[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]

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Files (272)

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]

272 files • 5.12 GB

1. Introduction

5 files • 146.31 MB

1. Welcome to the TensorFlow 2.0 course! Discover its structure and the TF toolkit..mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/1. Introduction/1. Welcome to the TensorFlow 2.0 course! Discover its structure and the TF toolkit..mp4

146.28 MB

1. Welcome to the TensorFlow 2.0 course! Discover its structure and the TF toolkit..srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/1. Introduction/1. Welcome to the TensorFlow 2.0 course! Discover its structure and the TF toolkit..srt

26.42 KB

2. Course Curriculum & Colab Toolkit.html

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/1. Introduction/2. Course Curriculum & Colab Toolkit.html

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3. BONUS 10 advantages of TensorFlow.html

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/1. Introduction/3. BONUS 10 advantages of TensorFlow.html

613 Bytes

4. BONUS Learning Path.html

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/1. Introduction/4. BONUS Learning Path.html

1.37 KB

2. TensorFlow 2.0 Basics

9 files • 275.66 MB

1. From TensorFlow 1.x to TensorFlow 2.0.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/2. TensorFlow 2.0 Basics/1. From TensorFlow 1.x to TensorFlow 2.0.mp4

114.79 MB

1. From TensorFlow 1.x to TensorFlow 2.0.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/2. TensorFlow 2.0 Basics/1. From TensorFlow 1.x to TensorFlow 2.0.srt

16.54 KB

1.1 Google Colab TensorFlow 1.x to TensorFlow 2.0.html

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/2. TensorFlow 2.0 Basics/1.1 Google Colab TensorFlow 1.x to TensorFlow 2.0.html

134 Bytes

2. Constants, Variables, Tensors.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/2. TensorFlow 2.0 Basics/2. Constants, Variables, Tensors.mp4

71.34 MB

2. Constants, Variables, Tensors.srt

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3. Operations with Tensors.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/2. TensorFlow 2.0 Basics/3. Operations with Tensors.mp4

49.26 MB

3. Operations with Tensors.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/2. TensorFlow 2.0 Basics/3. Operations with Tensors.srt

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4. Strings.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/2. TensorFlow 2.0 Basics/4. Strings.mp4

40.23 MB

4. Strings.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/2. TensorFlow 2.0 Basics/4. Strings.srt

8.76 KB

3. Artificial Neural Networks

14 files • 261.48 MB

1. Project Setup.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/3. Artificial Neural Networks/1. Project Setup.mp4

59.26 MB

1. Project Setup.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/3. Artificial Neural Networks/1. Project Setup.srt

8.71 KB

1.1 Google Colab ANN.html

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/3. Artificial Neural Networks/1.1 Google Colab ANN.html

134 Bytes

2. Data Preprocessing.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/3. Artificial Neural Networks/2. Data Preprocessing.mp4

61.76 MB

2. Data Preprocessing.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/3. Artificial Neural Networks/2. Data Preprocessing.srt

10.58 KB

3. Building the Artificial Neural Network.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/3. Artificial Neural Networks/3. Building the Artificial Neural Network.mp4

60.44 MB

3. Building the Artificial Neural Network.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/3. Artificial Neural Networks/3. Building the Artificial Neural Network.srt

15.19 KB

4. Training the Artificial Neural Network.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/3. Artificial Neural Networks/4. Training the Artificial Neural Network.mp4

48.52 MB

4. Training the Artificial Neural Network.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/3. Artificial Neural Networks/4. Training the Artificial Neural Network.srt

10.39 KB

5. Evaluating the Artificial Neural Network.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/3. Artificial Neural Networks/5. Evaluating the Artificial Neural Network.mp4

31.45 MB

5. Evaluating the Artificial Neural Network.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/3. Artificial Neural Networks/5. Evaluating the Artificial Neural Network.srt

6.85 KB

6. Artificial Neural Network Quiz.html

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/3. Artificial Neural Networks/6. Artificial Neural Network Quiz.html

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7. HOMEWORK Artificial Neural Networks.html

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/3. Artificial Neural Networks/7. HOMEWORK Artificial Neural Networks.html

493 Bytes

8. HOMEWORK SOLUTION Artificial Neural Networks.html

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/3. Artificial Neural Networks/8. HOMEWORK SOLUTION Artificial Neural Networks.html

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4. Convolutional Neural Networks

10 files • 193.84 MB

1. Project Setup & Data Preprocessing.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/4. Convolutional Neural Networks/1. Project Setup & Data Preprocessing.mp4

47.36 MB

1. Project Setup & Data Preprocessing.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/4. Convolutional Neural Networks/1. Project Setup & Data Preprocessing.srt

11.31 KB

1.1 Google Colab CNN.html

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/4. Convolutional Neural Networks/1.1 Google Colab CNN.html

134 Bytes

2. Building the Convolutional Neural Network.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/4. Convolutional Neural Networks/2. Building the Convolutional Neural Network.mp4

