating our model_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/031 Multi-class classification part 7 Evaluating our model_en.srt

16.96 KB

011 Make our poor classification model work for a regression dataset_en.srt

16.78 KB

028 Multi-class classification part 4 Improving performance with normalisation_en.srt

16.22 KB

007 Building a not very good classification model with TensorFlow_en.srt

16.03 KB

030 Multi-class classification part 6 Finding the ideal learning rate_en.srt

14.91 KB

004 Typical architecture of neural network classification models with TensorFlow_en.srt

14.61 KB

005 Creating and viewing classification data to model_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/005 Creating and viewing classification data to model_en.srt

14.39 KB

014 Non-linearity part 3 Upgrading our non-linear model with more layers_en.srt

14.35 KB

012 Non-linearity part 1 Straight lines and non-straight lines_en.srt

13.79 KB

025 Putting things together with multi-class classification part 1 Getting the data_en.srt

13.77 KB

033 Multi-class classification part 9 Visualising random model predictions_en.srt

13.52 KB

001 Introduction to neural network classification in TensorFlow_en.srt

12.76 KB

008 Trying to improve our not very good classification model_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/008 Trying to improve our not very good classification model_en.srt

12.67 KB

015 Non-linearity part 4 Modelling our non-linear data once and for all_en.srt

11.99 KB

020 Training and evaluating a model with an ideal learning rate_en.srt

11.87 KB

023 Creating our first confusion matrix (to see where our model is getting confused)_en.srt

11.54 KB

026 Multi-class classification part 2 Becoming one with the data_en.srt

9.99 KB

002 Example classification problems (and their inputs and outputs)_en.srt

9.89 KB

021 Introducing more classification evaluation methods_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/021 Introducing more classification evaluation methods_en.srt

8.87 KB

003 Input and output tensors of classification problems_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/003 Input and output tensors of classification problems_en.srt

8.85 KB

018 Using the TensorFlow History object to plot a model's loss curves_en.srt

8.38 KB

013 Non-linearity part 2 Building our first neural network with non-linearity_en.srt

7.58 KB

032 Multi-class classification part 8 Creating a confusion matrix_en.srt

6.67 KB

006 Checking the input and output shapes of our classification data_en.srt

6.57 KB

022 Finding the accuracy of our classification model_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/022 Finding the accuracy of our classification model_en.srt

5.63 KB

029 Multi-class classification part 5 Comparing normalised and non-normalised data_en.srt

5.44 KB

010 Note Updates for TensorFlow 2.7.0.html

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/010 Note Updates for TensorFlow 2.7.0.html

3.45 KB

035 TensorFlow classification challenge, exercises & extra-curriculum.html

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/035 TensorFlow classification challenge, exercises & extra-curriculum.html

2.45 KB

external-links.txt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/external-links.txt

135 Bytes

001 All-course-materials-and-links-notebooks-code-data-slides-on-GitHub.url

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/04 - Neural network classification in TensorFlow/001 All-course-materials-and-links-notebooks-code-data-slides-on-GitHub.url

82 Bytes

06 - Transfer Learning in TensorFlow Part 1 Feature extraction

25 files • 1.02 GB

010 Comparing Our Model's Results.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/06 - Transfer Learning in TensorFlow Part 1 Feature extraction/010 Comparing Our Model's Results.mp4

146.26 MB

005 Building and compiling a TensorFlow Hub feature extraction model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/06 - Transfer Learning in TensorFlow Part 1 Feature extraction/005 Building and compiling a TensorFlow Hub feature extraction model.mp4

138.17 MB

002 Downloading and preparing data for our first transfer learning model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/06 - Transfer Learning in TensorFlow Part 1 Feature extraction/002 Downloading and preparing data for our first transfer learning model.mp4

133.42 MB

009 Different Types of Transfer Learning.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/06 - Transfer Learning in TensorFlow Part 1 Feature extraction/009 Different Types of Transfer Learning.mp4

113.38 MB

008 Building and training a pre-trained EfficientNet model on our data.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/06 - Transfer Learning in TensorFlow Part 1 Feature extraction/008 Building and training a pre-trained EfficientNet model on our data.mp4

108.07 MB

006 Blowing our previous models out of the water with transfer learning.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/06 - Transfer Learning in TensorFlow Part 1 Feature extraction/006 Blowing our previous models out of the water with transfer learning.mp4

