Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)

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8/30/2025

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8/30/2025

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Files (306)

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)

306 files • 7.84 GB

19 - Setting up your Environment (FAQ by Student Request)

8 files • 521.59 MB

3 -Anaconda Environment Setup.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/19 - Setting up your Environment (FAQ by Student Request)/3 -Anaconda Environment Setup.mp4

180.83 MB

4 -Installing NVIDIA GPU-Accelerated Deep Learning Libraries on your Home Computer.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/19 - Setting up your Environment (FAQ by Student Request)/4 -Installing NVIDIA GPU-Accelerated Deep Learning Libraries on your Home Computer.mp4

167.24 MB

2 -How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/19 - Setting up your Environment (FAQ by Student Request)/2 -How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4

150.72 MB

1 -Pre-Installation Check.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/19 - Setting up your Environment (FAQ by Student Request)/1 -Pre-Installation Check.mp4

22.74 MB

4 -Installing NVIDIA GPU-Accelerated Deep Learning Libraries on your Home Computer.vtt

27.94 KB

3 -Anaconda Environment Setup.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/19 - Setting up your Environment (FAQ by Student Request)/3 -Anaconda Environment Setup.vtt

17.33 KB

2 -How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.vtt

12.59 KB

1 -Pre-Installation Check.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/19 - Setting up your Environment (FAQ by Student Request)/1 -Pre-Installation Check.vtt

5.74 KB

8 - Natural Language Processing (NLP)

23 files • 588.46 MB

7 -Text Classification with LSTMs (V2).mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/8 - Natural Language Processing (NLP)/7 -Text Classification with LSTMs (V2).mp4

117.18 MB

4 -Beginner Blues - PyTorch NLP Version.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/8 - Natural Language Processing (NLP)/4 -Beginner Blues - PyTorch NLP Version.mp4

64.1 MB

1 -Embeddings.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/8 - Natural Language Processing (NLP)/1 -Embeddings.mp4

59.91 MB

8 -CNNs for Text.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/8 - Natural Language Processing (NLP)/8 -CNNs for Text.mp4

58.4 MB

9 -Text Classification with CNNs (V2).mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/8 - Natural Language Processing (NLP)/9 -Text Classification with CNNs (V2).mp4

54.46 MB

3 -Text Preprocessing Concepts.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/8 - Natural Language Processing (NLP)/3 -Text Preprocessing Concepts.mp4

52.3 MB

10 -(Legacy) VIP Making Predictions with a Trained NLP Model.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/8 - Natural Language Processing (NLP)/10 -(Legacy) VIP Making Predictions with a Trained NLP Model.mp4

48.81 MB

6 -(Legacy) Text Preprocessing Code Example.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/8 - Natural Language Processing (NLP)/6 -(Legacy) Text Preprocessing Code Example.mp4

47.78 MB

5 -(Legacy) Text Preprocessing Code Preparation.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/8 - Natural Language Processing (NLP)/5 -(Legacy) Text Preprocessing Code Preparation.mp4

44.34 MB

11 -VIP Making Predictions with a Trained NLP Model (V2).mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/8 - Natural Language Processing (NLP)/11 -VIP Making Predictions with a Trained NLP Model (V2).mp4

25.46 MB

2 -Neural Networks with Embeddings.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/8 - Natural Language Processing (NLP)/2 -Neural Networks with Embeddings.mp4

15.6 MB

7 -Text Classification with LSTMs (V2).vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/8 - Natural Language Processing (NLP)/7 -Text Classification with LSTMs (V2).vtt

17.92 KB

3 -Text Preprocessing Concepts.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/8 - Natural Language Processing (NLP)/3 -Text Preprocessing Concepts.vtt

15.65 KB

1 -Embeddings.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/8 - Natural Language Processing (NLP)/1 -Embeddings.vtt

14.07 KB

8 -CNNs for Text.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/8 - Natural Language Processing (NLP)/8 -CNNs for Text.vtt

13.85 KB

5 -(Legacy) Text Preprocessing Code Preparation.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/8 - Natural Language Processing (NLP)/5 -(Legacy) Text Preprocessing Code Preparation.vtt

13.48 KB

4 -Beginner Blues - PyTorch NLP Version.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/8 - Natural Language Processing (NLP)/4 -Beginner Blues - PyTorch NLP Version.vtt

12.78 KB

6 -(Legacy) Text Preprocessing Code Example.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/8 - Natural Language Processing (NLP)/6 -(Legacy) Text Preprocessing Code Example.vtt

8.23 KB

10 -(Legacy) VIP Making Predictions with a Trained NLP Model.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/8 - Natural Language Processing (NLP)/10 -(Legacy) VIP Making Predictions with a Trained NLP Model.vtt

8.03 KB

9 -Text Classification with CNNs (V2).vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/8 - Natural Language Processing (NLP)/9 -Text Classification with CNNs (V2).vtt

6.22 KB

11 -VIP Making Predictions with a Trained NLP Model (V2).vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/8 - Natural Language Processing (NLP)/11 -VIP Making Predictions with a Trained NLP Model (V2).vtt

4.71 KB

2 -Neural Networks with Embeddings.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/8 - Natural Language Processing (NLP)/2 -Neural Networks with Embeddings.vtt

4 KB

4 -Why bad programmers always need the latest version.url

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/8 - Natural Language Processing (NLP)/4 -Why bad programmers always need the latest version.url

51 Bytes

7 - Recurrent Neural Networks, Time Series, and Sequence Data

34 files • 1 GB

1 -Sequence Data.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/7 - Recurrent Neural Networks, Time Series, and Sequence Data/1 -Sequence Data.mp4

114.18 MB

5 -Recurrent Neural Networks.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/7 - Recurrent Neural Networks, Time Series, and Sequence Data/5 -Recurrent Neural Networks.mp4

92.6 MB

11 -A More Challenging Sequence.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/7 - Recurrent Neural Networks, Time Series, and Sequence Data/11 -A More Challenging Sequence.mp4

87.18 MB

3 -Autoregressive Linear Model for Time Series Prediction.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/7 - Recurrent Neural Networks, Time Series, and Sequence Data/3 -Autoregressive Linear Model for Time Series Prediction.mp4