88.19 MB

2. Building the Convolutional Neural Network.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/4. Convolutional Neural Networks/2. Building the Convolutional Neural Network.srt

20.21 KB

3. Training and Evaluating the Convolutional Neural Network.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/4. Convolutional Neural Networks/3. Training and Evaluating the Convolutional Neural Network.mp4

58.24 MB

3. Training and Evaluating the Convolutional Neural Network.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/4. Convolutional Neural Networks/3. Training and Evaluating the Convolutional Neural Network.srt

11.04 KB

4. Convolutional Neural Networks Quiz.html

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/4. Convolutional Neural Networks/4. Convolutional Neural Networks Quiz.html

123 Bytes

5. HOMEWORK Convolutional Neural Networks.html

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/4. Convolutional Neural Networks/5. HOMEWORK Convolutional Neural Networks.html

500 Bytes

6. HOMEWORK SOLUTION Convolutional Neural Networks.html

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/4. Convolutional Neural Networks/6. HOMEWORK SOLUTION Convolutional Neural Networks.html

573 Bytes

5. Recurrent Neural Networks

8 files • 135.4 MB

1. Project Setup & Data Preprocessing.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/5. Recurrent Neural Networks/1. Project Setup & Data Preprocessing.mp4

46.44 MB

1. Project Setup & Data Preprocessing.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/5. Recurrent Neural Networks/1. Project Setup & Data Preprocessing.srt

10.15 KB

1.1 Google Colab RNN.html

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/5. Recurrent Neural Networks/1.1 Google Colab RNN.html

134 Bytes

2. Building the Recurrent Neural Network.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/5. Recurrent Neural Networks/2. Building the Recurrent Neural Network.mp4

40.04 MB

2. Building the Recurrent Neural Network.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/5. Recurrent Neural Networks/2. Building the Recurrent Neural Network.srt

9.23 KB

3. Training and Evaluating the Recurrent Neural Network.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/5. Recurrent Neural Networks/3. Training and Evaluating the Recurrent Neural Network.mp4

48.88 MB

3. Training and Evaluating the Recurrent Neural Network.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/5. Recurrent Neural Networks/3. Training and Evaluating the Recurrent Neural Network.srt

10.32 KB

4. Recurrent Neural Network Quiz.html

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/5. Recurrent Neural Networks/4. Recurrent Neural Network Quiz.html

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6. Transfer Learning and Fine Tuning

32 files • 306.08 MB

1. What is Transfer Learning.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/6. Transfer Learning and Fine Tuning/1. What is Transfer Learning.mp4

46.49 MB

1. What is Transfer Learning.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/6. Transfer Learning and Fine Tuning/1. What is Transfer Learning.srt

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2. Project Setup.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/6. Transfer Learning and Fine Tuning/2. Project Setup.mp4

49.38 MB

2. Project Setup.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/6. Transfer Learning and Fine Tuning/2. Project Setup.srt

4.54 KB

2.1 Google Colab Transfer Learning and Fine Tuning.html

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/6. Transfer Learning and Fine Tuning/2.1 Google Colab Transfer Learning and Fine Tuning.html

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3. Dataset preprocessing.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/6. Transfer Learning and Fine Tuning/3. Dataset preprocessing.mp4

31.83 MB

3. Dataset preprocessing.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/6. Transfer Learning and Fine Tuning/3. Dataset preprocessing.srt

6.32 KB

4. Loading the MobileNet V2 model.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/6. Transfer Learning and Fine Tuning/4. Loading the MobileNet V2 model.mp4

17.84 MB

4. Loading the MobileNet V2 model.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/6. Transfer Learning and Fine Tuning/4. Loading the MobileNet V2 model.srt

3.85 KB

5. Freezing the pre-trained model.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/6. Transfer Learning and Fine Tuning/5. Freezing the pre-trained model.mp4

6.07 MB

5. Freezing the pre-trained model.srt

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6. Adding a custom head to the pre-trained model.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/6. Transfer Learning and Fine Tuning/6. Adding a custom head to the pre-trained model.mp4

19.69 MB

6. Adding a custom head to the pre-trained model.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/6. Transfer Learning and Fine Tuning/6. Adding a custom head to the pre-trained model.srt

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7. Defining the transfer learning model.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/6. Transfer Learning and Fine Tuning/7. Defining the transfer learning model.mp4

13.19 MB

7. Defining the transfer learning model.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/6. Transfer Learning and Fine Tuning/7. Defining the transfer learning model.srt

2.38 KB

8. Compiling the Transfer Learning model.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/6. Transfer Learning and Fine Tuning/8. Compiling the Transfer Learning model.mp4

12.58 MB

8. Compiling the Transfer Learning model.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/6. Transfer Learning and Fine Tuning/8. Compiling the Transfer Learning model.srt

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9. Image Data Generators.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/6. Transfer Learning and Fine Tuning/9. Image Data Generators.mp4