101.68 MB

003 Introducing Callbacks in TensorFlow and making a callback to track our models.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/06 - Transfer Learning in TensorFlow Part 1 Feature extraction/003 Introducing Callbacks in TensorFlow and making a callback to track our models.mp4

95.32 MB

004 Exploring the TensorFlow Hub website for pretrained models.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/06 - Transfer Learning in TensorFlow Part 1 Feature extraction/004 Exploring the TensorFlow Hub website for pretrained models.mp4

87.63 MB

007 Plotting the loss curves of our ResNet feature extraction model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/06 - Transfer Learning in TensorFlow Part 1 Feature extraction/007 Plotting the loss curves of our ResNet feature extraction model.mp4

62.29 MB

001 What is and why use transfer learning.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/06 - Transfer Learning in TensorFlow Part 1 Feature extraction/001 What is and why use transfer learning.mp4

30.4 MB

012 Exercise Imposter Syndrome.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/06 - Transfer Learning in TensorFlow Part 1 Feature extraction/012 Exercise Imposter Syndrome.mp4

27.39 MB

010 Comparing Our Model's Results_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/06 - Transfer Learning in TensorFlow Part 1 Feature extraction/010 Comparing Our Model's Results_en.srt

21.57 KB

005 Building and compiling a TensorFlow Hub feature extraction model_en.srt

18.91 KB

002 Downloading and preparing data for our first transfer learning model_en.srt

18.12 KB

001 What is and why use transfer learning_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/06 - Transfer Learning in TensorFlow Part 1 Feature extraction/001 What is and why use transfer learning_en.srt

15.94 KB

009 Different Types of Transfer Learning_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/06 - Transfer Learning in TensorFlow Part 1 Feature extraction/009 Different Types of Transfer Learning_en.srt

15.68 KB

004 Exploring the TensorFlow Hub website for pretrained models_en.srt

14.68 KB

008 Building and training a pre-trained EfficientNet model on our data_en.srt

14.27 KB

003 Introducing Callbacks in TensorFlow and making a callback to track our models_en.srt

14.26 KB

006 Blowing our previous models out of the water with transfer learning_en.srt

13.66 KB

007 Plotting the loss curves of our ResNet feature extraction model_en.srt

10.81 KB

012 Exercise Imposter Syndrome_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/06 - Transfer Learning in TensorFlow Part 1 Feature extraction/012 Exercise Imposter Syndrome_en.srt

4.49 KB

011 TensorFlow Transfer Learning Part 1 challenge, exercises & extra-curriculum.html

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/06 - Transfer Learning in TensorFlow Part 1 Feature extraction/011 TensorFlow Transfer Learning Part 1 challenge, exercises & extra-curriculum.html

2.42 KB

external-links.txt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/06 - Transfer Learning in TensorFlow Part 1 Feature extraction/external-links.txt

130 Bytes

001 All-course-materials-and-links-notebooks-code-data-slides-on-GitHub.url

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/06 - Transfer Learning in TensorFlow Part 1 Feature extraction/001 All-course-materials-and-links-notebooks-code-data-slides-on-GitHub.url

77 Bytes

13 - Passing the TensorFlow Developer Certificate Exam

14 files • 360.97 MB

005 How to prepare (your computer) for the TensorFlow Developer Certification.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/13 - Passing the TensorFlow Developer Certificate Exam/005 How to prepare (your computer) for the TensorFlow Developer Certification.mp4

142.79 MB

004 How to prepare (your brain) for the TensorFlow Developer Certification.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/13 - Passing the TensorFlow Developer Certificate Exam/004 How to prepare (your brain) for the TensorFlow Developer Certification.mp4

100.88 MB

003 Why the TensorFlow Developer Certification.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/13 - Passing the TensorFlow Developer Certificate Exam/003 Why the TensorFlow Developer Certification.mp4

53.21 MB

002 What is the TensorFlow Developer Certification.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/13 - Passing the TensorFlow Developer Certificate Exam/002 What is the TensorFlow Developer Certification.mp4

46.95 MB

006 What to do after the TensorFlow Developer Certification exam.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/13 - Passing the TensorFlow Developer Certificate Exam/006 What to do after the TensorFlow Developer Certification exam.mp4