81.23 MB

9 -GRU and LSTM (pt 1).mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/7 - Recurrent Neural Networks, Time Series, and Sequence Data/9 -GRU and LSTM (pt 1).mp4

79.78 MB

14 -Stock Return Predictions using LSTMs (pt 1).mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/7 - Recurrent Neural Networks, Time Series, and Sequence Data/14 -Stock Return Predictions using LSTMs (pt 1).mp4

77.75 MB

7 -RNN for Time Series Prediction.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/7 - Recurrent Neural Networks, Time Series, and Sequence Data/7 -RNN for Time Series Prediction.mp4

71.73 MB

16 -Stock Return Predictions using LSTMs (pt 3).mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/7 - Recurrent Neural Networks, Time Series, and Sequence Data/16 -Stock Return Predictions using LSTMs (pt 3).mp4

71.1 MB

8 -Paying Attention to Shapes.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/7 - Recurrent Neural Networks, Time Series, and Sequence Data/8 -Paying Attention to Shapes.mp4

56.32 MB

6 -RNN Code Preparation.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/7 - Recurrent Neural Networks, Time Series, and Sequence Data/6 -RNN Code Preparation.mp4

55.26 MB

10 -GRU and LSTM (pt 2).mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/7 - Recurrent Neural Networks, Time Series, and Sequence Data/10 -GRU and LSTM (pt 2).mp4

50.41 MB

2 -Forecasting.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/7 - Recurrent Neural Networks, Time Series, and Sequence Data/2 -Forecasting.mp4

48.39 MB

15 -Stock Return Predictions using LSTMs (pt 2).mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/7 - Recurrent Neural Networks, Time Series, and Sequence Data/15 -Stock Return Predictions using LSTMs (pt 2).mp4

43.24 MB

12 -RNN for Image Classification (Theory).mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/7 - Recurrent Neural Networks, Time Series, and Sequence Data/12 -RNN for Image Classification (Theory).mp4

32.24 MB

17 -Other Ways to Forecast.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/7 - Recurrent Neural Networks, Time Series, and Sequence Data/17 -Other Ways to Forecast.mp4

28.29 MB

13 -RNN for Image Classification (Code).mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/7 - Recurrent Neural Networks, Time Series, and Sequence Data/13 -RNN for Image Classification (Code).mp4

20.48 MB

4 -Proof that the Linear Model Works.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/7 - Recurrent Neural Networks, Time Series, and Sequence Data/4 -Proof that the Linear Model Works.mp4

17.83 MB

1 -Sequence Data.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/7 - Recurrent Neural Networks, Time Series, and Sequence Data/1 -Sequence Data.vtt

25.78 KB

5 -Recurrent Neural Networks.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/7 - Recurrent Neural Networks, Time Series, and Sequence Data/5 -Recurrent Neural Networks.vtt

22.35 KB

9 -GRU and LSTM (pt 1).vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/7 - Recurrent Neural Networks, Time Series, and Sequence Data/9 -GRU and LSTM (pt 1).vtt

19.92 KB

6 -RNN Code Preparation.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/7 - Recurrent Neural Networks, Time Series, and Sequence Data/6 -RNN Code Preparation.vtt

15.55 KB

14 -Stock Return Predictions using LSTMs (pt 1).vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/7 - Recurrent Neural Networks, Time Series, and Sequence Data/14 -Stock Return Predictions using LSTMs (pt 1).vtt

13.92 KB

10 -GRU and LSTM (pt 2).vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/7 - Recurrent Neural Networks, Time Series, and Sequence Data/10 -GRU and LSTM (pt 2).vtt

13.11 KB

3 -Autoregressive Linear Model for Time Series Prediction.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/7 - Recurrent Neural Networks, Time Series, and Sequence Data/3 -Autoregressive Linear Model for Time Series Prediction.vtt

12.77 KB

16 -Stock Return Predictions using LSTMs (pt 3).vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/7 - Recurrent Neural Networks, Time Series, and Sequence Data/16 -Stock Return Predictions using LSTMs (pt 3).vtt

12.6 KB

2 -Forecasting.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/7 - Recurrent Neural Networks, Time Series, and Sequence Data/2 -Forecasting.vtt

12.09 KB

8 -Paying Attention to Shapes.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/7 - Recurrent Neural Networks, Time Series, and Sequence Data/8 -Paying Attention to Shapes.vtt

9.63 KB

11 -A More Challenging Sequence.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/7 - Recurrent Neural Networks, Time Series, and Sequence Data/11 -A More Challenging Sequence.vtt

9.27 KB

7 -RNN for Time Series Prediction.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/7 - Recurrent Neural Networks, Time Series, and Sequence Data/7 -RNN for Time Series Prediction.vtt

8.65 KB

17 -Other Ways to Forecast.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/7 - Recurrent Neural Networks, Time Series, and Sequence Data/17 -Other Ways to Forecast.vtt

6.32 KB

15 -Stock Return Predictions using LSTMs (pt 2).vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/7 - Recurrent Neural Networks, Time Series, and Sequence Data/15 -Stock Return Predictions using LSTMs (pt 2).vtt

5.98 KB

12 -RNN for Image Classification (Theory).vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/7 - Recurrent Neural Networks, Time Series, and Sequence Data/12 -RNN for Image Classification (Theory).vtt

5.22 KB

4 -Proof that the Linear Model Works.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/7 - Recurrent Neural Networks, Time Series, and Sequence Data/4 -Proof that the Linear Model Works.vtt

4.02 KB

13 -RNN for Image Classification (Code).vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/7 - Recurrent Neural Networks, Time Series, and Sequence Data/13 -RNN for Image Classification (Code).vtt

2.86 KB

21 - Effective Learning Strategies for Machine Learning (FAQ by Student Request)

8 files • 328.76 MB

4 -Machine Learning and AI Prerequisite Roadmap (pt 2).mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/21 - Effective Learning Strategies for Machine Learning (FAQ by Student Request)/4 -Machine Learning and AI Prerequisite Roadmap (pt 2).mp4

108.14 MB

2 -Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/21 - Effective Learning Strategies for Machine Learning (FAQ by Student Request)/2 -Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4

