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[Tutorialsplanet NET] Udemy - PyTorch Deep Learning and Artificial Intelligence

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Title: UdemyGroup: NOGRPSource: Udemy
Info Hash
5553F1E5099AC69838AF28DC223A4AFB557CB477
Source
Unverified
Total Size
7.34 GB
Total Files
100
Seeders
0
Leechers
2
Health
Score
2
Type
Bookware

File List

FileSize
1. Introduction/1. Welcome.mp435.72 MB
1. Introduction/1. Welcome.vtt5.04 KB
1. Introduction/2. Overview and Outline.mp479.67 MB
1. Introduction/2. Overview and Outline.vtt15.68 KB
1. Introduction/3. Where to get the Code.mp429.46 MB
1. Introduction/3. Where to get the Code.vtt6.79 KB
1. Introduction/3.1 Github Link.html120 B
1. Introduction/[Tutorialsplanet.NET].url128 B
10. GANs (Generative Adversarial Networks)/1. GAN Theory.mp492.11 MB
10. GANs (Generative Adversarial Networks)/1. GAN Theory.vtt18.41 KB
10. GANs (Generative Adversarial Networks)/2. GAN Code Preparation.mp428.08 MB
10. GANs (Generative Adversarial Networks)/2. GAN Code Preparation.vtt7.45 KB
10. GANs (Generative Adversarial Networks)/3. GAN Code.mp461.37 MB
10. GANs (Generative Adversarial Networks)/3. GAN Code.vtt9.38 KB
10. GANs (Generative Adversarial Networks)/4. Exercise DCGAN (Deep Convolutional GAN).mp415.31 MB
10. GANs (Generative Adversarial Networks)/4. Exercise DCGAN (Deep Convolutional GAN).vtt3.09 KB
10. GANs (Generative Adversarial Networks)/[Tutorialsplanet.NET].url128 B
11. Deep Reinforcement Learning (Theory)/1. Deep Reinforcement Learning Section Introduction.mp440.66 MB
11. Deep Reinforcement Learning (Theory)/1. Deep Reinforcement Learning Section Introduction.vtt7.49 KB
11. Deep Reinforcement Learning (Theory)/10. Epsilon-Greedy.mp441.46 MB
11. Deep Reinforcement Learning (Theory)/10. Epsilon-Greedy.vtt6.54 KB
11. Deep Reinforcement Learning (Theory)/11. Q-Learning.mp466.78 MB
11. Deep Reinforcement Learning (Theory)/11. Q-Learning.vtt15.63 KB
11. Deep Reinforcement Learning (Theory)/12. Deep Q-Learning DQN (pt 1).mp460.24 MB
11. Deep Reinforcement Learning (Theory)/12. Deep Q-Learning DQN (pt 1).vtt14.4 KB
11. Deep Reinforcement Learning (Theory)/13. Deep Q-Learning DQN (pt 2).mp452.22 MB
11. Deep Reinforcement Learning (Theory)/13. Deep Q-Learning DQN (pt 2).vtt11.58 KB
11. Deep Reinforcement Learning (Theory)/14. How to Learn Reinforcement Learning.mp440.25 MB
11. Deep Reinforcement Learning (Theory)/14. How to Learn Reinforcement Learning.vtt6.72 KB
11. Deep Reinforcement Learning (Theory)/2. Elements of a Reinforcement Learning Problem.mp4104.93 MB
11. Deep Reinforcement Learning (Theory)/2. Elements of a Reinforcement Learning Problem.vtt22.88 KB
11. Deep Reinforcement Learning (Theory)/3. States, Actions, Rewards, Policies.mp444.13 MB
11. Deep Reinforcement Learning (Theory)/3. States, Actions, Rewards, Policies.vtt10 KB
11. Deep Reinforcement Learning (Theory)/4. Markov Decision Processes (MDPs).mp450.51 MB
11. Deep Reinforcement Learning (Theory)/4. Markov Decision Processes (MDPs).vtt11.19 KB
11. Deep Reinforcement Learning (Theory)/5. The Return.mp423.42 MB
11. Deep Reinforcement Learning (Theory)/5. The Return.vtt5.48 KB
11. Deep Reinforcement Learning (Theory)/6. Value Functions and the Bellman Equation.mp447.72 MB
11. Deep Reinforcement Learning (Theory)/6. Value Functions and the Bellman Equation.vtt10.91 KB
11. Deep Reinforcement Learning (Theory)/7. What does it mean to “learn”.mp431.67 MB
11. Deep Reinforcement Learning (Theory)/7. What does it mean to “learn”.vtt7.82 KB
11. Deep Reinforcement Learning (Theory)/8. Solving the Bellman Equation with Reinforcement Learning (pt 1).mp442.92 MB
11. Deep Reinforcement Learning (Theory)/8. Solving the Bellman Equation with Reinforcement Learning (pt 1).vtt10.91 KB
11. Deep Reinforcement Learning (Theory)/9. Solving the Bellman Equation with Reinforcement Learning (pt 2).mp457.02 MB
11. Deep Reinforcement Learning (Theory)/9. Solving the Bellman Equation with Reinforcement Learning (pt 2).vtt13.04 KB
12. Stock Trading Project with Deep Reinforcement Learning/1. Reinforcement Learning Stock Trader Introduction.mp428.82 MB
12. Stock Trading Project with Deep Reinforcement Learning/1. Reinforcement Learning Stock Trader Introduction.vtt5.99 KB