17.08 MB

005 How to prepare (your computer) for the TensorFlow Developer Certification_en.srt

20.49 KB

004 How to prepare (your brain) for the TensorFlow Developer Certification_en.srt

13.01 KB

003 Why the TensorFlow Developer Certification_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/13 - Passing the TensorFlow Developer Certificate Exam/003 Why the TensorFlow Developer Certification_en.srt

11.37 KB

002 What is the TensorFlow Developer Certification_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/13 - Passing the TensorFlow Developer Certificate Exam/002 What is the TensorFlow Developer Certification_en.srt

8.43 KB

006 What to do after the TensorFlow Developer Certification exam_en.srt

3.92 KB

001 Get ready to be TensorFlow Developer Certified!.html

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/13 - Passing the TensorFlow Developer Certificate Exam/001 Get ready to be TensorFlow Developer Certified!.html

1.63 KB

0. Websites you may like

3 files • 298 Bytes

[FreeCourseSite.com].url

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/13 - Passing the TensorFlow Developer Certificate Exam/0. Websites you may like/[FreeCourseSite.com].url

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[CourseClub.Me].url

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/13 - Passing the TensorFlow Developer Certificate Exam/0. Websites you may like/[CourseClub.Me].url

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[GigaCourse.Com].url

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02 - Deep Learning and TensorFlow Fundamentals

63 files • 1.91 GB

011 Creating your first tensors with TensorFlow and tf.constant().mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/011 Creating your first tensors with TensorFlow and tf.constant().mp4

133.95 MB

030 Making sure our tensor operations run really fast on GPUs.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/030 Making sure our tensor operations run really fast on GPUs.mp4

112.5 MB

020 Matrix multiplication with tensors part 2.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/020 Matrix multiplication with tensors part 2.mp4

106.9 MB

019 Matrix multiplication with tensors part 1.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/019 Matrix multiplication with tensors part 1.mp4

103.3 MB

015 Creating tensors from NumPy arrays.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/015 Creating tensors from NumPy arrays.mp4

101.24 MB

025 Finding the positional minimum and maximum of a tensor (argmin and argmax).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/025 Finding the positional minimum and maximum of a tensor (argmin and argmax).mp4

97.69 MB

014 Shuffling the order of tensors.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/014 Shuffling the order of tensors.mp4

90.43 MB

023 Tensor aggregation (finding the min, max, mean & more).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/023 Tensor aggregation (finding the min, max, mean & more).mp4

90.16 MB

013 Creating random tensors with TensorFlow.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/013 Creating random tensors with TensorFlow.mp4

88.76 MB

016 Getting information from your tensors (tensor attributes).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/016 Getting information from your tensors (tensor attributes).mp4

86.89 MB

017 Indexing and expanding tensors.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/017 Indexing and expanding tensors.mp4

85.78 MB

021 Matrix multiplication with tensors part 3.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/021 Matrix multiplication with tensors part 3.mp4

80.46 MB

022 Changing the datatype of tensors.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/022 Changing the datatype of tensors.mp4

72.73 MB

012 Creating tensors with TensorFlow and tf.Variable().mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/012 Creating tensors with TensorFlow and tf.Variable().mp4

71.45 MB

024 Tensor troubleshooting example (updating tensor datatypes).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/024 Tensor troubleshooting example (updating tensor datatypes).mp4

70.71 MB

006 What is and why use TensorFlow.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/006 What is and why use TensorFlow.mp4

69.38 MB

003 What are neural networks.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/003 What are neural networks.mp4

65.59 MB

005 What is deep learning already being used for.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/005 What is deep learning already being used for.mp4

64.54 MB

002 Why use deep learning.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/002 Why use deep learning.mp4

61.31 MB

027 One-hot encoding tensors.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/027 One-hot encoding tensors.mp4

60.22 MB

028 Trying out more tensor math operations.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/028 Trying out more tensor math operations.mp4

57.24 MB

018 Manipulating tensors with basic operations.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/018 Manipulating tensors with basic operations.mp4

45.95 MB

001 What is deep learning.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/001 What is deep learning.mp4

36.31 MB

026 Squeezing a tensor (removing all 1-dimension axes).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/026 Squeezing a tensor (removing all 1-dimension axes).mp4

30.12 MB

009 How to approach this course.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/009 How to approach this course.mp4

24.94 MB

007 What is a Tensor.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/007 What is a Tensor.mp4

19.4 MB

029 Exploring TensorFlow and NumPy's compatibility.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/029 Exploring TensorFlow and NumPy's compatibility.mp4

