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Udemy - PyTorch Deep Learning and Artificial Intelligence (12.2024)
大小 7.84 GB
文件数 306
Info Hash: 714E6D8708DA74301C32AB737A5C05F01E77246B
收录时间 2026-01-20 11:06:24
更新时间 2026-01-20 11:06:24
文件列表 (306)
1 - Introduction/1 -Welcome.mp4
35.67 MB
1 - Introduction/1 -Welcome.vtt
5.04 KB
1 - Introduction/2 -Overview and Outline.mp4
79.64 MB
1 - Introduction/2 -Overview and Outline.vtt
15.68 KB
10 - Transfer Learning for Computer Vision/1 -Transfer Learning Theory.mp4
58.1 MB
10 - Transfer Learning for Computer Vision/1 -Transfer Learning Theory.vtt
9.44 KB
10 - Transfer Learning for Computer Vision/2 -Some Pre-trained Models (VGG, ResNet, Inception, MobileNet).mp4
21.6 MB
10 - Transfer Learning for Computer Vision/2 -Some Pre-trained Models (VGG, ResNet, Inception, MobileNet).vtt
4.57 KB
10 - Transfer Learning for Computer Vision/3 -Large Datasets.mp4
41.23 MB
10 - Transfer Learning for Computer Vision/3 -Large Datasets.vtt
7.96 KB
10 - Transfer Learning for Computer Vision/4 -2 Approaches to Transfer Learning.mp4
21.75 MB
10 - Transfer Learning for Computer Vision/4 -2 Approaches to Transfer Learning.vtt
5.25 KB
10 - Transfer Learning for Computer Vision/5 -Transfer Learning Code (pt 1).mp4
77.78 MB
10 - Transfer Learning for Computer Vision/5 -Transfer Learning Code (pt 1).vtt
10.18 KB
10 - Transfer Learning for Computer Vision/6 -Transfer Learning Code (pt 2).mp4
56.26 MB
10 - Transfer Learning for Computer Vision/6 -Transfer Learning Code (pt 2).vtt
7.69 KB
11 - GANs (Generative Adversarial Networks)/1 -GAN Theory.mp4
92.01 MB
11 - GANs (Generative Adversarial Networks)/1 -GAN Theory.vtt
18.41 KB
11 - GANs (Generative Adversarial Networks)/2 -GAN Code Preparation.mp4
28.1 MB
11 - GANs (Generative Adversarial Networks)/2 -GAN Code Preparation.vtt
7.45 KB
11 - GANs (Generative Adversarial Networks)/3 -GAN Code.mp4
61.47 MB
11 - GANs (Generative Adversarial Networks)/3 -GAN Code.vtt
9.38 KB
12 - Deep Reinforcement Learning (Theory)/1 -Deep Reinforcement Learning Section Introduction.mp4
40.72 MB
12 - Deep Reinforcement Learning (Theory)/1 -Deep Reinforcement Learning Section Introduction.vtt
7.49 KB
12 - Deep Reinforcement Learning (Theory)/10 -Epsilon-Greedy.mp4
41.46 MB
12 - Deep Reinforcement Learning (Theory)/10 -Epsilon-Greedy.vtt
6.54 KB
12 - Deep Reinforcement Learning (Theory)/11 -Q-Learning.mp4
66.73 MB
12 - Deep Reinforcement Learning (Theory)/11 -Q-Learning.vtt
15.63 KB
12 - Deep Reinforcement Learning (Theory)/12 -Deep Q-Learning DQN (pt 1).mp4
60.13 MB
12 - Deep Reinforcement Learning (Theory)/12 -Deep Q-Learning DQN (pt 1).vtt
14.4 KB
12 - Deep Reinforcement Learning (Theory)/13 -Deep Q-Learning DQN (pt 2).mp4
52.1 MB
12 - Deep Reinforcement Learning (Theory)/13 -Deep Q-Learning DQN (pt 2).vtt
11.58 KB
12 - Deep Reinforcement Learning (Theory)/14 -How to Learn Reinforcement Learning.mp4
40.27 MB
12 - Deep Reinforcement Learning (Theory)/14 -How to Learn Reinforcement Learning.vtt
6.72 KB
12 - Deep Reinforcement Learning (Theory)/2 -Elements of a Reinforcement Learning Problem.mp4
104.97 MB
12 - Deep Reinforcement Learning (Theory)/2 -Elements of a Reinforcement Learning Problem.vtt
22.88 KB
12 - Deep Reinforcement Learning (Theory)/3 -States, Actions, Rewards, Policies.mp4
44.06 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
50.45 MB
12 - Deep Reinforcement Learning (Theory)/4 -Markov Decision Processes (MDPs).vtt
11.19 KB
12 - Deep Reinforcement Learning (Theory)/5 -The Return.mp4
23.37 MB
12 - Deep Reinforcement Learning (Theory)/5 -The Return.vtt
5.48 KB