32.57 MB

9. Image Data Generators.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/6. Transfer Learning and Fine Tuning/9. Image Data Generators.srt

6.32 KB

10. Transfer Learning.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/6. Transfer Learning and Fine Tuning/10. Transfer Learning.mp4

16.82 MB

10. Transfer Learning.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/6. Transfer Learning and Fine Tuning/10. Transfer Learning.srt

3.12 KB

11. Evaluating Transfer Learning results.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/6. Transfer Learning and Fine Tuning/11. Evaluating Transfer Learning results.mp4

9.37 MB

11. Evaluating Transfer Learning results.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/6. Transfer Learning and Fine Tuning/11. Evaluating Transfer Learning results.srt

1.64 KB

12. Fine Tuning model definition.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/6. Transfer Learning and Fine Tuning/12. Fine Tuning model definition.mp4

24.59 MB

12. Fine Tuning model definition.srt

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13. Compiling the Fine Tuning model.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/6. Transfer Learning and Fine Tuning/13. Compiling the Fine Tuning model.mp4

6.41 MB

13. Compiling the Fine Tuning model.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/6. Transfer Learning and Fine Tuning/13. Compiling the Fine Tuning model.srt

1.47 KB

14. Fine Tuning.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/6. Transfer Learning and Fine Tuning/14. Fine Tuning.mp4

10.18 MB

14. Fine Tuning.srt

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15. Evaluating Fine Tuning results.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/6. Transfer Learning and Fine Tuning/15. Evaluating Fine Tuning results.mp4

9 MB

15. Evaluating Fine Tuning results.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/6. Transfer Learning and Fine Tuning/15. Evaluating Fine Tuning results.srt

1.9 KB

16. Transfer Learning quiz.html

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/6. Transfer Learning and Fine Tuning/16. Transfer Learning quiz.html

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7. Deep Reinforcement Learning Theory

18 files • 828.81 MB

1. What is Reinforcement Learning.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/7. Deep Reinforcement Learning Theory/1. What is Reinforcement Learning.mp4

68.55 MB

1. What is Reinforcement Learning.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/7. Deep Reinforcement Learning Theory/1. What is Reinforcement Learning.srt

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2. The Bellman Equation.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/7. Deep Reinforcement Learning Theory/2. The Bellman Equation.mp4

95.06 MB

2. The Bellman Equation.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/7. Deep Reinforcement Learning Theory/2. The Bellman Equation.srt

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3. Markov Decision Process (MDP).mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/7. Deep Reinforcement Learning Theory/3. Markov Decision Process (MDP).mp4

94.28 MB

3. Markov Decision Process (MDP).srt

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4. Q-Learning Intuition.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/7. Deep Reinforcement Learning Theory/4. Q-Learning Intuition.mp4

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4. Q-Learning Intuition.srt

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5. Temporal Difference.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/7. Deep Reinforcement Learning Theory/5. Temporal Difference.mp4

97.1 MB

5. Temporal Difference.srt

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6. Deep Q-Learning Intuition - Step 1.mp4

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6. Deep Q-Learning Intuition - Step 1.srt

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7. Deep Q-Learning Intuition - Step 2.mp4

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7. Deep Q-Learning Intuition - Step 2.srt

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8. Experience Replay.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/7. Deep Reinforcement Learning Theory/8. Experience Replay.mp4

114.74 MB

8. Experience Replay.srt

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9. Action Selection Policies.mp4

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136.84 MB

9. Action Selection Policies.srt

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8. Deep Reinforcement Learning for Stock Market trading

26 files • 291.41 MB

1. Project Setup.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/8. Deep Reinforcement Learning for Stock Market trading/1. Project Setup.mp4

11.9 MB

1. Project Setup.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/8. Deep Reinforcement Learning for Stock Market trading/1. Project Setup.srt

2.9 KB

1.1 Google Colab Deep-Q Trading Bot.html

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2. AI Trader - Step 1.mp4

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27.2 MB

2. AI Trader - Step 1.srt

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3. AI Trader - Step 2.mp4

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3. AI Trader - Step 2.srt

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4. AI Trader - Step 3.mp4

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4. AI Trader - Step 3.srt

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5. AI Trader - Step 4.mp4

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5. AI Trader - Step 4.srt

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6. AI Trader - Step 5.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/8. Deep Reinforcement Learning for Stock Market trading/6. AI Trader - Step 5.mp4

33.2 MB

6. AI Trader - Step 5.srt

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7. Dataset Loader function.mp4

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38.89 MB

7. Dataset Loader function.srt

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8. State creator function.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/8. Deep Reinforcement Learning for Stock Market trading/8. State creator function.mp4

32.32 MB

8. State creator function.srt

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8.1 Yahoo finance - APPLE stocks.html

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/8. Deep Reinforcement Learning for Stock Market trading/8.1 Yahoo finance - APPLE stocks.html

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9. Loading the dataset.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/8. Deep Reinforcement Learning for Stock Market trading/9. Loading the dataset.mp4

