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Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)
- Date: 2025-10-27
- Size: 7.8 GB
- Files: 306
File Name
Size
1 - Introduction/1 -Welcome.mp4
36 MB
1 - Introduction/1 -Welcome.vtt
5.0 kB
1 - Introduction/2 -Overview and Outline.mp4
80 MB
1 - Introduction/2 -Overview and Outline.vtt
16 kB
10 - Transfer Learning for Computer Vision/1 -Transfer Learning Theory.mp4
58 MB
10 - Transfer Learning for Computer Vision/1 -Transfer Learning Theory.vtt
9.4 kB
10 - Transfer Learning for Computer Vision/2 -Some Pre-trained Models (VGG, ResNet, Inception, MobileNet).mp4
22 MB
10 - Transfer Learning for Computer Vision/2 -Some Pre-trained Models (VGG, ResNet, Inception, MobileNet).vtt
4.6 kB
10 - Transfer Learning for Computer Vision/3 -Large Datasets.mp4
41 MB
10 - Transfer Learning for Computer Vision/3 -Large Datasets.vtt
8.0 kB
10 - Transfer Learning for Computer Vision/4 -2 Approaches to Transfer Learning.mp4
22 MB
10 - Transfer Learning for Computer Vision/4 -2 Approaches to Transfer Learning.vtt
5.2 kB
10 - Transfer Learning for Computer Vision/5 -Transfer Learning Code (pt 1).mp4
78 MB
10 - Transfer Learning for Computer Vision/5 -Transfer Learning Code (pt 1).vtt
10 kB
10 - Transfer Learning for Computer Vision/6 -Transfer Learning Code (pt 2).mp4
56 MB
10 - Transfer Learning for Computer Vision/6 -Transfer Learning Code (pt 2).vtt
7.7 kB
11 - GANs (Generative Adversarial Networks)/1 -GAN Theory.mp4
92 MB
11 - GANs (Generative Adversarial Networks)/1 -GAN Theory.vtt
18 kB
11 - GANs (Generative Adversarial Networks)/2 -GAN Code Preparation.mp4
28 MB
11 - GANs (Generative Adversarial Networks)/2 -GAN Code Preparation.vtt
7.4 kB
11 - GANs (Generative Adversarial Networks)/3 -GAN Code.mp4
62 MB
11 - GANs (Generative Adversarial Networks)/3 -GAN Code.vtt
9.4 kB
12 - Deep Reinforcement Learning (Theory)/1 -Deep Reinforcement Learning Section Introduction.mp4
41 MB
12 - Deep Reinforcement Learning (Theory)/1 -Deep Reinforcement Learning Section Introduction.vtt
7.5 kB
12 - Deep Reinforcement Learning (Theory)/10 -Epsilon-Greedy.mp4
42 MB
12 - Deep Reinforcement Learning (Theory)/10 -Epsilon-Greedy.vtt
6.5 kB
12 - Deep Reinforcement Learning (Theory)/11 -Q-Learning.mp4
67 MB
12 - Deep Reinforcement Learning (Theory)/11 -Q-Learning.vtt
16 kB
12 - Deep Reinforcement Learning (Theory)/12 -Deep Q-Learning DQN (pt 1).mp4
60 MB
12 - Deep Reinforcement Learning (Theory)/12 -Deep Q-Learning DQN (pt 1).vtt
14 kB
12 - Deep Reinforcement Learning (Theory)/13 -Deep Q-Learning DQN (pt 2).mp4
52 MB
12 - Deep Reinforcement Learning (Theory)/13 -Deep Q-Learning DQN (pt 2).vtt
12 kB
12 - Deep Reinforcement Learning (Theory)/14 -How to Learn Reinforcement Learning.mp4
40 MB
12 - Deep Reinforcement Learning (Theory)/14 -How to Learn Reinforcement Learning.vtt
6.7 kB
12 - Deep Reinforcement Learning (Theory)/2 -Elements of a Reinforcement Learning Problem.mp4
105 MB
12 - Deep Reinforcement Learning (Theory)/2 -Elements of a Reinforcement Learning Problem.vtt
23 kB
12 - Deep Reinforcement Learning (Theory)/3 -States, Actions, Rewards, Policies.mp4
44 MB
12 - Deep Reinforcement Learning (Theory)/3 -States, Actions, Rewards, Policies.vtt
10 kB
12 - Deep Reinforcement Learning (Theory)/4 -Markov Decision Processes (MDPs).mp4
50 MB
12 - Deep Reinforcement Learning (Theory)/4 -Markov Decision Processes (MDPs).vtt
11 kB
12 - Deep Reinforcement Learning (Theory)/5 -The Return.mp4
23 MB
12 - Deep Reinforcement Learning (Theory)/5 -The Return.vtt
5.5 kB
12 - Deep Reinforcement Learning (Theory)/6 -Value Functions and the Bellman Equation.mp4
48 MB
12 - Deep Reinforcement Learning (Theory)/6 -Value Functions and the Bellman Equation.vtt
11 kB
12 - Deep Reinforcement Learning (Theory)/7 -What does it mean to “learn”.mp4