12 - Deep Reinforcement Learning (Theory)/6 -Value Functions and the Bellman Equation.mp4
47.69 MB
12 - Deep Reinforcement Learning (Theory)/6 -Value Functions and the Bellman Equation.vtt
10.91 KB
12 - Deep Reinforcement Learning (Theory)/7 -What does it mean to “learn”.mp4
31.64 MB
12 - Deep Reinforcement Learning (Theory)/7 -What does it mean to “learn”.vtt
7.82 KB
12 - Deep Reinforcement Learning (Theory)/8 -Solving the Bellman Equation with Reinforcement Learning (pt 1).mp4
45.84 MB
12 - Deep Reinforcement Learning (Theory)/8 -Solving the Bellman Equation with Reinforcement Learning (pt 1).vtt
11.21 KB
12 - Deep Reinforcement Learning (Theory)/9 -Solving the Bellman Equation with Reinforcement Learning (pt 2).mp4
55.51 MB
12 - Deep Reinforcement Learning (Theory)/9 -Solving the Bellman Equation with Reinforcement Learning (pt 2).vtt
13.45 KB
13 - Stock Trading Project with Deep Reinforcement Learning/1 -Reinforcement Learning Stock Trader Introduction.mp4
28.78 MB
13 - Stock Trading Project with Deep Reinforcement Learning/1 -Reinforcement Learning Stock Trader Introduction.vtt
5.99 KB
13 - Stock Trading Project with Deep Reinforcement Learning/2 -Data and Environment.mp4
55.69 MB
13 - Stock Trading Project with Deep Reinforcement Learning/2 -Data and Environment.vtt
13.77 KB
13 - Stock Trading Project with Deep Reinforcement Learning/3 -Replay Buffer.mp4
24.89 MB
13 - Stock Trading Project with Deep Reinforcement Learning/3 -Replay Buffer.vtt
6.09 KB
13 - Stock Trading Project with Deep Reinforcement Learning/4 -Program Design and Layout.mp4
26.85 MB
13 - Stock Trading Project with Deep Reinforcement Learning/4 -Program Design and Layout.vtt
7.62 KB
13 - Stock Trading Project with Deep Reinforcement Learning/5 -Code pt 1.mp4
66.34 MB
13 - Stock Trading Project with Deep Reinforcement Learning/5 -Code pt 1.vtt
10.59 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
10.3 KB
13 - Stock Trading Project with Deep Reinforcement Learning/7 -Code pt 3.mp4
58.58 MB
13 - Stock Trading Project with Deep Reinforcement Learning/7 -Code pt 3.vtt
7.41 KB
13 - Stock Trading Project with Deep Reinforcement Learning/8 -Code pt 4.mp4
52.59 MB
13 - Stock Trading Project with Deep Reinforcement Learning/8 -Code pt 4.vtt
7.36 KB
13 - Stock Trading Project with Deep Reinforcement Learning/9 -Reinforcement Learning Stock Trader Discussion.mp4
17.17 MB
13 - Stock Trading Project with Deep Reinforcement Learning/9 -Reinforcement Learning Stock Trader Discussion.vtt
3.87 KB
14 - VIP Uncertainty Estimation/1 -Custom Loss and Estimating Prediction Uncertainty.mp4
43.47 MB
14 - VIP Uncertainty Estimation/1 -Custom Loss and Estimating Prediction Uncertainty.vtt
11.25 KB
14 - VIP Uncertainty Estimation/2 -Estimating Prediction Uncertainty Code.mp4
42.66 MB
14 - VIP Uncertainty Estimation/2 -Estimating Prediction Uncertainty Code.vtt
7.75 KB
15 - VIP Facial Recognition/1 -Facial Recognition Section Introduction.mp4
24.31 MB
15 - VIP Facial Recognition/1 -Facial Recognition Section Introduction.vtt
4.02 KB
15 - VIP Facial Recognition/10 -Facial Recognition Section Summary.mp4
18.31 MB
15 - VIP Facial Recognition/10 -Facial Recognition Section Summary.vtt
3.93 KB
15 - VIP Facial Recognition/2 -Siamese Networks.mp4
50.41 MB
15 - VIP Facial Recognition/2 -Siamese Networks.vtt
11.21 KB
15 - VIP Facial Recognition/3 -Code Outline.mp4
23.86 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
6.05 KB
15 - VIP Facial Recognition/5 -Splitting the data into train and test.mp4
26.26 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
30.37 MB
15 - VIP Facial Recognition/6 -Converting the data into pairs.vtt
5.13 KB