10.04 MB

9. Loading the dataset.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/8. Deep Reinforcement Learning for Stock Market trading/9. Loading the dataset.srt

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10. Defining the model.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/8. Deep Reinforcement Learning for Stock Market trading/10. Defining the model.mp4

11.86 MB

10. Defining the model.srt

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11. Training loop - Step 1.mp4

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28.12 MB

11. Training loop - Step 1.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/8. Deep Reinforcement Learning for Stock Market trading/11. Training loop - Step 1.srt

6.92 KB

12. Training loop - Step 2.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/8. Deep Reinforcement Learning for Stock Market trading/12. Training loop - Step 2.mp4

54.18 MB

12. Training loop - Step 2.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/8. Deep Reinforcement Learning for Stock Market trading/12. Training loop - Step 2.srt

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9. Data Validation with TensorFlow Data Validation (TFDV)

17 files • 125.55 MB

1. Project Setup.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/9. Data Validation with TensorFlow Data Validation (TFDV)/1. Project Setup.mp4

22.29 MB

1. Project Setup.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/9. Data Validation with TensorFlow Data Validation (TFDV)/1. Project Setup.srt

4.74 KB

1.1 Google Colab TFDV.html

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/9. Data Validation with TensorFlow Data Validation (TFDV)/1.1 Google Colab TFDV.html

134 Bytes

1.2 pollution_small.csv

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/9. Data Validation with TensorFlow Data Validation (TFDV)/1.2 pollution_small.csv

72.71 KB

2. Loading the pollution dataset.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/9. Data Validation with TensorFlow Data Validation (TFDV)/2. Loading the pollution dataset.mp4

24.84 MB

2. Loading the pollution dataset.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/9. Data Validation with TensorFlow Data Validation (TFDV)/2. Loading the pollution dataset.srt

4.97 KB

3. Creating dataset Schema.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/9. Data Validation with TensorFlow Data Validation (TFDV)/3. Creating dataset Schema.mp4

24.09 MB

3. Creating dataset Schema.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/9. Data Validation with TensorFlow Data Validation (TFDV)/3. Creating dataset Schema.srt

6.37 KB

4. Computing test set statistics.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/9. Data Validation with TensorFlow Data Validation (TFDV)/4. Computing test set statistics.mp4

2.46 MB

4. Computing test set statistics.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/9. Data Validation with TensorFlow Data Validation (TFDV)/4. Computing test set statistics.srt

840 Bytes

5. Anomaly detection with TensorFlow Data Validation.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/9. Data Validation with TensorFlow Data Validation (TFDV)/5. Anomaly detection with TensorFlow Data Validation.mp4

23.96 MB

5. Anomaly detection with TensorFlow Data Validation.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/9. Data Validation with TensorFlow Data Validation (TFDV)/5. Anomaly detection with TensorFlow Data Validation.srt

5.42 KB

6. Preparing Schema for production.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/9. Data Validation with TensorFlow Data Validation (TFDV)/6. Preparing Schema for production.mp4

19.71 MB

6. Preparing Schema for production.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/9. Data Validation with TensorFlow Data Validation (TFDV)/6. Preparing Schema for production.srt

4.32 KB

7. Saving the Schema.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/9. Data Validation with TensorFlow Data Validation (TFDV)/7. Saving the Schema.mp4

8.09 MB

7. Saving the Schema.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/9. Data Validation with TensorFlow Data Validation (TFDV)/7. Saving the Schema.srt

1.83 KB

8. What's next.html

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/9. Data Validation with TensorFlow Data Validation (TFDV)/8. What's next.html

2 KB

10. Dataset Preprocessing with TensorFlow Transform (TFT)

13 files • 161.17 MB

1. Project Setup.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/10. Dataset Preprocessing with TensorFlow Transform (TFT)/1. Project Setup.mp4

10.05 MB

1. Project Setup.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/10. Dataset Preprocessing with TensorFlow Transform (TFT)/1. Project Setup.srt

2.75 KB

1.1 Google Colab TFT.html

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/10. Dataset Preprocessing with TensorFlow Transform (TFT)/1.1 Google Colab TFT.html

134 Bytes

1.2 pollution_small.csv

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/10. Dataset Preprocessing with TensorFlow Transform (TFT)/1.2 pollution_small.csv

72.71 KB

2. Initial dataset preprocessing.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/10. Dataset Preprocessing with TensorFlow Transform (TFT)/2. Initial dataset preprocessing.mp4

34.99 MB

2. Initial dataset preprocessing.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/10. Dataset Preprocessing with TensorFlow Transform (TFT)/2. Initial dataset preprocessing.srt

8.35 KB

3. Dataset metadata.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/10. Dataset Preprocessing with TensorFlow Transform (TFT)/3. Dataset metadata.mp4

20.94 MB

3. Dataset metadata.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/10. Dataset Preprocessing with TensorFlow Transform (TFT)/3. Dataset metadata.srt