32 MB
12 - Deep Reinforcement Learning (Theory)/7 -What does it mean to “learn”.vtt
7.8 kB
12 - Deep Reinforcement Learning (Theory)/8 -Solving the Bellman Equation with Reinforcement Learning (pt 1).mp4
46 MB
12 - Deep Reinforcement Learning (Theory)/8 -Solving the Bellman Equation with Reinforcement Learning (pt 1).vtt
11 kB
12 - Deep Reinforcement Learning (Theory)/9 -Solving the Bellman Equation with Reinforcement Learning (pt 2).mp4
56 MB
12 - Deep Reinforcement Learning (Theory)/9 -Solving the Bellman Equation with Reinforcement Learning (pt 2).vtt
14 kB
13 - Stock Trading Project with Deep Reinforcement Learning/1 -Reinforcement Learning Stock Trader Introduction.mp4
29 MB
13 - Stock Trading Project with Deep Reinforcement Learning/1 -Reinforcement Learning Stock Trader Introduction.vtt
6.0 kB
13 - Stock Trading Project with Deep Reinforcement Learning/2 -Data and Environment.mp4
56 MB
13 - Stock Trading Project with Deep Reinforcement Learning/2 -Data and Environment.vtt
14 kB
13 - Stock Trading Project with Deep Reinforcement Learning/3 -Replay Buffer.mp4
25 MB
13 - Stock Trading Project with Deep Reinforcement Learning/3 -Replay Buffer.vtt
6.1 kB
13 - Stock Trading Project with Deep Reinforcement Learning/4 -Program Design and Layout.mp4
27 MB
13 - Stock Trading Project with Deep Reinforcement Learning/4 -Program Design and Layout.vtt
7.6 kB
13 - Stock Trading Project with Deep Reinforcement Learning/5 -Code pt 1.mp4
66 MB
13 - Stock Trading Project with Deep Reinforcement Learning/5 -Code pt 1.vtt
11 kB
13 - Stock Trading Project with Deep Reinforcement Learning/6 -Code pt 2.mp4
70 MB
13 - Stock Trading Project with Deep Reinforcement Learning/6 -Code pt 2.vtt
10 kB
13 - Stock Trading Project with Deep Reinforcement Learning/7 -Code pt 3.mp4
59 MB
13 - Stock Trading Project with Deep Reinforcement Learning/7 -Code pt 3.vtt
7.4 kB
13 - Stock Trading Project with Deep Reinforcement Learning/8 -Code pt 4.mp4
53 MB
13 - Stock Trading Project with Deep Reinforcement Learning/8 -Code pt 4.vtt
7.4 kB
13 - Stock Trading Project with Deep Reinforcement Learning/9 -Reinforcement Learning Stock Trader Discussion.mp4
17 MB
13 - Stock Trading Project with Deep Reinforcement Learning/9 -Reinforcement Learning Stock Trader Discussion.vtt
3.9 kB
14 - VIP Uncertainty Estimation/1 -Custom Loss and Estimating Prediction Uncertainty.mp4
44 MB
14 - VIP Uncertainty Estimation/1 -Custom Loss and Estimating Prediction Uncertainty.vtt
11 kB
14 - VIP Uncertainty Estimation/2 -Estimating Prediction Uncertainty Code.mp4
43 MB
14 - VIP Uncertainty Estimation/2 -Estimating Prediction Uncertainty Code.vtt
7.7 kB
15 - VIP Facial Recognition/1 -Facial Recognition Section Introduction.mp4
24 MB
15 - VIP Facial Recognition/1 -Facial Recognition Section Introduction.vtt
4.0 kB
15 - VIP Facial Recognition/10 -Facial Recognition Section Summary.mp4
18 MB
15 - VIP Facial Recognition/10 -Facial Recognition Section Summary.vtt
3.9 kB
15 - VIP Facial Recognition/2 -Siamese Networks.mp4
50 MB
15 - VIP Facial Recognition/2 -Siamese Networks.vtt
11 kB
15 - VIP Facial Recognition/3 -Code Outline.mp4
24 MB
15 - VIP Facial Recognition/3 -Code Outline.vtt
5.1 kB
15 - VIP Facial Recognition/4 -Loading in the data.mp4
35 MB
15 - VIP Facial Recognition/4 -Loading in the data.vtt
6.0 kB
15 - VIP Facial Recognition/5 -Splitting the data into train and test.mp4
26 MB
15 - VIP Facial Recognition/5 -Splitting the data into train and test.vtt
4.5 kB
15 - VIP Facial Recognition/6 -Converting the data into pairs.mp4
30 MB
15 - VIP Facial Recognition/6 -Converting the data into pairs.vtt
5.1 kB
15 - VIP Facial Recognition/7 -Generating Generators.mp4
32 MB
15 - VIP Facial Recognition/7 -Generating Generators.vtt
5.0 kB