105.56 MB

3 -Machine Learning and AI Prerequisite Roadmap (pt 1).mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/21 - Effective Learning Strategies for Machine Learning (FAQ by Student Request)/3 -Machine Learning and AI Prerequisite Roadmap (pt 1).mp4

79.77 MB

1 -How to Succeed in this Course (Long Version).mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/21 - Effective Learning Strategies for Machine Learning (FAQ by Student Request)/1 -How to Succeed in this Course (Long Version).mp4

35.21 MB

2 -Is this for Beginners or Experts Academic or Practical Fast or slow-paced.vtt

27.68 KB

4 -Machine Learning and AI Prerequisite Roadmap (pt 2).vtt

20.24 KB

3 -Machine Learning and AI Prerequisite Roadmap (pt 1).vtt

14.16 KB

1 -How to Succeed in this Course (Long Version).vtt

12.83 KB

5 - Feedforward Artificial Neural Networks

22 files • 647.16 MB

9 -ANN for Image Classification.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/5 - Feedforward Artificial Neural Networks/9 -ANN for Image Classification.mp4

106.37 MB

4 -Activation Functions.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/5 - Feedforward Artificial Neural Networks/4 -Activation Functions.mp4

89.24 MB

10 -ANN for Regression.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/5 - Feedforward Artificial Neural Networks/10 -ANN for Regression.mp4

80.08 MB

6 -How to Represent Images.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/5 - Feedforward Artificial Neural Networks/6 -How to Represent Images.mp4

75.44 MB

8 -Code Preparation (ANN).mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/5 - Feedforward Artificial Neural Networks/8 -Code Preparation (ANN).mp4

66.07 MB

3 -The Geometrical Picture.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/5 - Feedforward Artificial Neural Networks/3 -The Geometrical Picture.mp4

56.44 MB

5 -Multiclass Classification.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/5 - Feedforward Artificial Neural Networks/5 -Multiclass Classification.mp4

48.65 MB

2 -Forward Propagation.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/5 - Feedforward Artificial Neural Networks/2 -Forward Propagation.mp4

47 MB

11 -How to Choose Hyperparameters.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/5 - Feedforward Artificial Neural Networks/11 -How to Choose Hyperparameters.mp4

39.47 MB

1 -Artificial Neural Networks Section Introduction.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/5 - Feedforward Artificial Neural Networks/1 -Artificial Neural Networks Section Introduction.mp4

33.42 MB

7 -Color Mixing Clarification.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/5 - Feedforward Artificial Neural Networks/7 -Color Mixing Clarification.mp4

4.85 MB

4 -Activation Functions.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/5 - Feedforward Artificial Neural Networks/4 -Activation Functions.vtt

19.85 KB

9 -ANN for Image Classification.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/5 - Feedforward Artificial Neural Networks/9 -ANN for Image Classification.vtt

19.81 KB

8 -Code Preparation (ANN).vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/5 - Feedforward Artificial Neural Networks/8 -Code Preparation (ANN).vtt

17.9 KB

6 -How to Represent Images.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/5 - Feedforward Artificial Neural Networks/6 -How to Represent Images.vtt

13.43 KB

10 -ANN for Regression.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/5 - Feedforward Artificial Neural Networks/10 -ANN for Regression.vtt

11.38 KB

5 -Multiclass Classification.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/5 - Feedforward Artificial Neural Networks/5 -Multiclass Classification.vtt

10.77 KB

2 -Forward Propagation.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/5 - Feedforward Artificial Neural Networks/2 -Forward Propagation.vtt

10.69 KB

3 -The Geometrical Picture.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/5 - Feedforward Artificial Neural Networks/3 -The Geometrical Picture.vtt

10.16 KB

11 -How to Choose Hyperparameters.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/5 - Feedforward Artificial Neural Networks/11 -How to Choose Hyperparameters.vtt

7.52 KB

1 -Artificial Neural Networks Section Introduction.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/5 - Feedforward Artificial Neural Networks/1 -Artificial Neural Networks Section Introduction.vtt

6.95 KB

7 -Color Mixing Clarification.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/5 - Feedforward Artificial Neural Networks/7 -Color Mixing Clarification.vtt

1.01 KB

12 - Deep Reinforcement Learning (Theory)

28 files • 705.1 MB

2 -Elements of a Reinforcement Learning Problem.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/12 - Deep Reinforcement Learning (Theory)/2 -Elements of a Reinforcement Learning Problem.mp4

104.97 MB

11 -Q-Learning.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/12 - Deep Reinforcement Learning (Theory)/11 -Q-Learning.mp4

66.73 MB

12 -Deep Q-Learning DQN (pt 1).mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/12 - Deep Reinforcement Learning (Theory)/12 -Deep Q-Learning DQN (pt 1).mp4

60.13 MB

9 -Solving the Bellman Equation with Reinforcement Learning (pt 2).mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/12 - Deep Reinforcement Learning (Theory)/9 -Solving the Bellman Equation with Reinforcement Learning (pt 2).mp4

55.51 MB

13 -Deep Q-Learning DQN (pt 2).mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/12 - Deep Reinforcement Learning (Theory)/13 -Deep Q-Learning DQN (pt 2).mp4

52.1 MB

4 -Markov Decision Processes (MDPs).mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/12 - Deep Reinforcement Learning (Theory)/4 -Markov Decision Processes (MDPs).mp4

50.45 MB

6 -Value Functions and the Bellman Equation.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/12 - Deep Reinforcement Learning (Theory)/6 -Value Functions and the Bellman Equation.mp4

47.69 MB

8 -Solving the Bellman Equation with Reinforcement Learning (pt 1).mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/12 - Deep Reinforcement Learning (Theory)/8 -Solving the Bellman Equation with Reinforcement Learning (pt 1).mp4

45.84 MB

3 -States, Actions, Rewards, Policies.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/12 - Deep Reinforcement Learning (Theory)/3 -States, Actions, Rewards, Policies.mp4

44.06 MB

10 -Epsilon-Greedy.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/12 - Deep Reinforcement Learning (Theory)/10 -Epsilon-Greedy.mp4