16.59 MB

008 What we're going to cover throughout the course.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/008 What we're going to cover throughout the course.mp4

14.36 MB

011 Creating your first tensors with TensorFlow and tf.constant()_en.srt

24.75 KB

020 Matrix multiplication with tensors part 2_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/020 Matrix multiplication with tensors part 2_en.srt

17.35 KB

016 Getting information from your tensors (tensor attributes)_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/016 Getting information from your tensors (tensor attributes)_en.srt

16.96 KB

017 Indexing and expanding tensors_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/017 Indexing and expanding tensors_en.srt

16.96 KB

019 Matrix multiplication with tensors part 1_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/019 Matrix multiplication with tensors part 1_en.srt

15.22 KB

015 Creating tensors from NumPy arrays_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/015 Creating tensors from NumPy arrays_en.srt

15.03 KB

003 What are neural networks_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/003 What are neural networks_en.srt

14.7 KB

030 Making sure our tensor operations run really fast on GPUs_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/030 Making sure our tensor operations run really fast on GPUs_en.srt

14.46 KB

002 Why use deep learning_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/002 Why use deep learning_en.srt

14.2 KB

005 What is deep learning already being used for_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/005 What is deep learning already being used for_en.srt

13.48 KB

021 Matrix multiplication with tensors part 3_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/021 Matrix multiplication with tensors part 3_en.srt

13.27 KB

013 Creating random tensors with TensorFlow_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/013 Creating random tensors with TensorFlow_en.srt

13.03 KB

023 Tensor aggregation (finding the min, max, mean & more)_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/023 Tensor aggregation (finding the min, max, mean & more)_en.srt

12.88 KB

014 Shuffling the order of tensors_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/014 Shuffling the order of tensors_en.srt

12.63 KB

025 Finding the positional minimum and maximum of a tensor (argmin and argmax)_en.srt

12.38 KB

006 What is and why use TensorFlow_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/006 What is and why use TensorFlow_en.srt

11.74 KB

012 Creating tensors with TensorFlow and tf.Variable()_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/012 Creating tensors with TensorFlow and tf.Variable()_en.srt

9.9 KB

022 Changing the datatype of tensors_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/022 Changing the datatype of tensors_en.srt

8.65 KB

009 How to approach this course_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/009 How to approach this course_en.srt

8.24 KB

027 One-hot encoding tensors_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/027 One-hot encoding tensors_en.srt

7.98 KB

008 What we're going to cover throughout the course_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/008 What we're going to cover throughout the course_en.srt

7.24 KB

029 Exploring TensorFlow and NumPy's compatibility_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/029 Exploring TensorFlow and NumPy's compatibility_en.srt

7.11 KB

018 Manipulating tensors with basic operations_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/018 Manipulating tensors with basic operations_en.srt

6.95 KB

001 What is deep learning_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/001 What is deep learning_en.srt

6.94 KB

024 Tensor troubleshooting example (updating tensor datatypes)_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/024 Tensor troubleshooting example (updating tensor datatypes)_en.srt

6.64 KB

028 Trying out more tensor math operations_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/028 Trying out more tensor math operations_en.srt

6.24 KB

007 What is a Tensor_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/02 - Deep Learning and TensorFlow Fundamentals/007 What is a Tensor_en.srt

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026 Squeezing a tensor (removing all 1-dimension axes)_en.srt

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032 Monthly Coding Challenges, Free Resources and Guides.html

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09 - Milestone Project 1 Food Vision Big™

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006 Creating a preprocessing function to prepare our data for modelling.mp4

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005 Exploring and becoming one with the data (Food101 from TensorFlow Datasets).mp4

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011 Turning on mixed precision training with TensorFlow.mp4

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012 Creating a feature extraction model capable of using mixed precision training.mp4

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004 Introduction to TensorFlow Datasets (TFDS).mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/09 - Milestone Project 1 Food Vision Big™/004 Introduction to TensorFlow Datasets (TFDS).mp4

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015 Introducing your Milestone Project 1 challenge build a model to beat DeepFood.mp4

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013 Checking to see if our model is using mixed precision training layer by layer.mp4

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002 Making sure we have access to the right GPU for mixed precision training.mp4

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014 Training and evaluating a feature extraction model (Food Vision Big™).mp4

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009 Creating modelling callbacks for our feature extraction model.mp4