15 - VIP Facial Recognition/8 -Creating the model and loss.mp4
29 MB
15 - VIP Facial Recognition/8 -Creating the model and loss.vtt
4.7 kB
15 - VIP Facial Recognition/9 -Accuracy and imbalanced classes.mp4
51 MB
15 - VIP Facial Recognition/9 -Accuracy and imbalanced classes.vtt
8.4 kB
16 - In-Depth Loss Functions/1 -Mean Squared Error.mp4
34 MB
16 - In-Depth Loss Functions/1 -Mean Squared Error.vtt
9.9 kB
16 - In-Depth Loss Functions/2 -Binary Cross Entropy.mp4
24 MB
16 - In-Depth Loss Functions/2 -Binary Cross Entropy.vtt
6.4 kB
16 - In-Depth Loss Functions/3 -Categorical Cross Entropy.mp4
32 MB
16 - In-Depth Loss Functions/3 -Categorical Cross Entropy.vtt
8.4 kB
17 - In-Depth Gradient Descent/1 -Gradient Descent.mp4
35 MB
17 - In-Depth Gradient Descent/1 -Gradient Descent.vtt
8.6 kB
17 - In-Depth Gradient Descent/2 -Stochastic Gradient Descent.mp4
23 MB
17 - In-Depth Gradient Descent/2 -Stochastic Gradient Descent.vtt
4.8 kB
17 - In-Depth Gradient Descent/3 -Momentum.mp4
34 MB
17 - In-Depth Gradient Descent/3 -Momentum.vtt
6.9 kB
17 - In-Depth Gradient Descent/4 -Variable and Adaptive Learning Rates.mp4
35 MB
17 - In-Depth Gradient Descent/4 -Variable and Adaptive Learning Rates.vtt
13 kB
17 - In-Depth Gradient Descent/5 -Adam (pt 1).mp4
55 MB
17 - In-Depth Gradient Descent/5 -Adam (pt 1).vtt
15 kB
17 - In-Depth Gradient Descent/6 -Adam (pt 2).mp4
53 MB
17 - In-Depth Gradient Descent/6 -Adam (pt 2).vtt
13 kB
18 - Extras/1 -Where Are The Exercises.mp4
26 MB
18 - Extras/1 -Where Are The Exercises.vtt
4.8 kB
19 - Setting up your Environment (FAQ by Student Request)/1 -Pre-Installation Check.mp4
23 MB
19 - Setting up your Environment (FAQ by Student Request)/1 -Pre-Installation Check.vtt
5.7 kB
19 - Setting up your Environment (FAQ by Student Request)/2 -How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4
151 MB
19 - Setting up your Environment (FAQ by Student Request)/2 -How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.vtt
13 kB
19 - Setting up your Environment (FAQ by Student Request)/3 -Anaconda Environment Setup.mp4
181 MB
19 - Setting up your Environment (FAQ by Student Request)/3 -Anaconda Environment Setup.vtt
17 kB
19 - Setting up your Environment (FAQ by Student Request)/4 -Installing NVIDIA GPU-Accelerated Deep Learning Libraries on your Home Computer.mp4
167 MB
19 - Setting up your Environment (FAQ by Student Request)/4 -Installing NVIDIA GPU-Accelerated Deep Learning Libraries on your Home Computer.vtt
28 kB
2 - Getting Set Up/1 -Code Link.url
87 B
2 - Getting Set Up/1 -Data Links.url
119 B
2 - Getting Set Up/1 -Github Link.url
102 B
2 - Getting Set Up/1 -Where to get the code, notebooks, and data.mp4
27 MB
2 - Getting Set Up/1 -Where to get the code, notebooks, and data.vtt
5.5 kB
2 - Getting Set Up/2 -How to Succeed in This Course.mp4
16 MB
2 - Getting Set Up/2 -How to Succeed in This Course.vtt
3.9 kB
2 - Getting Set Up/3 -Temporary 403 Errors.mp4
22 MB
2 - Getting Set Up/3 -Temporary 403 Errors.vtt
3.2 kB
20 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/1 -Beginner's Coding Tips.mp4
76 MB
20 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/1 -Beginner's Coding Tips.vtt
17 kB
20 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/2 -How to Code Yourself (part 1).mp4
72 MB
20 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/2 -How to Code Yourself (part 1).vtt
20 kB
20 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/3 -How to Code Yourself (part 2).mp4
49 MB
20 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/3 -How to Code Yourself (part 2).vtt
11 kB
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 MB
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.vtt
12 kB
20 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/5 -Data Links.url
119 B