4.79 KB

4. Preprocessing function.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/10. Dataset Preprocessing with TensorFlow Transform (TFT)/4. Preprocessing function.mp4

21.12 MB

4. Preprocessing function.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/10. Dataset Preprocessing with TensorFlow Transform (TFT)/4. Preprocessing function.srt

6.04 KB

5. Dataset preprocessing pipeline.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/10. Dataset Preprocessing with TensorFlow Transform (TFT)/5. Dataset preprocessing pipeline.mp4

73.97 MB

5. Dataset preprocessing pipeline.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/10. Dataset Preprocessing with TensorFlow Transform (TFT)/5. Dataset preprocessing pipeline.srt

10.65 KB

6. What's next.html

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/10. Dataset Preprocessing with TensorFlow Transform (TFT)/6. What's next.html

2.08 KB

11. Fashion API with Flask and TensorFlow 2.0

15 files • 197.65 MB

1. Project Setup.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/11. Fashion API with Flask and TensorFlow 2.0/1. Project Setup.mp4

36.74 MB

1. Project Setup.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/11. Fashion API with Flask and TensorFlow 2.0/1. Project Setup.srt

7.67 KB

1.1 Flask API.zip

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/11. Fashion API with Flask and TensorFlow 2.0/1.1 Flask API.zip

372.37 KB

2. Importing project dependencies.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/11. Fashion API with Flask and TensorFlow 2.0/2. Importing project dependencies.mp4

11.9 MB

2. Importing project dependencies.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/11. Fashion API with Flask and TensorFlow 2.0/2. Importing project dependencies.srt

2.53 KB

3. Loading a pre-trained model.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/11. Fashion API with Flask and TensorFlow 2.0/3. Loading a pre-trained model.mp4

20.49 MB

3. Loading a pre-trained model.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/11. Fashion API with Flask and TensorFlow 2.0/3. Loading a pre-trained model.srt

3.9 KB

4. Defining the Flask application.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/11. Fashion API with Flask and TensorFlow 2.0/4. Defining the Flask application.mp4

12.37 MB

4. Defining the Flask application.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/11. Fashion API with Flask and TensorFlow 2.0/4. Defining the Flask application.srt

1.77 KB

5. Creating classify function.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/11. Fashion API with Flask and TensorFlow 2.0/5. Creating classify function.mp4

53.13 MB

5. Creating classify function.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/11. Fashion API with Flask and TensorFlow 2.0/5. Creating classify function.srt

5.6 KB

6. Starting the Flask application.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/11. Fashion API with Flask and TensorFlow 2.0/6. Starting the Flask application.mp4

27.63 MB

6. Starting the Flask application.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/11. Fashion API with Flask and TensorFlow 2.0/6. Starting the Flask application.srt

2.74 KB

7. Sending API requests over internet to the model.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/11. Fashion API with Flask and TensorFlow 2.0/7. Sending API requests over internet to the model.mp4

35.01 MB

7. Sending API requests over internet to the model.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/11. Fashion API with Flask and TensorFlow 2.0/7. Sending API requests over internet to the model.srt

4.48 KB

12. Image Classification API with TensorFlow Serving

21 files • 230.5 MB

1. What is the TensorFlow Serving.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/12. Image Classification API with TensorFlow Serving/1. What is the TensorFlow Serving.mp4

24.46 MB

1. What is the TensorFlow Serving.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/12. Image Classification API with TensorFlow Serving/1. What is the TensorFlow Serving.srt

7.55 KB

2. TensorFlow Serving architecture.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/12. Image Classification API with TensorFlow Serving/2. TensorFlow Serving architecture.mp4

19.5 MB

2. TensorFlow Serving architecture.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/12. Image Classification API with TensorFlow Serving/2. TensorFlow Serving architecture.srt

4.5 KB

3. Project setup.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/12. Image Classification API with TensorFlow Serving/3. Project setup.mp4

25.52 MB

3. Project setup.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/12. Image Classification API with TensorFlow Serving/3. Project setup.srt

4.63 KB

3.1 Google Colab TensorFlow Serving.html

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/12. Image Classification API with TensorFlow Serving/3.1 Google Colab TensorFlow Serving.html

134 Bytes

4. Dataset preprocessing.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/12. Image Classification API with TensorFlow Serving/4. Dataset preprocessing.mp4

23.72 MB

4. Dataset preprocessing.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/12. Image Classification API with TensorFlow Serving/4. Dataset preprocessing.srt

5.08 KB

5. Defining, training and evaluating a model.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/12. Image Classification API with TensorFlow Serving/5. Defining, training and evaluating a model.mp4

23.34 MB

5. Defining, training and evaluating a model.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/12. Image Classification API with TensorFlow Serving/5. Defining, training and evaluating a model.srt

3.4 KB

6. Saving the model for production.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/12. Image Classification API with TensorFlow Serving/6. Saving the model for production.mp4