41.46 MB

1 -Deep Reinforcement Learning Section Introduction.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/12 - Deep Reinforcement Learning (Theory)/1 -Deep Reinforcement Learning Section Introduction.mp4

40.72 MB

14 -How to Learn Reinforcement Learning.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/12 - Deep Reinforcement Learning (Theory)/14 -How to Learn Reinforcement Learning.mp4

40.27 MB

7 -What does it mean to “learn”.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/12 - Deep Reinforcement Learning (Theory)/7 -What does it mean to “learn”.mp4

31.64 MB

5 -The Return.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/12 - Deep Reinforcement Learning (Theory)/5 -The Return.mp4

23.37 MB

2 -Elements of a Reinforcement Learning Problem.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/12 - Deep Reinforcement Learning (Theory)/2 -Elements of a Reinforcement Learning Problem.vtt

22.88 KB

11 -Q-Learning.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/12 - Deep Reinforcement Learning (Theory)/11 -Q-Learning.vtt

15.63 KB

12 -Deep Q-Learning DQN (pt 1).vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/12 - Deep Reinforcement Learning (Theory)/12 -Deep Q-Learning DQN (pt 1).vtt

14.4 KB

9 -Solving the Bellman Equation with Reinforcement Learning (pt 2).vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/12 - Deep Reinforcement Learning (Theory)/9 -Solving the Bellman Equation with Reinforcement Learning (pt 2).vtt

13.45 KB

13 -Deep Q-Learning DQN (pt 2).vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/12 - Deep Reinforcement Learning (Theory)/13 -Deep Q-Learning DQN (pt 2).vtt

11.58 KB

8 -Solving the Bellman Equation with Reinforcement Learning (pt 1).vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/12 - Deep Reinforcement Learning (Theory)/8 -Solving the Bellman Equation with Reinforcement Learning (pt 1).vtt

11.21 KB

4 -Markov Decision Processes (MDPs).vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/12 - Deep Reinforcement Learning (Theory)/4 -Markov Decision Processes (MDPs).vtt

11.19 KB

6 -Value Functions and the Bellman Equation.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/12 - Deep Reinforcement Learning (Theory)/6 -Value Functions and the Bellman Equation.vtt

10.91 KB

3 -States, Actions, Rewards, Policies.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/12 - Deep Reinforcement Learning (Theory)/3 -States, Actions, Rewards, Policies.vtt

10 KB

7 -What does it mean to “learn”.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/12 - Deep Reinforcement Learning (Theory)/7 -What does it mean to “learn”.vtt

7.82 KB

1 -Deep Reinforcement Learning Section Introduction.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/12 - Deep Reinforcement Learning (Theory)/1 -Deep Reinforcement Learning Section Introduction.vtt

7.49 KB

14 -How to Learn Reinforcement Learning.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/12 - Deep Reinforcement Learning (Theory)/14 -How to Learn Reinforcement Learning.vtt

6.72 KB

10 -Epsilon-Greedy.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/12 - Deep Reinforcement Learning (Theory)/10 -Epsilon-Greedy.vtt

6.54 KB

5 -The Return.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/12 - Deep Reinforcement Learning (Theory)/5 -The Return.vtt

5.48 KB

11 - GANs (Generative Adversarial Networks)

6 files • 181.61 MB

1 -GAN Theory.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/11 - GANs (Generative Adversarial Networks)/1 -GAN Theory.mp4

92.01 MB

3 -GAN Code.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/11 - GANs (Generative Adversarial Networks)/3 -GAN Code.mp4

61.47 MB

2 -GAN Code Preparation.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/11 - GANs (Generative Adversarial Networks)/2 -GAN Code Preparation.mp4

28.1 MB

1 -GAN Theory.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/11 - GANs (Generative Adversarial Networks)/1 -GAN Theory.vtt

18.41 KB

3 -GAN Code.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/11 - GANs (Generative Adversarial Networks)/3 -GAN Code.vtt

9.38 KB

2 -GAN Code Preparation.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/11 - GANs (Generative Adversarial Networks)/2 -GAN Code Preparation.vtt

7.45 KB

3 - Google Colab

6 files • 207.98 MB

2 -Uploading your own data to Google Colab.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/3 - Google Colab/2 -Uploading your own data to Google Colab.mp4

90.51 MB

1 -Intro to Google Colab, how to use a GPU or TPU for free.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/3 - Google Colab/1 -Intro to Google Colab, how to use a GPU or TPU for free.mp4

60.44 MB

3 -Where can I learn about Numpy, Scipy, Matplotlib, Pandas, and Scikit-Learn.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/3 - Google Colab/3 -Where can I learn about Numpy, Scipy, Matplotlib, Pandas, and Scikit-Learn.mp4

56.99 MB

3 -Where can I learn about Numpy, Scipy, Matplotlib, Pandas, and Scikit-Learn.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/3 - Google Colab/3 -Where can I learn about Numpy, Scipy, Matplotlib, Pandas, and Scikit-Learn.vtt

13.41 KB

2 -Uploading your own data to Google Colab.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/3 - Google Colab/2 -Uploading your own data to Google Colab.vtt

12.6 KB

1 -Intro to Google Colab, how to use a GPU or TPU for free.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/3 - Google Colab/1 -Intro to Google Colab, how to use a GPU or TPU for free.vtt

12.52 KB

6 - Convolutional Neural Networks

26 files • 721.63 MB

5 -CNN Architecture.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/6 - Convolutional Neural Networks/5 -CNN Architecture.mp4

89.46 MB

6 -CNN Code Preparation (part 1).mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/6 - Convolutional Neural Networks/6 -CNN Code Preparation (part 1).mp4

79.91 MB

1 -What is Convolution (part 1).mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/6 - Convolutional Neural Networks/1 -What is Convolution (part 1).mp4

79.71 MB

13 -Improving CIFAR-10 Results.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/6 - Convolutional Neural Networks/13 -Improving CIFAR-10 Results.mp4

75.68 MB

4 -Convolution on Color Images.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/6 - Convolutional Neural Networks/4 -Convolution on Color Images.mp4