20 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/5 -Get Your Hands Dirty, Practical Coding Experience, Data Links.mp4
44 MB
20 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/5 -Get Your Hands Dirty, Practical Coding Experience, Data Links.vtt
10 kB
20 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/5 -Github Link.url
102 B
20 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/6 -How to use Github & Extra Coding Tips (Optional).mp4
64 MB
20 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/6 -How to use Github & Extra Coding Tips (Optional).vtt
14 kB
21 - Effective Learning Strategies for Machine Learning (FAQ by Student Request)/1 -How to Succeed in this Course (Long Version).mp4
35 MB
21 - Effective Learning Strategies for Machine Learning (FAQ by Student Request)/1 -How to Succeed in this Course (Long Version).vtt
13 kB
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
106 MB
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.vtt
28 kB
21 - Effective Learning Strategies for Machine Learning (FAQ by Student Request)/3 -Machine Learning and AI Prerequisite Roadmap (pt 1).mp4
80 MB
21 - Effective Learning Strategies for Machine Learning (FAQ by Student Request)/3 -Machine Learning and AI Prerequisite Roadmap (pt 1).vtt
14 kB
21 - Effective Learning Strategies for Machine Learning (FAQ by Student Request)/4 -Machine Learning and AI Prerequisite Roadmap (pt 2).mp4
108 MB
21 - Effective Learning Strategies for Machine Learning (FAQ by Student Request)/4 -Machine Learning and AI Prerequisite Roadmap (pt 2).vtt
20 kB
22 - Appendix FAQ Finale/1 -What is the Appendix.mp4
16 MB
22 - Appendix FAQ Finale/1 -What is the Appendix.vtt
3.3 kB
22 - Appendix FAQ Finale/2 -BONUS.mp4
40 MB
22 - Appendix FAQ Finale/2 -BONUS.vtt
7.1 kB
3 - Google Colab/1 -Intro to Google Colab, how to use a GPU or TPU for free.mp4
60 MB
3 - Google Colab/1 -Intro to Google Colab, how to use a GPU or TPU for free.vtt
12 kB
3 - Google Colab/2 -Uploading your own data to Google Colab.mp4
90 MB
3 - Google Colab/2 -Uploading your own data to Google Colab.vtt
13 kB
3 - Google Colab/3 -Where can I learn about Numpy, Scipy, Matplotlib, Pandas, and Scikit-Learn.mp4
57 MB
3 - Google Colab/3 -Where can I learn about Numpy, Scipy, Matplotlib, Pandas, and Scikit-Learn.vtt
13 kB
4 - Machine Learning and Neurons/1 -What is Machine Learning.mp4
70 MB
4 - Machine Learning and Neurons/1 -What is Machine Learning.vtt
16 kB
4 - Machine Learning and Neurons/10 -Saving and Loading a Model.mp4
29 MB
4 - Machine Learning and Neurons/10 -Saving and Loading a Model.vtt
5.8 kB
4 - Machine Learning and Neurons/11 -A Short Neuroscience Primer.mp4
45 MB
4 - Machine Learning and Neurons/11 -A Short Neuroscience Primer.vtt
11 kB
4 - Machine Learning and Neurons/12 -How does a model learn.mp4
50 MB
4 - Machine Learning and Neurons/12 -How does a model learn.vtt
12 kB
4 - Machine Learning and Neurons/13 -Model With Logits.mp4
27 MB
4 - Machine Learning and Neurons/13 -Model With Logits.vtt
4.7 kB
4 - Machine Learning and Neurons/14 -Train Sets vs. Validation Sets vs. Test Sets.mp4
52 MB
4 - Machine Learning and Neurons/14 -Train Sets vs. Validation Sets vs. Test Sets.vtt
12 kB
4 - Machine Learning and Neurons/15 -Suggestion Box.mp4
27 MB
4 - Machine Learning and Neurons/15 -Suggestion Box.vtt
4.1 kB
4 - Machine Learning and Neurons/2 -Regression Basics.mp4
73 MB
4 - Machine Learning and Neurons/2 -Regression Basics.vtt
18 kB
4 - Machine Learning and Neurons/3 -Regression Code Preparation.mp4
46 MB
4 - Machine Learning and Neurons/3 -Regression Code Preparation.vtt
14 kB
4 - Machine Learning and Neurons/4 -Regression Notebook.mp4
72 MB
4 - Machine Learning and Neurons/4 -Regression Notebook.vtt
15 kB
4 - Machine Learning and Neurons/5 -Moore's Law.mp4
31 MB
4 - Machine Learning and Neurons/5 -Moore's Law.vtt