25.43 MB

6. Saving the model for production.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/12. Image Classification API with TensorFlow Serving/6. Saving the model for production.srt

5.28 KB

7. Serving the TensorFlow 2.0 Model.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/12. Image Classification API with TensorFlow Serving/7. Serving the TensorFlow 2.0 Model.mp4

27.91 MB

7. Serving the TensorFlow 2.0 Model.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/12. Image Classification API with TensorFlow Serving/7. Serving the TensorFlow 2.0 Model.srt

4.9 KB

8. Creating a JSON object.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/12. Image Classification API with TensorFlow Serving/8. Creating a JSON object.mp4

23.59 MB

8. Creating a JSON object.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/12. Image Classification API with TensorFlow Serving/8. Creating a JSON object.srt

3.49 KB

9. Sending the first POST request to the model.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/12. Image Classification API with TensorFlow Serving/9. Sending the first POST request to the model.mp4

27.32 MB

9. Sending the first POST request to the model.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/12. Image Classification API with TensorFlow Serving/9. Sending the first POST request to the model.srt

7.09 KB

10. Sending the POST request to a specific model.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/12. Image Classification API with TensorFlow Serving/10. Sending the POST request to a specific model.mp4

9.65 MB

10. Sending the POST request to a specific model.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/12. Image Classification API with TensorFlow Serving/10. Sending the POST request to a specific model.srt

2.43 KB

13. TensorFlow Lite Prepare a model for a mobile device

20 files • 110.13 MB

1. What is the TensorFlow Lite.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/13. TensorFlow Lite Prepare a model for a mobile device/1. What is the TensorFlow Lite.mp4

13.96 MB

1. What is the TensorFlow Lite.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/13. TensorFlow Lite Prepare a model for a mobile device/1. What is the TensorFlow Lite.srt

5.19 KB

2. Project setup.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/13. TensorFlow Lite Prepare a model for a mobile device/2. Project setup.mp4

8.04 MB

2. Project setup.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/13. TensorFlow Lite Prepare a model for a mobile device/2. Project setup.srt

2.56 KB

2.1 Google Colab TensorFlow Lite.html

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/13. TensorFlow Lite Prepare a model for a mobile device/2.1 Google Colab TensorFlow Lite.html

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3. Dataset preprocessing.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/13. TensorFlow Lite Prepare a model for a mobile device/3. Dataset preprocessing.mp4

28.77 MB

3. Dataset preprocessing.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/13. TensorFlow Lite Prepare a model for a mobile device/3. Dataset preprocessing.srt

4.21 KB

4. Building a model.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/13. TensorFlow Lite Prepare a model for a mobile device/4. Building a model.mp4

14.84 MB

4. Building a model.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/13. TensorFlow Lite Prepare a model for a mobile device/4. Building a model.srt

3.24 KB

5. Training, evaluating the model.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/13. TensorFlow Lite Prepare a model for a mobile device/5. Training, evaluating the model.mp4

15.19 MB

5. Training, evaluating the model.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/13. TensorFlow Lite Prepare a model for a mobile device/5. Training, evaluating the model.srt

2.47 KB

6. Saving the model.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/13. TensorFlow Lite Prepare a model for a mobile device/6. Saving the model.mp4

9.4 MB

6. Saving the model.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/13. TensorFlow Lite Prepare a model for a mobile device/6. Saving the model.srt

2.12 KB

7. TensorFlow Lite Converter.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/13. TensorFlow Lite Prepare a model for a mobile device/7. TensorFlow Lite Converter.mp4

6.29 MB

7. TensorFlow Lite Converter.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/13. TensorFlow Lite Prepare a model for a mobile device/7. TensorFlow Lite Converter.srt

1.79 KB

8. Converting the model to a TensorFlow Lite model.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/13. TensorFlow Lite Prepare a model for a mobile device/8. Converting the model to a TensorFlow Lite model.mp4

4.92 MB

8. Converting the model to a TensorFlow Lite model.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/13. TensorFlow Lite Prepare a model for a mobile device/8. Converting the model to a TensorFlow Lite model.srt

1.42 KB

9. Saving the converted model.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/13. TensorFlow Lite Prepare a model for a mobile device/9. Saving the converted model.mp4

8.69 MB

9. Saving the converted model.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/13. TensorFlow Lite Prepare a model for a mobile device/9. Saving the converted model.srt

1.93 KB

10. What's next.html

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/13. TensorFlow Lite Prepare a model for a mobile device/10. What's next.html

2.16 KB

14. Distributed Training with TensorFlow 2.0

15 files • 108.13 MB

1. What is the Distributed Training.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/14. Distributed Training with TensorFlow 2.0/1. What is the Distributed Training.mp4

11.08 MB

1. What is the Distributed Training.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/14. Distributed Training with TensorFlow 2.0/1. What is the Distributed Training.srt

4.33 KB

2. Project Setup.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/14. Distributed Training with TensorFlow 2.0/2. Project Setup.mp4