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008 Exploring what happens when we batch and prefetch our data.mp4

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003 Getting helper functions ready.mp4

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001 Introduction to Milestone Project 1 Food Vision Big™.mp4

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006 Creating a preprocessing function to prepare our data for modelling_en.srt

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004 Introduction to TensorFlow Datasets (TFDS)_en.srt

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012 Creating a feature extraction model capable of using mixed precision training_en.srt

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014 Training and evaluating a feature extraction model (Food Vision Big™)_en.srt

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008 Exploring what happens when we batch and prefetch our data_en.srt

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001 Introduction to Milestone Project 1 Food Vision Big™_en.srt

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003 Getting helper functions ready_en.srt

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016 Milestone Project 1 Food Vision Big™, exercises and extra-curriculum.html

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010 Note Mixed Precision producing errors for TensorFlow 2.5+.html

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0. Websites you may like

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17 - Appendix Pandas for Data Analysis

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009 Selecting and Viewing Data with Pandas Part 2.mp4

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010 Manipulating Data.mp4

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005 Series, Data Frames and CSVs.mp4

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011 Manipulating Data 2.mp4

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012 Manipulating Data 3.mp4

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014 How To Download The Course Assignments.mp4

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67.54 MB

007 Describing Data with Pandas.mp4

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008 Selecting and Viewing Data with Pandas.mp4

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004 Pandas Introduction.mp4

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002 Section Overview.mp4

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5.26 MB

005 pandas-anatomy-of-a-dataframe.png

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010 Manipulating Data_en.srt

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005 Series, Data Frames and CSVs_en.srt

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008 Selecting and Viewing Data with Pandas_en.srt

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011 Manipulating Data 2_en.srt

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007 Describing Data with Pandas_en.srt

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012 Manipulating Data 3_en.srt

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014 How To Download The Course Assignments_en.srt

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004 Pandas Introduction_en.srt

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002 Section Overview_en.srt

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014 Course-Notes.url

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014 https-colab.research.google.com-.url

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18 - Appendix NumPy

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014 Exercise Nut Butter Store Sales.mp4

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90.54 MB

017 Turn Images Into NumPy Arrays.mp4

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013 Dot Product vs Element Wise.mp4

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72.22 MB

009 Manipulating Arrays.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/18 - Appendix NumPy/009 Manipulating Arrays.mp4

70.42 MB

005 NumPy DataTypes and Attributes.mp4

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010 Manipulating Arrays 2.mp4

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008 Viewing Arrays and Matrices.mp4

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61.11 MB

006 Creating NumPy Arrays.mp4

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58.33 MB

012 Reshape and Transpose.mp4

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011 Standard Deviation and Variance.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/18 - Appendix NumPy/011 Standard Deviation and Variance.mp4

37.74 MB

007 NumPy Random Seed.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/18 - Appendix NumPy/007 NumPy Random Seed.mp4

37.31 MB

016 Sorting Arrays.mp4

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25.16 MB

015 Comparison Operators.mp4

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22.58 MB

003 NumPy Introduction.mp4

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002 Section Overview.mp4

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017 numpy-images.zip

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014 Exercise Nut Butter Store Sales_en.srt

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006 Creating NumPy Arrays_en.srt

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010 Manipulating Arrays 2_en.srt

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017 Turn Images Into NumPy Arrays_en.srt

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007 NumPy Random Seed_en.srt

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011 Standard Deviation and Variance_en.srt

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012 Reshape and Transpose_en.srt

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016 Sorting Arrays_en.srt

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003 NumPy Introduction_en.srt

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015 Comparison Operators_en.srt

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002 Section Overview_en.srt

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004 Quick Note Correction In Next Video.html

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019 Optional Extra NumPy resources.html

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001 Quick Note Upcoming Videos.html

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003 NumPy-Video-code.url

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003 https-numpy.org-doc-.url

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01 - Introduction

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002 Join Our Online Classroom!.mp4

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001 Course Outline.mp4

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60.4 MB

005 ZTM Resources.mp4

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001 Course Outline_en.srt

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005 ZTM Resources_en.srt

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002 Join Our Online Classroom!_en.srt

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003 Exercise Meet Your Classmates & Instructor.html

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004 All Course Resources + Asking Questions + Getting Help.html

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external-links.txt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/01 - Introduction/external-links.txt