75.65 MB

9 -CNN for Fashion MNIST.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/6 - Convolutional Neural Networks/9 -CNN for Fashion MNIST.mp4

73.75 MB

10 -CNN for CIFAR-10.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/6 - Convolutional Neural Networks/10 -CNN for CIFAR-10.mp4

55.28 MB

11 -Data Augmentation.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/6 - Convolutional Neural Networks/11 -Data Augmentation.mp4

44.44 MB

7 -CNN Code Preparation (part 2).mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/6 - Convolutional Neural Networks/7 -CNN Code Preparation (part 2).mp4

36.67 MB

8 -CNN Code Preparation (part 3).mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/6 - Convolutional Neural Networks/8 -CNN Code Preparation (part 3).mp4

33.65 MB

3 -What is Convolution (part 3).mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/6 - Convolutional Neural Networks/3 -What is Convolution (part 3).mp4

29.81 MB

2 -What is Convolution (part 2).mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/6 - Convolutional Neural Networks/2 -What is Convolution (part 2).mp4

24.06 MB

12 -Batch Normalization.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/6 - Convolutional Neural Networks/12 -Batch Normalization.mp4

23.41 MB

5 -CNN Architecture.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/6 - Convolutional Neural Networks/5 -CNN Architecture.vtt

24.29 KB

6 -CNN Code Preparation (part 1).vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/6 - Convolutional Neural Networks/6 -CNN Code Preparation (part 1).vtt

21.46 KB

1 -What is Convolution (part 1).vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/6 - Convolutional Neural Networks/1 -What is Convolution (part 1).vtt

18.36 KB

4 -Convolution on Color Images.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/6 - Convolutional Neural Networks/4 -Convolution on Color Images.vtt

18.33 KB

9 -CNN for Fashion MNIST.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/6 - Convolutional Neural Networks/9 -CNN for Fashion MNIST.vtt

11.77 KB

13 -Improving CIFAR-10 Results.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/6 - Convolutional Neural Networks/13 -Improving CIFAR-10 Results.vtt

11.19 KB

11 -Data Augmentation.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/6 - Convolutional Neural Networks/11 -Data Augmentation.vtt

10.98 KB

7 -CNN Code Preparation (part 2).vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/6 - Convolutional Neural Networks/7 -CNN Code Preparation (part 2).vtt

9.27 KB

10 -CNN for CIFAR-10.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/6 - Convolutional Neural Networks/10 -CNN for CIFAR-10.vtt

7.86 KB

3 -What is Convolution (part 3).vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/6 - Convolutional Neural Networks/3 -What is Convolution (part 3).vtt

7.05 KB

2 -What is Convolution (part 2).vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/6 - Convolutional Neural Networks/2 -What is Convolution (part 2).vtt

6.35 KB

8 -CNN Code Preparation (part 3).vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/6 - Convolutional Neural Networks/8 -CNN Code Preparation (part 3).vtt

6.25 KB

12 -Batch Normalization.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/6 - Convolutional Neural Networks/12 -Batch Normalization.vtt

5.81 KB

1 - Introduction

4 files • 115.33 MB

2 -Overview and Outline.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/1 - Introduction/2 -Overview and Outline.mp4

79.64 MB

1 -Welcome.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/1 - Introduction/1 -Welcome.mp4

35.67 MB

2 -Overview and Outline.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/1 - Introduction/2 -Overview and Outline.vtt

15.68 KB

1 -Welcome.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/1 - Introduction/1 -Welcome.vtt

5.04 KB

4 - Machine Learning and Neurons

30 files • 771.24 MB

6 -Moore's Law Notebook.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/4 - Machine Learning and Neurons/6 -Moore's Law Notebook.mp4

78.92 MB

9 -Classification Notebook.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/4 - Machine Learning and Neurons/9 -Classification Notebook.mp4

78.34 MB

2 -Regression Basics.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/4 - Machine Learning and Neurons/2 -Regression Basics.mp4

73.01 MB

4 -Regression Notebook.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/4 - Machine Learning and Neurons/4 -Regression Notebook.mp4

71.87 MB

1 -What is Machine Learning.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/4 - Machine Learning and Neurons/1 -What is Machine Learning.mp4

70.47 MB

7 -Linear Classification Basics.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/4 - Machine Learning and Neurons/7 -Linear Classification Basics.mp4

65.85 MB

14 -Train Sets vs. Validation Sets vs. Test Sets.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/4 - Machine Learning and Neurons/14 -Train Sets vs. Validation Sets vs. Test Sets.mp4

52.17 MB

12 -How does a model learn.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/4 - Machine Learning and Neurons/12 -How does a model learn.mp4

50.07 MB

3 -Regression Code Preparation.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/4 - Machine Learning and Neurons/3 -Regression Code Preparation.mp4

45.5 MB

11 -A Short Neuroscience Primer.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/4 - Machine Learning and Neurons/11 -A Short Neuroscience Primer.mp4

44.63 MB

5 -Moore's Law.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/4 - Machine Learning and Neurons/5 -Moore's Law.mp4

30.56 MB

10 -Saving and Loading a Model.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/4 - Machine Learning and Neurons/10 -Saving and Loading a Model.mp4

28.76 MB

13 -Model With Logits.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/4 - Machine Learning and Neurons/13 -Model With Logits.mp4

27.22 MB

15 -Suggestion Box.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/4 - Machine Learning and Neurons/15 -Suggestion Box.mp4

27.15 MB

8 -Classification Code Preparation.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/4 - Machine Learning and Neurons/8 -Classification Code Preparation.mp4

26.55 MB

7 -Linear Classification Basics.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/4 - Machine Learning and Neurons/7 -Linear Classification Basics.vtt

17.87 KB

2 -Regression Basics.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/4 - Machine Learning and Neurons/2 -Regression Basics.vtt

17.51 KB

1 -What is Machine Learning.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/4 - Machine Learning and Neurons/1 -What is Machine Learning.vtt

16.21 KB

4 -Regression Notebook.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/4 - Machine Learning and Neurons/4 -Regression Notebook.vtt

15.33 KB

3 -Regression Code Preparation.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/4 - Machine Learning and Neurons/3 -Regression Code Preparation.vtt