15 - VIP Facial Recognition/7 -Generating Generators.mp4
32.46 MB
15 - VIP Facial Recognition/7 -Generating Generators.vtt
5.05 KB
15 - VIP Facial Recognition/8 -Creating the model and loss.mp4
29.35 MB
15 - VIP Facial Recognition/8 -Creating the model and loss.vtt
4.69 KB
15 - VIP Facial Recognition/9 -Accuracy and imbalanced classes.mp4
51.15 MB
15 - VIP Facial Recognition/9 -Accuracy and imbalanced classes.vtt
8.36 KB
16 - In-Depth Loss Functions/1 -Mean Squared Error.mp4
33.78 MB
16 - In-Depth Loss Functions/1 -Mean Squared Error.vtt
9.86 KB
16 - In-Depth Loss Functions/2 -Binary Cross Entropy.mp4
23.61 MB
16 - In-Depth Loss Functions/2 -Binary Cross Entropy.vtt
6.36 KB
16 - In-Depth Loss Functions/3 -Categorical Cross Entropy.mp4
31.72 MB
16 - In-Depth Loss Functions/3 -Categorical Cross Entropy.vtt
8.45 KB
17 - In-Depth Gradient Descent/1 -Gradient Descent.mp4
34.92 MB
17 - In-Depth Gradient Descent/1 -Gradient Descent.vtt
8.57 KB
17 - In-Depth Gradient Descent/2 -Stochastic Gradient Descent.mp4
22.97 MB
17 - In-Depth Gradient Descent/2 -Stochastic Gradient Descent.vtt
4.76 KB
17 - In-Depth Gradient Descent/3 -Momentum.mp4
34.26 MB
17 - In-Depth Gradient Descent/3 -Momentum.vtt
6.9 KB
17 - In-Depth Gradient Descent/4 -Variable and Adaptive Learning Rates.mp4
34.84 MB
17 - In-Depth Gradient Descent/4 -Variable and Adaptive Learning Rates.vtt
13.3 KB
17 - In-Depth Gradient Descent/5 -Adam (pt 1).mp4
55.11 MB
17 - In-Depth Gradient Descent/5 -Adam (pt 1).vtt
14.61 KB
17 - In-Depth Gradient Descent/6 -Adam (pt 2).mp4
52.77 MB
17 - In-Depth Gradient Descent/6 -Adam (pt 2).vtt
12.67 KB
18 - Extras/1 -Where Are The Exercises.mp4
25.94 MB
18 - Extras/1 -Where Are The Exercises.vtt
4.77 KB
19 - Setting up your Environment (FAQ by Student Request)/1 -Pre-Installation Check.mp4
22.74 MB
19 - Setting up your Environment (FAQ by Student Request)/1 -Pre-Installation Check.vtt
5.74 KB
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
19 - Setting up your Environment (FAQ by Student Request)/2 -How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.vtt
12.59 KB
19 - Setting up your Environment (FAQ by Student Request)/3 -Anaconda Environment Setup.mp4
180.83 MB
19 - Setting up your Environment (FAQ by Student Request)/3 -Anaconda Environment Setup.vtt
17.33 KB
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
19 - Setting up your Environment (FAQ by Student Request)/4 -Installing NVIDIA GPU-Accelerated Deep Learning Libraries on your Home Computer.vtt
27.94 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
26.91 MB
2 - Getting Set Up/1 -Where to get the code, notebooks, and data.vtt
5.53 KB
2 - Getting Set Up/2 -How to Succeed in This Course.mp4
16.23 MB
2 - Getting Set Up/2 -How to Succeed in This Course.vtt
3.91 KB
2 - Getting Set Up/3 -Temporary 403 Errors.mp4
21.98 MB
2 - Getting Set Up/3 -Temporary 403 Errors.vtt
3.22 KB
20 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/1 -Beginner's Coding Tips.mp4
75.68 MB
20 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/1 -Beginner's Coding Tips.vtt
16.64 KB
20 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/2 -How to Code Yourself (part 1).mp4
71.83 MB
20 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/2 -How to Code Yourself (part 1).vtt
20.24 KB
20 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/3 -How to Code Yourself (part 2).mp4
49.13 MB
20 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/3 -How to Code Yourself (part 2).vtt
11.44 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
69.44 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
12.31 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