8.0 kB
4 - Machine Learning and Neurons/6 -Moore's Law Notebook.mp4
79 MB
4 - Machine Learning and Neurons/6 -Moore's Law Notebook.vtt
14 kB
4 - Machine Learning and Neurons/7 -Linear Classification Basics.mp4
66 MB
4 - Machine Learning and Neurons/7 -Linear Classification Basics.vtt
18 kB
4 - Machine Learning and Neurons/8 -Classification Code Preparation.mp4
27 MB
4 - Machine Learning and Neurons/8 -Classification Code Preparation.vtt
8.3 kB
4 - Machine Learning and Neurons/9 -Classification Notebook.mp4
78 MB
4 - Machine Learning and Neurons/9 -Classification Notebook.vtt
13 kB
5 - Feedforward Artificial Neural Networks/1 -Artificial Neural Networks Section Introduction.mp4
33 MB
5 - Feedforward Artificial Neural Networks/1 -Artificial Neural Networks Section Introduction.vtt
6.9 kB
5 - Feedforward Artificial Neural Networks/10 -ANN for Regression.mp4
80 MB
5 - Feedforward Artificial Neural Networks/10 -ANN for Regression.vtt
11 kB
5 - Feedforward Artificial Neural Networks/11 -How to Choose Hyperparameters.mp4
40 MB
5 - Feedforward Artificial Neural Networks/11 -How to Choose Hyperparameters.vtt
7.5 kB
5 - Feedforward Artificial Neural Networks/2 -Forward Propagation.mp4
47 MB
5 - Feedforward Artificial Neural Networks/2 -Forward Propagation.vtt
11 kB
5 - Feedforward Artificial Neural Networks/3 -The Geometrical Picture.mp4
56 MB
5 - Feedforward Artificial Neural Networks/3 -The Geometrical Picture.vtt
10 kB
5 - Feedforward Artificial Neural Networks/4 -Activation Functions.mp4
89 MB
5 - Feedforward Artificial Neural Networks/4 -Activation Functions.vtt
20 kB
5 - Feedforward Artificial Neural Networks/5 -Multiclass Classification.mp4
49 MB
5 - Feedforward Artificial Neural Networks/5 -Multiclass Classification.vtt
11 kB
5 - Feedforward Artificial Neural Networks/6 -How to Represent Images.mp4
75 MB
5 - Feedforward Artificial Neural Networks/6 -How to Represent Images.vtt
13 kB
5 - Feedforward Artificial Neural Networks/7 -Color Mixing Clarification.mp4
4.9 MB
5 - Feedforward Artificial Neural Networks/7 -Color Mixing Clarification.vtt
1.0 kB
5 - Feedforward Artificial Neural Networks/8 -Code Preparation (ANN).mp4
66 MB
5 - Feedforward Artificial Neural Networks/8 -Code Preparation (ANN).vtt
18 kB
5 - Feedforward Artificial Neural Networks/9 -ANN for Image Classification.mp4
106 MB
5 - Feedforward Artificial Neural Networks/9 -ANN for Image Classification.vtt
20 kB
6 - Convolutional Neural Networks/1 -What is Convolution (part 1).mp4
80 MB
6 - Convolutional Neural Networks/1 -What is Convolution (part 1).vtt
18 kB
6 - Convolutional Neural Networks/10 -CNN for CIFAR-10.mp4
55 MB
6 - Convolutional Neural Networks/10 -CNN for CIFAR-10.vtt
7.9 kB
6 - Convolutional Neural Networks/11 -Data Augmentation.mp4
44 MB
6 - Convolutional Neural Networks/11 -Data Augmentation.vtt
11 kB
6 - Convolutional Neural Networks/12 -Batch Normalization.mp4
23 MB
6 - Convolutional Neural Networks/12 -Batch Normalization.vtt
5.8 kB
6 - Convolutional Neural Networks/13 -Improving CIFAR-10 Results.mp4
76 MB
6 - Convolutional Neural Networks/13 -Improving CIFAR-10 Results.vtt
11 kB
6 - Convolutional Neural Networks/2 -What is Convolution (part 2).mp4
24 MB
6 - Convolutional Neural Networks/2 -What is Convolution (part 2).vtt
6.4 kB
6 - Convolutional Neural Networks/3 -What is Convolution (part 3).mp4
30 MB
6 - Convolutional Neural Networks/3 -What is Convolution (part 3).vtt
7.0 kB
6 - Convolutional Neural Networks/4 -Convolution on Color Images.mp4
76 MB
6 - Convolutional Neural Networks/4 -Convolution on Color Images.vtt
18 kB
6 - Convolutional Neural Networks/5 -CNN Architecture.mp4
90 MB
6 - Convolutional Neural Networks/5 -CNN Architecture.vtt
24 kB
6 - Convolutional Neural Networks/6 -CNN Code Preparation (part 1).mp4
80 MB