14.26 KB

6 -Moore's Law Notebook.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/4 - Machine Learning and Neurons/6 -Moore's Law Notebook.vtt

13.84 KB

9 -Classification Notebook.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/4 - Machine Learning and Neurons/9 -Classification Notebook.vtt

12.79 KB

14 -Train Sets vs. Validation Sets vs. Test Sets.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/4 - Machine Learning and Neurons/14 -Train Sets vs. Validation Sets vs. Test Sets.vtt

12.46 KB

12 -How does a model learn.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/4 - Machine Learning and Neurons/12 -How does a model learn.vtt

12.11 KB

11 -A Short Neuroscience Primer.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/4 - Machine Learning and Neurons/11 -A Short Neuroscience Primer.vtt

10.78 KB

8 -Classification Code Preparation.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/4 - Machine Learning and Neurons/8 -Classification Code Preparation.vtt

8.26 KB

5 -Moore's Law.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/4 - Machine Learning and Neurons/5 -Moore's Law.vtt

8.04 KB

10 -Saving and Loading a Model.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/4 - Machine Learning and Neurons/10 -Saving and Loading a Model.vtt

5.82 KB

13 -Model With Logits.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/4 - Machine Learning and Neurons/13 -Model With Logits.vtt

4.71 KB

15 -Suggestion Box.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/4 - Machine Learning and Neurons/15 -Suggestion Box.vtt

4.14 KB

10 - Transfer Learning for Computer Vision

12 files • 276.76 MB

5 -Transfer Learning Code (pt 1).mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/10 - Transfer Learning for Computer Vision/5 -Transfer Learning Code (pt 1).mp4

77.78 MB

1 -Transfer Learning Theory.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/10 - Transfer Learning for Computer Vision/1 -Transfer Learning Theory.mp4

58.1 MB

6 -Transfer Learning Code (pt 2).mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/10 - Transfer Learning for Computer Vision/6 -Transfer Learning Code (pt 2).mp4

56.26 MB

3 -Large Datasets.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/10 - Transfer Learning for Computer Vision/3 -Large Datasets.mp4

41.23 MB

4 -2 Approaches to Transfer Learning.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/10 - Transfer Learning for Computer Vision/4 -2 Approaches to Transfer Learning.mp4

21.75 MB

2 -Some Pre-trained Models (VGG, ResNet, Inception, MobileNet).mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/10 - Transfer Learning for Computer Vision/2 -Some Pre-trained Models (VGG, ResNet, Inception, MobileNet).mp4

21.6 MB

5 -Transfer Learning Code (pt 1).vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/10 - Transfer Learning for Computer Vision/5 -Transfer Learning Code (pt 1).vtt

10.18 KB

1 -Transfer Learning Theory.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/10 - Transfer Learning for Computer Vision/1 -Transfer Learning Theory.vtt

9.44 KB

3 -Large Datasets.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/10 - Transfer Learning for Computer Vision/3 -Large Datasets.vtt

7.96 KB

6 -Transfer Learning Code (pt 2).vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/10 - Transfer Learning for Computer Vision/6 -Transfer Learning Code (pt 2).vtt

7.69 KB

4 -2 Approaches to Transfer Learning.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/10 - Transfer Learning for Computer Vision/4 -2 Approaches to Transfer Learning.vtt

5.25 KB

2 -Some Pre-trained Models (VGG, ResNet, Inception, MobileNet).vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/10 - Transfer Learning for Computer Vision/2 -Some Pre-trained Models (VGG, ResNet, Inception, MobileNet).vtt

4.57 KB

9 - Recommender Systems

10 files • 283.88 MB

4 -Recommender Systems with Deep Learning Code (pt 2).mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/9 - Recommender Systems/4 -Recommender Systems with Deep Learning Code (pt 2).mp4

76.79 MB

3 -Recommender Systems with Deep Learning Code (pt 1).mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/9 - Recommender Systems/3 -Recommender Systems with Deep Learning Code (pt 1).mp4

69.53 MB

1 -Recommender Systems with Deep Learning Theory.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/9 - Recommender Systems/1 -Recommender Systems with Deep Learning Theory.mp4

64.74 MB

2 -Recommender Systems with Deep Learning Code Preparation.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/9 - Recommender Systems/2 -Recommender Systems with Deep Learning Code Preparation.mp4

40.07 MB

5 -VIP Making Predictions with a Trained Recommender Model.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/9 - Recommender Systems/5 -VIP Making Predictions with a Trained Recommender Model.mp4

32.7 MB

4 -Recommender Systems with Deep Learning Code (pt 2).vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/9 - Recommender Systems/4 -Recommender Systems with Deep Learning Code (pt 2).vtt

15.25 KB

1 -Recommender Systems with Deep Learning Theory.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/9 - Recommender Systems/1 -Recommender Systems with Deep Learning Theory.vtt

11.95 KB

2 -Recommender Systems with Deep Learning Code Preparation.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/9 - Recommender Systems/2 -Recommender Systems with Deep Learning Code Preparation.vtt

11.11 KB

3 -Recommender Systems with Deep Learning Code (pt 1).vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/9 - Recommender Systems/3 -Recommender Systems with Deep Learning Code (pt 1).vtt

9.6 KB

5 -VIP Making Predictions with a Trained Recommender Model.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/9 - Recommender Systems/5 -VIP Making Predictions with a Trained Recommender Model.vtt

5.29 KB

20 - Extra Help With Python Coding for Beginners (FAQ by Student Request)

14 files • 373.64 MB

1 -Beginner's Coding Tips.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/20 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/1 -Beginner's Coding Tips.mp4

75.68 MB

2 -How to Code Yourself (part 1).mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/20 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/2 -How to Code Yourself (part 1).mp4

71.83 MB

4 -Proof that using Jupyter Notebook is the same as not using it.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/20 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/4 -Proof that using Jupyter Notebook is the same as not using it.mp4

69.44 MB

6 -How to use Github & Extra Coding Tips (Optional).mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/20 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/6 -How to use Github & Extra Coding Tips (Optional).mp4

63.91 MB

3 -How to Code Yourself (part 2).mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/20 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/3 -How to Code Yourself (part 2).mp4