9.08 MB

2. Project Setup.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/14. Distributed Training with TensorFlow 2.0/2. Project Setup.srt

2 KB

2.1 Google Colab Distributed Training.html

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/14. Distributed Training with TensorFlow 2.0/2.1 Google Colab Distributed Training.html

134 Bytes

3. Dataset preprocessing.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/14. Distributed Training with TensorFlow 2.0/3. Dataset preprocessing.mp4

25.58 MB

3. Dataset preprocessing.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/14. Distributed Training with TensorFlow 2.0/3. Dataset preprocessing.srt

5.48 KB

4. Defining a non-distributed model (normal CNN model).mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/14. Distributed Training with TensorFlow 2.0/4. Defining a non-distributed model (normal CNN model).mp4

14.05 MB

4. Defining a non-distributed model (normal CNN model).srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/14. Distributed Training with TensorFlow 2.0/4. Defining a non-distributed model (normal CNN model).srt

3.68 KB

5. Setting up a distributed strategy.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/14. Distributed Training with TensorFlow 2.0/5. Setting up a distributed strategy.mp4

7.4 MB

5. Setting up a distributed strategy.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/14. Distributed Training with TensorFlow 2.0/5. Setting up a distributed strategy.srt

2.26 KB

6. Defining a distributed model.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/14. Distributed Training with TensorFlow 2.0/6. Defining a distributed model.mp4

12.5 MB

6. Defining a distributed model.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/14. Distributed Training with TensorFlow 2.0/6. Defining a distributed model.srt

2.37 KB

7. Final evaluation - Speed test normal model vs distributed model.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/14. Distributed Training with TensorFlow 2.0/7. Final evaluation - Speed test normal model vs distributed model.mp4

28.42 MB

7. Final evaluation - Speed test normal model vs distributed model.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/14. Distributed Training with TensorFlow 2.0/7. Final evaluation - Speed test normal model vs distributed model.srt

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15. Annex 1 - Artificial Neural Networks Theory

16 files • 520.87 MB

1. Plan of Attack.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/15. Annex 1 - Artificial Neural Networks Theory/1. Plan of Attack.mp4

11.84 MB

1. Plan of Attack.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/15. Annex 1 - Artificial Neural Networks Theory/1. Plan of Attack.srt

4.03 KB

2. The Neuron.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/15. Annex 1 - Artificial Neural Networks Theory/2. The Neuron.mp4

98.69 MB

2. The Neuron.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/15. Annex 1 - Artificial Neural Networks Theory/2. The Neuron.srt

24.96 KB

3. The Activation Function.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/15. Annex 1 - Artificial Neural Networks Theory/3. The Activation Function.mp4

45.34 MB

3. The Activation Function.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/15. Annex 1 - Artificial Neural Networks Theory/3. The Activation Function.srt

12.04 KB

4. How do Neural Networks Work.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/15. Annex 1 - Artificial Neural Networks Theory/4. How do Neural Networks Work.mp4

81.8 MB

4. How do Neural Networks Work.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/15. Annex 1 - Artificial Neural Networks Theory/4. How do Neural Networks Work.srt

19.03 KB

5. How do Neural Networks Learn.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/15. Annex 1 - Artificial Neural Networks Theory/5. How do Neural Networks Learn.mp4

112.15 MB

5. How do Neural Networks Learn.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/15. Annex 1 - Artificial Neural Networks Theory/5. How do Neural Networks Learn.srt

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6. Gradient Descent.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/15. Annex 1 - Artificial Neural Networks Theory/6. Gradient Descent.mp4

60.57 MB

6. Gradient Descent.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/15. Annex 1 - Artificial Neural Networks Theory/6. Gradient Descent.srt

14.04 KB

7. Stochastic Gradient Descent.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/15. Annex 1 - Artificial Neural Networks Theory/7. Stochastic Gradient Descent.mp4

67.25 MB

7. Stochastic Gradient Descent.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/15. Annex 1 - Artificial Neural Networks Theory/7. Stochastic Gradient Descent.srt

12.27 KB

8. Backpropagation.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/15. Annex 1 - Artificial Neural Networks Theory/8. Backpropagation.mp4

43.13 MB

8. Backpropagation.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/15. Annex 1 - Artificial Neural Networks Theory/8. Backpropagation.srt

7.28 KB

16. Annex 2 - Convolutional Neural Networks Theory

18 files • 765.48 MB

1. Plan of Attack.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/16. Annex 2 - Convolutional Neural Networks Theory/1. Plan of Attack.mp4

15.79 MB

1. Plan of Attack.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/16. Annex 2 - Convolutional Neural Networks Theory/1. Plan of Attack.srt

5.42 KB

2. What are Convolutional Neural Networks.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/16. Annex 2 - Convolutional Neural Networks Theory/2. What are Convolutional Neural Networks.mp4