43.56 MB
20 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/5 -Get Your Hands Dirty, Practical Coding Experience, Data Links.vtt
10.5 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
63.91 MB
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
21 - Effective Learning Strategies for Machine Learning (FAQ by Student Request)/1 -How to Succeed in this Course (Long Version).mp4
35.21 MB
21 - Effective Learning Strategies for Machine Learning (FAQ by Student Request)/1 -How to Succeed in this Course (Long Version).vtt
12.83 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
105.56 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
27.68 KB
21 - Effective Learning Strategies for Machine Learning (FAQ by Student Request)/3 -Machine Learning and AI Prerequisite Roadmap (pt 1).mp4
79.77 MB
21 - Effective Learning Strategies for Machine Learning (FAQ by Student Request)/3 -Machine Learning and AI Prerequisite Roadmap (pt 1).vtt
14.16 KB
21 - Effective Learning Strategies for Machine Learning (FAQ by Student Request)/4 -Machine Learning and AI Prerequisite Roadmap (pt 2).mp4
108.14 MB
21 - Effective Learning Strategies for Machine Learning (FAQ by Student Request)/4 -Machine Learning and AI Prerequisite Roadmap (pt 2).vtt
20.24 KB
22 - Appendix FAQ Finale/1 -What is the Appendix.mp4
16.36 MB
22 - Appendix FAQ Finale/1 -What is the Appendix.vtt
3.29 KB
22 - Appendix FAQ Finale/2 -BONUS.mp4
40.43 MB
22 - Appendix FAQ Finale/2 -BONUS.vtt
7.08 KB
3 - Google Colab/1 -Intro to Google Colab, how to use a GPU or TPU for free.mp4
60.44 MB
3 - Google Colab/1 -Intro to Google Colab, how to use a GPU or TPU for free.vtt
12.52 KB
3 - Google Colab/2 -Uploading your own data to Google Colab.mp4
90.51 MB
3 - Google Colab/2 -Uploading your own data to Google Colab.vtt
12.6 KB
3 - Google Colab/3 -Where can I learn about Numpy, Scipy, Matplotlib, Pandas, and Scikit-Learn.mp4
56.99 MB
3 - Google Colab/3 -Where can I learn about Numpy, Scipy, Matplotlib, Pandas, and Scikit-Learn.vtt
13.41 KB
4 - Machine Learning and Neurons/1 -What is Machine Learning.mp4
70.47 MB
4 - Machine Learning and Neurons/1 -What is Machine Learning.vtt
16.21 KB
4 - Machine Learning and Neurons/10 -Saving and Loading a Model.mp4
28.76 MB
4 - Machine Learning and Neurons/10 -Saving and Loading a Model.vtt
5.82 KB
4 - Machine Learning and Neurons/11 -A Short Neuroscience Primer.mp4
44.63 MB
4 - Machine Learning and Neurons/11 -A Short Neuroscience Primer.vtt
10.78 KB
4 - Machine Learning and Neurons/12 -How does a model learn.mp4
50.07 MB
4 - Machine Learning and Neurons/12 -How does a model learn.vtt
12.11 KB
4 - Machine Learning and Neurons/13 -Model With Logits.mp4
27.22 MB
4 - Machine Learning and Neurons/13 -Model With Logits.vtt
4.71 KB
4 - Machine Learning and Neurons/14 -Train Sets vs. Validation Sets vs. Test Sets.mp4
52.17 MB
4 - Machine Learning and Neurons/14 -Train Sets vs. Validation Sets vs. Test Sets.vtt
12.46 KB
4 - Machine Learning and Neurons/15 -Suggestion Box.mp4
27.15 MB
4 - Machine Learning and Neurons/15 -Suggestion Box.vtt
4.14 KB
4 - Machine Learning and Neurons/2 -Regression Basics.mp4
73.01 MB
4 - Machine Learning and Neurons/2 -Regression Basics.vtt
17.51 KB
4 - Machine Learning and Neurons/3 -Regression Code Preparation.mp4
45.5 MB
4 - Machine Learning and Neurons/3 -Regression Code Preparation.vtt
14.26 KB
4 - Machine Learning and Neurons/4 -Regression Notebook.mp4
71.87 MB
4 - Machine Learning and Neurons/4 -Regression Notebook.vtt
15.33 KB
4 - Machine Learning and Neurons/5 -Moore's Law.mp4
30.56 MB
4 - Machine Learning and Neurons/5 -Moore's Law.vtt
8.04 KB
