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

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File Name
Size
1. Introduction/1. Welcome.mp4.!qB
36 MB
1. Introduction/1. Welcome.vtt
5.0 kB
1. Introduction/2. Overview and Outline.mp4.!qB
4.3 MB
11. Deep Reinforcement Learning (Theory)/11. Q-Learning.mp4.!qB
16 MB
11. Deep Reinforcement Learning (Theory)/13. Deep Q-Learning DQN (pt 2).mp4.!qB
52 MB
11. Deep Reinforcement Learning (Theory)/13. Deep Q-Learning DQN (pt 2).vtt
12 kB
11. Deep Reinforcement Learning (Theory)/14. How to Learn Reinforcement Learning.mp4.!qB
4.8 MB
11. Deep Reinforcement Learning (Theory)/2. Elements of a Reinforcement Learning Problem.mp4.!qB
85 MB
11. Deep Reinforcement Learning (Theory)/5. The Return.mp4.!qB
13 MB
12. Stock Trading Project with Deep Reinforcement Learning/2. Data and Environment.mp4.!qB
53 MB
12. Stock Trading Project with Deep Reinforcement Learning/7. Code pt 3.mp4.!qB
18 MB
13. VIP Uncertainty Estimation/1. Custom Loss and Estimating Prediction Uncertainty.mp4.!qB
44 MB
13. VIP Uncertainty Estimation/1. Custom Loss and Estimating Prediction Uncertainty.vtt
11 kB
13. VIP Uncertainty Estimation/2. Estimating Prediction Uncertainty Code.mp4.!qB
5.5 MB
16. In-Depth Gradient Descent/5. Adam (pt 1).mp4.!qB
55 MB
16. In-Depth Gradient Descent/5. Adam (pt 1).vtt
15 kB
16. In-Depth Gradient Descent/6. Adam (pt 2).mp4.!qB
1.6 MB
18. Setting up your Environment (FAQ by Student Request)/1. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4.!qB
151 MB
18. Setting up your Environment (FAQ by Student Request)/1. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.vtt
13 kB
18. Setting up your Environment (FAQ by Student Request)/2. Windows-Focused Environment Setup 2018.mp4.!qB
6.1 MB
18. Setting up your Environment (FAQ by Student Request)/3. Installing NVIDIA GPU-Accelerated Deep Learning Libraries on your Home Computer.mp4.!qB
167 MB
18. Setting up your Environment (FAQ by Student Request)/3. Installing NVIDIA GPU-Accelerated Deep Learning Libraries on your Home Computer.vtt
28 kB
19. Extra Help With Python Coding for Beginners (FAQ by Student Request)/1. How to Code Yourself (part 1).mp4.!qB
2.1 MB
2. Google Colab/1. Intro to Google Colab, how to use a GPU or TPU for free.mp4.!qB
60 MB
20. 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
0 B
20. 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
0 B
20. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/3. Machine Learning and AI Prerequisite Roadmap (pt 1).mp4.!qB
29 MB
3. Machine Learning and Neurons/16. Train Sets vs. Validation Sets vs. Test Sets.mp4.!qB
42 MB
3. Machine Learning and Neurons/6. Moore's Law Notebook.mp4.!qB
65 MB
5. Convolutional Neural Networks/13. Improving CIFAR-10 Results.mp4.!qB
21 MB
5. Convolutional Neural Networks/5. CNN Architecture.mp4.!qB
70 MB
5. Convolutional Neural Networks/6. CNN Code Preparation (part 1).mp4.!qB
28 MB
5. Convolutional Neural Networks/9. CNN for Fashion MNIST.mp4.!qB
41 MB
6. Recurrent Neural Networks, Time Series, and Sequence Data/1. Sequence Data.mp4.!qB
38 MB
6. Recurrent Neural Networks, Time Series, and Sequence Data/10. GRU and LSTM (pt 2).mp4.!qB
20 MB
6. Recurrent Neural Networks, Time Series, and Sequence Data/15. Stock Return Predictions using LSTMs (pt 2).mp4.!qB
32 MB
6. Recurrent Neural Networks, Time Series, and Sequence Data/17. Other Ways to Forecast.mp4.!qB
14 MB
6. Recurrent Neural Networks, Time Series, and Sequence Data/7. RNN for Time Series Prediction.mp4.!qB
33 MB
7. Natural Language Processing (NLP)/6. Text Classification with LSTMs.mp4.!qB
31 MB
7. Natural Language Processing (NLP)/9. VIP Making Predictions with a Trained NLP Model.mp4.!qB
49 MB
7. Natural Language Processing (NLP)/9. VIP Making Predictions with a Trained NLP Model.vtt
8.0 kB
7. Natural Language Processing (NLP)/[Tutorialsplanet.NET].url
128 B
8. Recommender Systems/1. Recommender Systems with Deep Learning Theory.mp4.!qB
3.6 MB
8. Recommender Systems/2. Recommender Systems with Deep Learning Code Preparation.mp4.!qB
19 MB
8. Recommender Systems/4. Recommender Systems with Deep Learning Code (pt 2).mp4.!qB
69 MB