361 Bytes

004 Zero-to-Mastery-TensorFlow-Deep-Learning-on-GitHub.url

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005 LinkedIn-Group.url

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/01 - Introduction/005 LinkedIn-Group.url

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005 ZTM-Youtube.url

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/01 - Introduction/005 ZTM-Youtube.url

62 Bytes

004 TensorFlow-for-Deep-Learning-Book.url

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/01 - Introduction/004 TensorFlow-for-Deep-Learning-Book.url

54 Bytes

005 zerotomastery.io.url

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/01 - Introduction/005 zerotomastery.io.url

49 Bytes

15 - Appendix Machine Learning Primer

21 files • 142.15 MB

004 Exercise Machine Learning Playground.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/15 - Appendix Machine Learning Primer/004 Exercise Machine Learning Playground.mp4

37.41 MB

005 How Did We Get Here.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/15 - Appendix Machine Learning Primer/005 How Did We Get Here.mp4

31.75 MB

003 AIMachine LearningData Science.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/15 - Appendix Machine Learning Primer/003 AIMachine LearningData Science.mp4

20.19 MB

002 What is Machine Learning.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/15 - Appendix Machine Learning Primer/002 What is Machine Learning.mp4

18.65 MB

009 What Is Machine Learning Round 2.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/15 - Appendix Machine Learning Primer/009 What Is Machine Learning Round 2.mp4

12.24 MB

007 Types of Machine Learning.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/15 - Appendix Machine Learning Primer/007 Types of Machine Learning.mp4

9.85 MB

006 Exercise YouTube Recommendation Engine.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/15 - Appendix Machine Learning Primer/006 Exercise YouTube Recommendation Engine.mp4

9.18 MB

010 Section Review.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/15 - Appendix Machine Learning Primer/010 Section Review.mp4

2.84 MB

002 What is Machine Learning_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/15 - Appendix Machine Learning Primer/002 What is Machine Learning_en.srt

8.96 KB

004 Exercise Machine Learning Playground_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/15 - Appendix Machine Learning Primer/004 Exercise Machine Learning Playground_en.srt

8.13 KB

005 How Did We Get Here_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/15 - Appendix Machine Learning Primer/005 How Did We Get Here_en.srt

7.34 KB

003 AIMachine LearningData Science_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/15 - Appendix Machine Learning Primer/003 AIMachine LearningData Science_en.srt

6.45 KB

009 What Is Machine Learning Round 2_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/15 - Appendix Machine Learning Primer/009 What Is Machine Learning Round 2_en.srt

6.25 KB

006 Exercise YouTube Recommendation Engine_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/15 - Appendix Machine Learning Primer/006 Exercise YouTube Recommendation Engine_en.srt

5.62 KB

007 Types of Machine Learning_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/15 - Appendix Machine Learning Primer/007 Types of Machine Learning_en.srt

5.51 KB

010 Section Review_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/15 - Appendix Machine Learning Primer/010 Section Review_en.srt

2.2 KB

001 Quick Note Upcoming Videos.html

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/15 - Appendix Machine Learning Primer/001 Quick Note Upcoming Videos.html

706 Bytes

008 Are You Getting It Yet.html

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/15 - Appendix Machine Learning Primer/008 Are You Getting It Yet.html

160 Bytes

external-links.txt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/15 - Appendix Machine Learning Primer/external-links.txt

149 Bytes

004 https-teachablemachine.withgoogle.com-.url

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006 https-ml-playground.com-.url

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51 Bytes

16 - Appendix Machine Learning and Data Science Framework

34 files • 165.96 MB

005 Types of Machine Learning Problems.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/16 - Appendix Machine Learning and Data Science Framework/005 Types of Machine Learning Problems.mp4

26.58 MB

006 Types of Data.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/16 - Appendix Machine Learning and Data Science Framework/006 Types of Data.mp4

20.61 MB

012 Modelling - Comparison.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/16 - Appendix Machine Learning and Data Science Framework/012 Modelling - Comparison.mp4

18.67 MB

008 Features In Data.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/16 - Appendix Machine Learning and Data Science Framework/008 Features In Data.mp4

17.83 MB

009 Modelling - Splitting Data.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/16 - Appendix Machine Learning and Data Science Framework/009 Modelling - Splitting Data.mp4

13.75 MB

015 Tools We Will Use.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/16 - Appendix Machine Learning and Data Science Framework/015 Tools We Will Use.mp4