4 - Machine Learning and Neurons/6 -Moore's Law Notebook.mp4
78.92 MB
4 - Machine Learning and Neurons/6 -Moore's Law Notebook.vtt
13.84 KB
4 - Machine Learning and Neurons/7 -Linear Classification Basics.mp4
65.85 MB
4 - Machine Learning and Neurons/7 -Linear Classification Basics.vtt
17.87 KB
4 - Machine Learning and Neurons/8 -Classification Code Preparation.mp4
26.55 MB
4 - Machine Learning and Neurons/8 -Classification Code Preparation.vtt
8.26 KB
4 - Machine Learning and Neurons/9 -Classification Notebook.mp4
78.34 MB
4 - Machine Learning and Neurons/9 -Classification Notebook.vtt
12.79 KB
5 - Feedforward Artificial Neural Networks/1 -Artificial Neural Networks Section Introduction.mp4
33.42 MB
5 - Feedforward Artificial Neural Networks/1 -Artificial Neural Networks Section Introduction.vtt
6.95 KB
5 - Feedforward Artificial Neural Networks/10 -ANN for Regression.mp4
80.08 MB
5 - Feedforward Artificial Neural Networks/10 -ANN for Regression.vtt
11.38 KB
5 - Feedforward Artificial Neural Networks/11 -How to Choose Hyperparameters.mp4
39.47 MB
5 - Feedforward Artificial Neural Networks/11 -How to Choose Hyperparameters.vtt
7.52 KB
5 - Feedforward Artificial Neural Networks/2 -Forward Propagation.mp4
47 MB
5 - Feedforward Artificial Neural Networks/2 -Forward Propagation.vtt
10.69 KB
5 - Feedforward Artificial Neural Networks/3 -The Geometrical Picture.mp4
56.44 MB
5 - Feedforward Artificial Neural Networks/3 -The Geometrical Picture.vtt
10.16 KB
5 - Feedforward Artificial Neural Networks/4 -Activation Functions.mp4
89.24 MB
5 - Feedforward Artificial Neural Networks/4 -Activation Functions.vtt
19.85 KB
5 - Feedforward Artificial Neural Networks/5 -Multiclass Classification.mp4
48.65 MB
5 - Feedforward Artificial Neural Networks/5 -Multiclass Classification.vtt
10.77 KB
5 - Feedforward Artificial Neural Networks/6 -How to Represent Images.mp4
75.44 MB
5 - Feedforward Artificial Neural Networks/6 -How to Represent Images.vtt
13.43 KB
5 - Feedforward Artificial Neural Networks/7 -Color Mixing Clarification.mp4
4.85 MB
5 - Feedforward Artificial Neural Networks/7 -Color Mixing Clarification.vtt
1.01 KB
5 - Feedforward Artificial Neural Networks/8 -Code Preparation (ANN).mp4
66.07 MB
5 - Feedforward Artificial Neural Networks/8 -Code Preparation (ANN).vtt
17.9 KB
5 - Feedforward Artificial Neural Networks/9 -ANN for Image Classification.mp4
106.37 MB
5 - Feedforward Artificial Neural Networks/9 -ANN for Image Classification.vtt
19.81 KB
6 - Convolutional Neural Networks/1 -What is Convolution (part 1).mp4
79.71 MB
6 - Convolutional Neural Networks/1 -What is Convolution (part 1).vtt
18.36 KB
6 - Convolutional Neural Networks/10 -CNN for CIFAR-10.mp4
55.28 MB
6 - Convolutional Neural Networks/10 -CNN for CIFAR-10.vtt
7.86 KB
6 - Convolutional Neural Networks/11 -Data Augmentation.mp4
44.44 MB
6 - Convolutional Neural Networks/11 -Data Augmentation.vtt
10.98 KB
6 - Convolutional Neural Networks/12 -Batch Normalization.mp4
23.41 MB
6 - Convolutional Neural Networks/12 -Batch Normalization.vtt
5.81 KB
6 - Convolutional Neural Networks/13 -Improving CIFAR-10 Results.mp4
75.68 MB
6 - Convolutional Neural Networks/13 -Improving CIFAR-10 Results.vtt
11.19 KB
6 - Convolutional Neural Networks/2 -What is Convolution (part 2).mp4
24.06 MB
6 - Convolutional Neural Networks/2 -What is Convolution (part 2).vtt
6.35 KB
6 - Convolutional Neural Networks/3 -What is Convolution (part 3).mp4
29.81 MB
6 - Convolutional Neural Networks/3 -What is Convolution (part 3).vtt
7.05 KB
6 - Convolutional Neural Networks/4 -Convolution on Color Images.mp4
75.65 MB
6 - Convolutional Neural Networks/4 -Convolution on Color Images.vtt