49.13 MB

5 -Get Your Hands Dirty, Practical Coding Experience, Data Links.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/20 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/5 -Get Your Hands Dirty, Practical Coding Experience, Data Links.mp4

43.56 MB

2 -How to Code Yourself (part 1).vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/20 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/2 -How to Code Yourself (part 1).vtt

20.24 KB

1 -Beginner's Coding Tips.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/20 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/1 -Beginner's Coding Tips.vtt

16.64 KB

6 -How to use Github & Extra Coding Tips (Optional).vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/20 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/6 -How to use Github & Extra Coding Tips (Optional).vtt

13.79 KB

4 -Proof that using Jupyter Notebook is the same as not using it.vtt

12.31 KB

3 -How to Code Yourself (part 2).vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/20 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/3 -How to Code Yourself (part 2).vtt

11.44 KB

5 -Get Your Hands Dirty, Practical Coding Experience, Data Links.vtt

10.5 KB

5 -Data Links.url

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/20 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/5 -Data Links.url

119 Bytes

5 -Github Link.url

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/20 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/5 -Github Link.url

102 Bytes

13 - Stock Trading Project with Deep Reinforcement Learning

18 files • 400.96 MB

6 -Code pt 2.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/13 - Stock Trading Project with Deep Reinforcement Learning/6 -Code pt 2.mp4

70 MB

5 -Code pt 1.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/13 - Stock Trading Project with Deep Reinforcement Learning/5 -Code pt 1.mp4

66.34 MB

7 -Code pt 3.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/13 - Stock Trading Project with Deep Reinforcement Learning/7 -Code pt 3.mp4

58.58 MB

2 -Data and Environment.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/13 - Stock Trading Project with Deep Reinforcement Learning/2 -Data and Environment.mp4

55.69 MB

8 -Code pt 4.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/13 - Stock Trading Project with Deep Reinforcement Learning/8 -Code pt 4.mp4

52.59 MB

1 -Reinforcement Learning Stock Trader Introduction.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/13 - Stock Trading Project with Deep Reinforcement Learning/1 -Reinforcement Learning Stock Trader Introduction.mp4

28.78 MB

4 -Program Design and Layout.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/13 - Stock Trading Project with Deep Reinforcement Learning/4 -Program Design and Layout.mp4

26.85 MB

3 -Replay Buffer.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/13 - Stock Trading Project with Deep Reinforcement Learning/3 -Replay Buffer.mp4

24.89 MB

9 -Reinforcement Learning Stock Trader Discussion.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/13 - Stock Trading Project with Deep Reinforcement Learning/9 -Reinforcement Learning Stock Trader Discussion.mp4

17.17 MB

2 -Data and Environment.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/13 - Stock Trading Project with Deep Reinforcement Learning/2 -Data and Environment.vtt

13.77 KB

5 -Code pt 1.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/13 - Stock Trading Project with Deep Reinforcement Learning/5 -Code pt 1.vtt

10.59 KB

6 -Code pt 2.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/13 - Stock Trading Project with Deep Reinforcement Learning/6 -Code pt 2.vtt

10.3 KB

4 -Program Design and Layout.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/13 - Stock Trading Project with Deep Reinforcement Learning/4 -Program Design and Layout.vtt

7.62 KB

7 -Code pt 3.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/13 - Stock Trading Project with Deep Reinforcement Learning/7 -Code pt 3.vtt

7.41 KB

8 -Code pt 4.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/13 - Stock Trading Project with Deep Reinforcement Learning/8 -Code pt 4.vtt

7.36 KB

3 -Replay Buffer.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/13 - Stock Trading Project with Deep Reinforcement Learning/3 -Replay Buffer.vtt

6.09 KB

1 -Reinforcement Learning Stock Trader Introduction.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/13 - Stock Trading Project with Deep Reinforcement Learning/1 -Reinforcement Learning Stock Trader Introduction.vtt

5.99 KB

9 -Reinforcement Learning Stock Trader Discussion.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/13 - Stock Trading Project with Deep Reinforcement Learning/9 -Reinforcement Learning Stock Trader Discussion.vtt

3.87 KB

17 - In-Depth Gradient Descent

12 files • 234.94 MB

5 -Adam (pt 1).mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/17 - In-Depth Gradient Descent/5 -Adam (pt 1).mp4

55.11 MB

6 -Adam (pt 2).mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/17 - In-Depth Gradient Descent/6 -Adam (pt 2).mp4

52.77 MB

1 -Gradient Descent.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/17 - In-Depth Gradient Descent/1 -Gradient Descent.mp4

34.92 MB

4 -Variable and Adaptive Learning Rates.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/17 - In-Depth Gradient Descent/4 -Variable and Adaptive Learning Rates.mp4

34.84 MB

3 -Momentum.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/17 - In-Depth Gradient Descent/3 -Momentum.mp4

34.26 MB

2 -Stochastic Gradient Descent.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/17 - In-Depth Gradient Descent/2 -Stochastic Gradient Descent.mp4

22.97 MB

5 -Adam (pt 1).vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/17 - In-Depth Gradient Descent/5 -Adam (pt 1).vtt

14.61 KB

4 -Variable and Adaptive Learning Rates.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/17 - In-Depth Gradient Descent/4 -Variable and Adaptive Learning Rates.vtt

13.3 KB

6 -Adam (pt 2).vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/17 - In-Depth Gradient Descent/6 -Adam (pt 2).vtt

12.67 KB

1 -Gradient Descent.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/17 - In-Depth Gradient Descent/1 -Gradient Descent.vtt

8.57 KB

3 -Momentum.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/17 - In-Depth Gradient Descent/3 -Momentum.vtt

6.9 KB

2 -Stochastic Gradient Descent.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/17 - In-Depth Gradient Descent/2 -Stochastic Gradient Descent.vtt

4.76 KB

15 - VIP Facial Recognition

20 files • 321.54 MB

9 -Accuracy and imbalanced classes.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/15 - VIP Facial Recognition/9 -Accuracy and imbalanced classes.mp4

51.15 MB

2 -Siamese Networks.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/15 - VIP Facial Recognition/2 -Siamese Networks.mp4