13.24 MB

014 Experimentation.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/16 - Appendix Machine Learning and Data Science Framework/014 Experimentation.mp4

11.95 MB

004 6 Step Machine Learning Framework.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/16 - Appendix Machine Learning and Data Science Framework/004 6 Step Machine Learning Framework.mp4

10.35 MB

010 Modelling - Picking the Model.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/16 - Appendix Machine Learning and Data Science Framework/010 Modelling - Picking the Model.mp4

8.93 MB

007 Types of Evaluation.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/16 - Appendix Machine Learning and Data Science Framework/007 Types of Evaluation.mp4

6.67 MB

002 Section Overview.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/16 - Appendix Machine Learning and Data Science Framework/002 Section Overview.mp4

6.56 MB

011 Modelling - Tuning.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/16 - Appendix Machine Learning and Data Science Framework/011 Modelling - Tuning.mp4

6.31 MB

003 Introducing Our Framework.mp4

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/16 - Appendix Machine Learning and Data Science Framework/003 Introducing Our Framework.mp4

4.41 MB

005 Types of Machine Learning Problems_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/16 - Appendix Machine Learning and Data Science Framework/005 Types of Machine Learning Problems_en.srt

14.46 KB

012 Modelling - Comparison_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/16 - Appendix Machine Learning and Data Science Framework/012 Modelling - Comparison_en.srt

13.32 KB

009 Modelling - Splitting Data_en.srt

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7.8 KB

008 Features In Data_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/16 - Appendix Machine Learning and Data Science Framework/008 Features In Data_en.srt

6.88 KB

004 6 Step Machine Learning Framework_en.srt

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6.86 KB

006 Types of Data_en.srt

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6.49 KB

010 Modelling - Picking the Model_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/16 - Appendix Machine Learning and Data Science Framework/010 Modelling - Picking the Model_en.srt

6.24 KB

015 Tools We Will Use_en.srt

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6.08 KB

011 Modelling - Tuning_en.srt

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5.09 KB

014 Experimentation_en.srt

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5.09 KB

002 Section Overview_en.srt

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4.79 KB

007 Types of Evaluation_en.srt

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4.56 KB

003 Introducing Our Framework_en.srt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/16 - Appendix Machine Learning and Data Science Framework/003 Introducing Our Framework_en.srt

3.7 KB

013 Overfitting and Underfitting Definitions.html

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/16 - Appendix Machine Learning and Data Science Framework/013 Overfitting and Underfitting Definitions.html

1.95 KB

016 Optional Elements of AI.html

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/16 - Appendix Machine Learning and Data Science Framework/016 Optional Elements of AI.html

975 Bytes

001 Quick Note Upcoming Videos.html

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/16 - Appendix Machine Learning and Data Science Framework/001 Quick Note Upcoming Videos.html

706 Bytes

0. Websites you may like

3 files • 298 Bytes

[FreeCourseSite.com].url

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/16 - Appendix Machine Learning and Data Science Framework/0. Websites you may like/[FreeCourseSite.com].url

127 Bytes

[CourseClub.Me].url

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122 Bytes

[GigaCourse.Com].url

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/16 - Appendix Machine Learning and Data Science Framework/0. Websites you may like/[GigaCourse.Com].url

49 Bytes

004 6-Step-Guide.url

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110 Bytes

external-links.txt

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/16 - Appendix Machine Learning and Data Science Framework/external-links.txt

108 Bytes

14 - Where To Go From Here

3 files • 2.66 KB

002 LinkedIn Endorsements.html

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/14 - Where To Go From Here/002 LinkedIn Endorsements.html

1.37 KB

001 Become An Alumni.html

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/14 - Where To Go From Here/001 Become An Alumni.html

944 Bytes

003 TensorFlow Certificate.html

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/14 - Where To Go From Here/003 TensorFlow Certificate.html

385 Bytes

19 - BONUS SECTION

1 files • 1.21 KB

0. Websites you may like

3 files • 298 Bytes

[FreeCourseSite.com].url

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/0. Websites you may like/[FreeCourseSite.com].url

127 Bytes

[CourseClub.Me].url

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/0. Websites you may like/[CourseClub.Me].url

122 Bytes

[GigaCourse.Com].url

[FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery/0. Websites you may like/[GigaCourse.Com].url

49 Bytes

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