18.33 KB
6 - Convolutional Neural Networks/5 -CNN Architecture.mp4
89.46 MB
6 - Convolutional Neural Networks/5 -CNN Architecture.vtt
24.29 KB
6 - Convolutional Neural Networks/6 -CNN Code Preparation (part 1).mp4
79.91 MB
6 - Convolutional Neural Networks/6 -CNN Code Preparation (part 1).vtt
21.46 KB
6 - Convolutional Neural Networks/7 -CNN Code Preparation (part 2).mp4
36.67 MB
6 - Convolutional Neural Networks/7 -CNN Code Preparation (part 2).vtt
9.27 KB
6 - Convolutional Neural Networks/8 -CNN Code Preparation (part 3).mp4
33.65 MB
6 - Convolutional Neural Networks/8 -CNN Code Preparation (part 3).vtt
6.25 KB
6 - Convolutional Neural Networks/9 -CNN for Fashion MNIST.mp4
73.75 MB
6 - Convolutional Neural Networks/9 -CNN for Fashion MNIST.vtt
11.77 KB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/1 -Sequence Data.mp4
114.18 MB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/1 -Sequence Data.vtt
25.78 KB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/10 -GRU and LSTM (pt 2).mp4
50.41 MB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/10 -GRU and LSTM (pt 2).vtt
13.11 KB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/11 -A More Challenging Sequence.mp4
87.18 MB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/11 -A More Challenging Sequence.vtt
9.27 KB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/12 -RNN for Image Classification (Theory).mp4
32.24 MB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/12 -RNN for Image Classification (Theory).vtt
5.22 KB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/13 -RNN for Image Classification (Code).mp4
20.48 MB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/13 -RNN for Image Classification (Code).vtt
2.86 KB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/14 -Stock Return Predictions using LSTMs (pt 1).mp4
77.75 MB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/14 -Stock Return Predictions using LSTMs (pt 1).vtt
13.92 KB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/15 -Stock Return Predictions using LSTMs (pt 2).mp4
43.24 MB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/15 -Stock Return Predictions using LSTMs (pt 2).vtt
5.98 KB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/16 -Stock Return Predictions using LSTMs (pt 3).mp4
71.1 MB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/16 -Stock Return Predictions using LSTMs (pt 3).vtt
12.6 KB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/17 -Other Ways to Forecast.mp4
28.29 MB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/17 -Other Ways to Forecast.vtt
6.32 KB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/2 -Forecasting.mp4
48.39 MB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/2 -Forecasting.vtt
12.09 KB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/3 -Autoregressive Linear Model for Time Series Prediction.mp4
81.23 MB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/3 -Autoregressive Linear Model for Time Series Prediction.vtt
12.77 KB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/4 -Proof that the Linear Model Works.mp4
17.83 MB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/4 -Proof that the Linear Model Works.vtt
4.02 KB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/5 -Recurrent Neural Networks.mp4
92.6 MB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/5 -Recurrent Neural Networks.vtt
22.35 KB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/6 -RNN Code Preparation.mp4
55.26 MB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/6 -RNN Code Preparation.vtt