6 - Convolutional Neural Networks/6 -CNN Code Preparation (part 1).vtt
22 kB
6 - Convolutional Neural Networks/7 -CNN Code Preparation (part 2).mp4
37 MB
6 - Convolutional Neural Networks/7 -CNN Code Preparation (part 2).vtt
9.3 kB
6 - Convolutional Neural Networks/8 -CNN Code Preparation (part 3).mp4
34 MB
6 - Convolutional Neural Networks/8 -CNN Code Preparation (part 3).vtt
6.2 kB
6 - Convolutional Neural Networks/9 -CNN for Fashion MNIST.mp4
74 MB
6 - Convolutional Neural Networks/9 -CNN for Fashion MNIST.vtt
12 kB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/1 -Sequence Data.mp4
114 MB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/1 -Sequence Data.vtt
26 kB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/10 -GRU and LSTM (pt 2).mp4
50 MB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/10 -GRU and LSTM (pt 2).vtt
13 kB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/11 -A More Challenging Sequence.mp4
87 MB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/11 -A More Challenging Sequence.vtt
9.3 kB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/12 -RNN for Image Classification (Theory).mp4
32 MB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/12 -RNN for Image Classification (Theory).vtt
5.2 kB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/13 -RNN for Image Classification (Code).mp4
20 MB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/13 -RNN for Image Classification (Code).vtt
2.9 kB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/14 -Stock Return Predictions using LSTMs (pt 1).mp4
78 MB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/14 -Stock Return Predictions using LSTMs (pt 1).vtt
14 kB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/15 -Stock Return Predictions using LSTMs (pt 2).mp4
43 MB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/15 -Stock Return Predictions using LSTMs (pt 2).vtt
6.0 kB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/16 -Stock Return Predictions using LSTMs (pt 3).mp4
71 MB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/16 -Stock Return Predictions using LSTMs (pt 3).vtt
13 kB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/17 -Other Ways to Forecast.mp4
28 MB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/17 -Other Ways to Forecast.vtt
6.3 kB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/2 -Forecasting.mp4
48 MB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/2 -Forecasting.vtt
12 kB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/3 -Autoregressive Linear Model for Time Series Prediction.mp4
81 MB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/3 -Autoregressive Linear Model for Time Series Prediction.vtt
13 kB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/4 -Proof that the Linear Model Works.mp4
18 MB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/4 -Proof that the Linear Model Works.vtt
4.0 kB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/5 -Recurrent Neural Networks.mp4
93 MB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/5 -Recurrent Neural Networks.vtt
22 kB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/6 -RNN Code Preparation.mp4
55 MB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/6 -RNN Code Preparation.vtt
16 kB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/7 -RNN for Time Series Prediction.mp4
72 MB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/7 -RNN for Time Series Prediction.vtt
8.6 kB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/8 -Paying Attention to Shapes.mp4
56 MB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/8 -Paying Attention to Shapes.vtt
9.6 kB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/9 -GRU and LSTM (pt 1).mp4
80 MB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/9 -GRU and LSTM (pt 1).vtt