50.41 MB

4 -Loading in the data.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/15 - VIP Facial Recognition/4 -Loading in the data.mp4

35 MB

7 -Generating Generators.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/15 - VIP Facial Recognition/7 -Generating Generators.mp4

32.46 MB

6 -Converting the data into pairs.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/15 - VIP Facial Recognition/6 -Converting the data into pairs.mp4

30.37 MB

8 -Creating the model and loss.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/15 - VIP Facial Recognition/8 -Creating the model and loss.mp4

29.35 MB

5 -Splitting the data into train and test.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/15 - VIP Facial Recognition/5 -Splitting the data into train and test.mp4

26.26 MB

1 -Facial Recognition Section Introduction.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/15 - VIP Facial Recognition/1 -Facial Recognition Section Introduction.mp4

24.31 MB

3 -Code Outline.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/15 - VIP Facial Recognition/3 -Code Outline.mp4

23.86 MB

10 -Facial Recognition Section Summary.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/15 - VIP Facial Recognition/10 -Facial Recognition Section Summary.mp4

18.31 MB

2 -Siamese Networks.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/15 - VIP Facial Recognition/2 -Siamese Networks.vtt

11.21 KB

9 -Accuracy and imbalanced classes.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/15 - VIP Facial Recognition/9 -Accuracy and imbalanced classes.vtt

8.36 KB

4 -Loading in the data.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/15 - VIP Facial Recognition/4 -Loading in the data.vtt

6.05 KB

6 -Converting the data into pairs.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/15 - VIP Facial Recognition/6 -Converting the data into pairs.vtt

5.13 KB

3 -Code Outline.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/15 - VIP Facial Recognition/3 -Code Outline.vtt

5.1 KB

7 -Generating Generators.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/15 - VIP Facial Recognition/7 -Generating Generators.vtt

5.05 KB

8 -Creating the model and loss.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/15 - VIP Facial Recognition/8 -Creating the model and loss.vtt

4.69 KB

5 -Splitting the data into train and test.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/15 - VIP Facial Recognition/5 -Splitting the data into train and test.vtt

4.5 KB

1 -Facial Recognition Section Introduction.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/15 - VIP Facial Recognition/1 -Facial Recognition Section Introduction.vtt

4.02 KB

10 -Facial Recognition Section Summary.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/15 - VIP Facial Recognition/10 -Facial Recognition Section Summary.vtt

3.93 KB

14 - VIP Uncertainty Estimation

4 files • 86.14 MB

1 -Custom Loss and Estimating Prediction Uncertainty.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/14 - VIP Uncertainty Estimation/1 -Custom Loss and Estimating Prediction Uncertainty.mp4

43.47 MB

2 -Estimating Prediction Uncertainty Code.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/14 - VIP Uncertainty Estimation/2 -Estimating Prediction Uncertainty Code.mp4

42.66 MB

1 -Custom Loss and Estimating Prediction Uncertainty.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/14 - VIP Uncertainty Estimation/1 -Custom Loss and Estimating Prediction Uncertainty.vtt

11.25 KB

2 -Estimating Prediction Uncertainty Code.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/14 - VIP Uncertainty Estimation/2 -Estimating Prediction Uncertainty Code.vtt

7.75 KB

22 - Appendix FAQ Finale

4 files • 56.81 MB

2 -BONUS.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/22 - Appendix FAQ Finale/2 -BONUS.mp4

40.43 MB

1 -What is the Appendix.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/22 - Appendix FAQ Finale/1 -What is the Appendix.mp4

16.36 MB

2 -BONUS.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/22 - Appendix FAQ Finale/2 -BONUS.vtt

7.08 KB

1 -What is the Appendix.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/22 - Appendix FAQ Finale/1 -What is the Appendix.vtt

3.29 KB

16 - In-Depth Loss Functions

6 files • 89.13 MB

1 -Mean Squared Error.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/16 - In-Depth Loss Functions/1 -Mean Squared Error.mp4

33.78 MB

3 -Categorical Cross Entropy.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/16 - In-Depth Loss Functions/3 -Categorical Cross Entropy.mp4

31.72 MB

2 -Binary Cross Entropy.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/16 - In-Depth Loss Functions/2 -Binary Cross Entropy.mp4

23.61 MB

1 -Mean Squared Error.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/16 - In-Depth Loss Functions/1 -Mean Squared Error.vtt

9.86 KB

3 -Categorical Cross Entropy.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/16 - In-Depth Loss Functions/3 -Categorical Cross Entropy.vtt

8.45 KB

2 -Binary Cross Entropy.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/16 - In-Depth Loss Functions/2 -Binary Cross Entropy.vtt

6.36 KB

2 - Getting Set Up

9 files • 65.13 MB

1 -Where to get the code, notebooks, and data.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/2 - Getting Set Up/1 -Where to get the code, notebooks, and data.mp4

26.91 MB

3 -Temporary 403 Errors.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/2 - Getting Set Up/3 -Temporary 403 Errors.mp4

21.98 MB

2 -How to Succeed in This Course.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/2 - Getting Set Up/2 -How to Succeed in This Course.mp4

16.23 MB

1 -Where to get the code, notebooks, and data.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/2 - Getting Set Up/1 -Where to get the code, notebooks, and data.vtt

5.53 KB

2 -How to Succeed in This Course.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/2 - Getting Set Up/2 -How to Succeed in This Course.vtt

3.91 KB

3 -Temporary 403 Errors.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/2 - Getting Set Up/3 -Temporary 403 Errors.vtt

3.22 KB

1 -Data Links.url

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/2 - Getting Set Up/1 -Data Links.url

119 Bytes

1 -Github Link.url

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/2 - Getting Set Up/1 -Github Link.url

102 Bytes

1 -Code Link.url

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/2 - Getting Set Up/1 -Code Link.url

87 Bytes

18 - Extras

2 files • 25.94 MB

1 -Where Are The Exercises.mp4

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/18 - Extras/1 -Where Are The Exercises.mp4

25.94 MB

1 -Where Are The Exercises.vtt

Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)/18 - Extras/1 -Where Are The Exercises.vtt

4.77 KB

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