15.55 KB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/7 -RNN for Time Series Prediction.mp4
71.73 MB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/7 -RNN for Time Series Prediction.vtt
8.65 KB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/8 -Paying Attention to Shapes.mp4
56.32 MB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/8 -Paying Attention to Shapes.vtt
9.63 KB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/9 -GRU and LSTM (pt 1).mp4
79.78 MB
7 - Recurrent Neural Networks, Time Series, and Sequence Data/9 -GRU and LSTM (pt 1).vtt
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8 - Natural Language Processing (NLP)/1 -Embeddings.mp4
59.91 MB
8 - Natural Language Processing (NLP)/1 -Embeddings.vtt
14.07 KB
8 - Natural Language Processing (NLP)/10 -(Legacy) VIP Making Predictions with a Trained NLP Model.mp4
48.81 MB
8 - Natural Language Processing (NLP)/10 -(Legacy) VIP Making Predictions with a Trained NLP Model.vtt
8.03 KB
8 - Natural Language Processing (NLP)/11 -VIP Making Predictions with a Trained NLP Model (V2).mp4
25.46 MB
8 - Natural Language Processing (NLP)/11 -VIP Making Predictions with a Trained NLP Model (V2).vtt
4.71 KB
8 - Natural Language Processing (NLP)/2 -Neural Networks with Embeddings.mp4
15.6 MB
8 - Natural Language Processing (NLP)/2 -Neural Networks with Embeddings.vtt
4 KB
8 - Natural Language Processing (NLP)/3 -Text Preprocessing Concepts.mp4
52.3 MB
8 - Natural Language Processing (NLP)/3 -Text Preprocessing Concepts.vtt
15.65 KB
8 - Natural Language Processing (NLP)/4 -Beginner Blues - PyTorch NLP Version.mp4
64.1 MB
8 - Natural Language Processing (NLP)/4 -Beginner Blues - PyTorch NLP Version.vtt
12.78 KB
8 - Natural Language Processing (NLP)/4 -Why bad programmers always need the latest version.url
51 B
8 - Natural Language Processing (NLP)/5 -(Legacy) Text Preprocessing Code Preparation.mp4
44.34 MB
8 - Natural Language Processing (NLP)/5 -(Legacy) Text Preprocessing Code Preparation.vtt
13.48 KB
8 - Natural Language Processing (NLP)/6 -(Legacy) Text Preprocessing Code Example.mp4
47.78 MB
8 - Natural Language Processing (NLP)/6 -(Legacy) Text Preprocessing Code Example.vtt
8.23 KB
8 - Natural Language Processing (NLP)/7 -Text Classification with LSTMs (V2).mp4
117.18 MB
8 - Natural Language Processing (NLP)/7 -Text Classification with LSTMs (V2).vtt
17.92 KB
8 - Natural Language Processing (NLP)/8 -CNNs for Text.mp4
58.4 MB
8 - Natural Language Processing (NLP)/8 -CNNs for Text.vtt
13.85 KB
8 - Natural Language Processing (NLP)/9 -Text Classification with CNNs (V2).mp4
54.46 MB
8 - Natural Language Processing (NLP)/9 -Text Classification with CNNs (V2).vtt
6.22 KB
9 - Recommender Systems/1 -Recommender Systems with Deep Learning Theory.mp4
64.74 MB
9 - Recommender Systems/1 -Recommender Systems with Deep Learning Theory.vtt
11.95 KB
9 - Recommender Systems/2 -Recommender Systems with Deep Learning Code Preparation.mp4
40.07 MB
9 - Recommender Systems/2 -Recommender Systems with Deep Learning Code Preparation.vtt
11.11 KB
9 - Recommender Systems/3 -Recommender Systems with Deep Learning Code (pt 1).mp4
69.53 MB
9 - Recommender Systems/3 -Recommender Systems with Deep Learning Code (pt 1).vtt
9.6 KB
9 - Recommender Systems/4 -Recommender Systems with Deep Learning Code (pt 2).mp4
76.79 MB
9 - Recommender Systems/4 -Recommender Systems with Deep Learning Code (pt 2).vtt
15.25 KB
9 - Recommender Systems/5 -VIP Making Predictions with a Trained Recommender Model.mp4
32.7 MB
9 - Recommender Systems/5 -VIP Making Predictions with a Trained Recommender Model.vtt
5.29 KB
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