20 kB
8 - Natural Language Processing (NLP)/1 -Embeddings.mp4
60 MB
8 - Natural Language Processing (NLP)/1 -Embeddings.vtt
14 kB
8 - Natural Language Processing (NLP)/10 -(Legacy) VIP Making Predictions with a Trained NLP Model.mp4
49 MB
8 - Natural Language Processing (NLP)/10 -(Legacy) VIP Making Predictions with a Trained NLP Model.vtt
8.0 kB
8 - Natural Language Processing (NLP)/11 -VIP Making Predictions with a Trained NLP Model (V2).mp4
26 MB
8 - Natural Language Processing (NLP)/11 -VIP Making Predictions with a Trained NLP Model (V2).vtt
4.7 kB
8 - Natural Language Processing (NLP)/2 -Neural Networks with Embeddings.mp4
16 MB
8 - Natural Language Processing (NLP)/2 -Neural Networks with Embeddings.vtt
4.0 kB
8 - Natural Language Processing (NLP)/3 -Text Preprocessing Concepts.mp4
52 MB
8 - Natural Language Processing (NLP)/3 -Text Preprocessing Concepts.vtt
16 kB
8 - Natural Language Processing (NLP)/4 -Beginner Blues - PyTorch NLP Version.mp4
64 MB
8 - Natural Language Processing (NLP)/4 -Beginner Blues - PyTorch NLP Version.vtt
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8 - Natural Language Processing (NLP)/4 -Why bad programmers always need the latest version.url
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8 - Natural Language Processing (NLP)/5 -(Legacy) Text Preprocessing Code Preparation.mp4
44 MB
8 - Natural Language Processing (NLP)/5 -(Legacy) Text Preprocessing Code Preparation.vtt
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8 - Natural Language Processing (NLP)/6 -(Legacy) Text Preprocessing Code Example.mp4
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8 - Natural Language Processing (NLP)/6 -(Legacy) Text Preprocessing Code Example.vtt
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8 - Natural Language Processing (NLP)/7 -Text Classification with LSTMs (V2).mp4
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8 - Natural Language Processing (NLP)/7 -Text Classification with LSTMs (V2).vtt
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8 - Natural Language Processing (NLP)/8 -CNNs for Text.mp4
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8 - Natural Language Processing (NLP)/8 -CNNs for Text.vtt
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8 - Natural Language Processing (NLP)/9 -Text Classification with CNNs (V2).mp4
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8 - Natural Language Processing (NLP)/9 -Text Classification with CNNs (V2).vtt
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9 - Recommender Systems/1 -Recommender Systems with Deep Learning Theory.mp4
65 MB
9 - Recommender Systems/1 -Recommender Systems with Deep Learning Theory.vtt
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9 - Recommender Systems/2 -Recommender Systems with Deep Learning Code Preparation.mp4
40 MB
9 - Recommender Systems/2 -Recommender Systems with Deep Learning Code Preparation.vtt
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9 - Recommender Systems/3 -Recommender Systems with Deep Learning Code (pt 1).mp4
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9 - Recommender Systems/3 -Recommender Systems with Deep Learning Code (pt 1).vtt
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9 - Recommender Systems/4 -Recommender Systems with Deep Learning Code (pt 2).mp4
77 MB
9 - Recommender Systems/4 -Recommender Systems with Deep Learning Code (pt 2).vtt
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9 - Recommender Systems/5 -VIP Making Predictions with a Trained Recommender Model.mp4
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9 - Recommender Systems/5 -VIP Making Predictions with a Trained Recommender Model.vtt
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