107.88 MB

2. What are Convolutional Neural Networks.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/16. Annex 2 - Convolutional Neural Networks Theory/2. What are Convolutional Neural Networks.srt

22.11 KB

3. Step 1 - Convolution.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/16. Annex 2 - Convolutional Neural Networks Theory/3. Step 1 - Convolution.mp4

97.85 MB

3. Step 1 - Convolution.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/16. Annex 2 - Convolutional Neural Networks Theory/3. Step 1 - Convolution.srt

23.34 KB

4. Step 1 Bis - ReLU Layer.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/16. Annex 2 - Convolutional Neural Networks Theory/4. Step 1 Bis - ReLU Layer.mp4

53.37 MB

4. Step 1 Bis - ReLU Layer.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/16. Annex 2 - Convolutional Neural Networks Theory/4. Step 1 Bis - ReLU Layer.srt

9.7 KB

5. Step 2 - Max Pooling.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/16. Annex 2 - Convolutional Neural Networks Theory/5. Step 2 - Max Pooling.mp4

140.21 MB

5. Step 2 - Max Pooling.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/16. Annex 2 - Convolutional Neural Networks Theory/5. Step 2 - Max Pooling.srt

20.95 KB

6. Step 3 - Flattening.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/16. Annex 2 - Convolutional Neural Networks Theory/6. Step 3 - Flattening.mp4

7.92 MB

6. Step 3 - Flattening.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/16. Annex 2 - Convolutional Neural Networks Theory/6. Step 3 - Flattening.srt

2.67 KB

7. Step 4 - Full Connection.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/16. Annex 2 - Convolutional Neural Networks Theory/7. Step 4 - Full Connection.mp4

194.15 MB

7. Step 4 - Full Connection.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/16. Annex 2 - Convolutional Neural Networks Theory/7. Step 4 - Full Connection.srt

28.56 KB

8. Summary.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/16. Annex 2 - Convolutional Neural Networks Theory/8. Summary.mp4

30.33 MB

8. Summary.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/16. Annex 2 - Convolutional Neural Networks Theory/8. Summary.srt

6.03 KB

9. Softmax & Cross-Entropy.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/16. Annex 2 - Convolutional Neural Networks Theory/9. Softmax & Cross-Entropy.mp4

117.83 MB

9. Softmax & Cross-Entropy.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/16. Annex 2 - Convolutional Neural Networks Theory/9. Softmax & Cross-Entropy.srt

25.66 KB

17. Annex 3 - Recurrent Neural Networks Theory

12 files • 586.51 MB

1. Plan of Attack.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/17. Annex 3 - Recurrent Neural Networks Theory/1. Plan of Attack.mp4

10.48 MB

1. Plan of Attack.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/17. Annex 3 - Recurrent Neural Networks Theory/1. Plan of Attack.srt

3.53 KB

2. What are Recurrent Neural Networks.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/17. Annex 3 - Recurrent Neural Networks Theory/2. What are Recurrent Neural Networks.mp4

120.95 MB

2. What are Recurrent Neural Networks.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/17. Annex 3 - Recurrent Neural Networks Theory/2. What are Recurrent Neural Networks.srt

24.3 KB

3. Vanishing Gradient.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/17. Annex 3 - Recurrent Neural Networks Theory/3. Vanishing Gradient.mp4

111 MB

3. Vanishing Gradient.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/17. Annex 3 - Recurrent Neural Networks Theory/3. Vanishing Gradient.srt

20.54 KB

4. LSTMs.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/17. Annex 3 - Recurrent Neural Networks Theory/4. LSTMs.mp4

136.43 MB

4. LSTMs.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/17. Annex 3 - Recurrent Neural Networks Theory/4. LSTMs.srt

28.17 KB

5. LSTM Practical Intuition.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/17. Annex 3 - Recurrent Neural Networks Theory/5. LSTM Practical Intuition.mp4

187.41 MB

5. LSTM Practical Intuition.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/17. Annex 3 - Recurrent Neural Networks Theory/5. LSTM Practical Intuition.srt

21.03 KB

6. LSTM Variations.mp4

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/17. Annex 3 - Recurrent Neural Networks Theory/6. LSTM Variations.mp4

20.13 MB

6. LSTM Variations.srt

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/17. Annex 3 - Recurrent Neural Networks Theory/6. LSTM Variations.srt

4.59 KB

18. Bonus Lectures

3 files • 4.17 KB

1. SPECIAL COVID-19 BONUS.html

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/18. Bonus Lectures/1. SPECIAL COVID-19 BONUS.html

722 Bytes

2. YOUR SPECIAL BONUS.html

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/18. Bonus Lectures/2. YOUR SPECIAL BONUS.html

1.15 KB

3. FREE LEARNING RESOURCES FOR YOU.html

[Udemy] A Complete Guide on TensorFlow 2.0 using Keras API (2021) [En]/18. Bonus Lectures/3. FREE LEARNING RESOURCES FOR YOU.html

2.32 KB

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