12. Stock Trading Project with Deep Reinforcement Learning/10. Exercise Personalized Stock Trading Bot.mp47.86 MB
12. Stock Trading Project with Deep Reinforcement Learning/10. Exercise Personalized Stock Trading Bot.vtt1.97 KB
12. Stock Trading Project with Deep Reinforcement Learning/2. Data and Environment.mp455.69 MB
12. Stock Trading Project with Deep Reinforcement Learning/2. Data and Environment.vtt13.77 KB
12. Stock Trading Project with Deep Reinforcement Learning/3. Replay Buffer.mp424.97 MB
12. Stock Trading Project with Deep Reinforcement Learning/3. Replay Buffer.vtt6.09 KB
12. Stock Trading Project with Deep Reinforcement Learning/4. Program Design and Layout.mp426.87 MB
12. Stock Trading Project with Deep Reinforcement Learning/4. Program Design and Layout.vtt7.62 KB
12. Stock Trading Project with Deep Reinforcement Learning/5. Code pt 1.mp466.33 MB
12. Stock Trading Project with Deep Reinforcement Learning/5. Code pt 1.vtt10.59 KB
12. Stock Trading Project with Deep Reinforcement Learning/6. Code pt 2.mp469.98 MB
12. Stock Trading Project with Deep Reinforcement Learning/6. Code pt 2.vtt10.3 KB
12. Stock Trading Project with Deep Reinforcement Learning/7. Code pt 3.mp458.59 MB
12. Stock Trading Project with Deep Reinforcement Learning/7. Code pt 3.vtt7.41 KB
12. Stock Trading Project with Deep Reinforcement Learning/8. Code pt 4.mp452.61 MB
12. Stock Trading Project with Deep Reinforcement Learning/8. Code pt 4.vtt7.36 KB
12. Stock Trading Project with Deep Reinforcement Learning/9. Reinforcement Learning Stock Trader Discussion.mp417.22 MB
12. Stock Trading Project with Deep Reinforcement Learning/9. Reinforcement Learning Stock Trader Discussion.vtt3.87 KB
13. VIP Uncertainty Estimation/1. Custom Loss and Estimating Prediction Uncertainty.mp443.55 MB
13. VIP Uncertainty Estimation/1. Custom Loss and Estimating Prediction Uncertainty.vtt11.25 KB
13. VIP Uncertainty Estimation/2. Estimating Prediction Uncertainty Code.mp442.75 MB
13. VIP Uncertainty Estimation/2. Estimating Prediction Uncertainty Code.vtt7.75 KB
14. VIP Facial Recognition/1. Facial Recognition Section Introduction.mp424.31 MB
14. VIP Facial Recognition/1. Facial Recognition Section Introduction.vtt4.02 KB
14. VIP Facial Recognition/10. Facial Recognition Section Summary.mp418.32 MB
14. VIP Facial Recognition/10. Facial Recognition Section Summary.vtt3.93 KB
14. VIP Facial Recognition/2. Siamese Networks.mp450.51 MB
14. VIP Facial Recognition/2. Siamese Networks.vtt11.21 KB
14. VIP Facial Recognition/3. Code Outline.mp423.85 MB
14. VIP Facial Recognition/3. Code Outline.vtt5.1 KB
14. VIP Facial Recognition/4. Loading in the data.mp435.06 MB
14. VIP Facial Recognition/4. Loading in the data.vtt6.05 KB
14. VIP Facial Recognition/5. Splitting the data into train and test.mp426.29 MB
14. VIP Facial Recognition/5. Splitting the data into train and test.vtt4.5 KB
14. VIP Facial Recognition/6. Converting the data into pairs.mp430.38 MB
14. VIP Facial Recognition/6. Converting the data into pairs.vtt5.13 KB
14. VIP Facial Recognition/7. Generating Generators.mp432.44 MB
14. VIP Facial Recognition/7. Generating Generators.vtt5.05 KB
14. VIP Facial Recognition/8. Creating the model and loss.mp429.38 MB
14. VIP Facial Recognition/8. Creating the model and loss.vtt4.69 KB
14. VIP Facial Recognition/9. Accuracy and imbalanced classes.mp451.1 MB
14. VIP Facial Recognition/9. Accuracy and imbalanced classes.vtt8.36 KB
15. In-Depth Loss Functions/1. Mean Squared Error.mp433.79 MB
15. In-Depth Loss Functions/1. Mean Squared Error.vtt9.86 KB
15. In-Depth Loss Functions/2. Binary Cross Entropy.mp423.69 MB
15. In-Depth Loss Functions/2. Binary Cross Entropy.vtt6.36 KB
15. In-Depth Loss Functions/3. Categorical Cross Entropy.mp431.74 MB
15. In-Depth Loss Functions/3. Categorical Cross Entropy.vtt8.45 KB
16. In-Depth Gradient Descent/1. Gradient Descent.mp434.9 MB
16. In-Depth Gradient Descent/1. Gradient Descent.vtt8.57 KB
16. In-Depth Gradient Descent/2. Stochastic Gradient Descent.mp422.99 MB
16. In-Depth Gradient Descent/2. Stochastic Gradient Descent.vtt4.76 KB
16. In-Depth Gradient Descent/3. Momentum.mp434.25 MB

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