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Tutorialsplanet NET Udemy PyTorch Deep Learning and Artificial Intelligence

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

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Total Size

1.4 GB

Total Files

45

Last Seen

2025-07-19 01:00

Hash

1F8D82E4DE79B49323EEA74BB79F534C583C4858

/1. Introduction/

1. Welcome.mp4.!qB

37.5 MB

1. Welcome.vtt

5.2 KB

2. Overview and Outline.mp4.!qB

4.5 MB

/11. Deep Reinforcement Learning (Theory)/

11. Q-Learning.mp4.!qB

16.9 MB

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

54.8 MB

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

11.9 KB

14. How to Learn Reinforcement Learning.mp4.!qB

5.0 MB

2. Elements of a Reinforcement Learning Problem.mp4.!qB

88.7 MB

5. The Return.mp4.!qB

13.6 MB

/12. Stock Trading Project with Deep Reinforcement Learning/

2. Data and Environment.mp4.!qB

56.0 MB

7. Code pt 3.mp4.!qB

18.4 MB

/13. VIP Uncertainty Estimation/

1. Custom Loss and Estimating Prediction Uncertainty.mp4.!qB

45.7 MB

1. Custom Loss and Estimating Prediction Uncertainty.vtt

11.5 KB

2. Estimating Prediction Uncertainty Code.mp4.!qB

5.8 MB

/16. In-Depth Gradient Descent/

5. Adam (pt 1).mp4.!qB

57.9 MB

5. Adam (pt 1).vtt

15.0 KB

6. Adam (pt 2).mp4.!qB

1.7 MB

/18. Setting up your Environment (FAQ by Student Request)/

1. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4.!qB

158.0 MB

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

12.9 KB

2. Windows-Focused Environment Setup 2018.mp4.!qB

6.4 MB

3. Installing NVIDIA GPU-Accelerated Deep Learning Libraries on your Home Computer.mp4.!qB

175.5 MB

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

28.6 KB

/19. Extra Help With Python Coding for Beginners (FAQ by Student Request)/

1. How to Code Yourself (part 1).mp4.!qB

2.2 MB

/2. Google Colab/

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

62.4 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

0.0 KB

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

0.0 KB

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

30.2 MB

/3. Machine Learning and Neurons/

16. Train Sets vs. Validation Sets vs. Test Sets.mp4.!qB

44.5 MB

6. Moore's Law Notebook.mp4.!qB

68.1 MB

/5. Convolutional Neural Networks/

13. Improving CIFAR-10 Results.mp4.!qB

21.8 MB

5. CNN Architecture.mp4.!qB

72.9 MB

6. CNN Code Preparation (part 1).mp4.!qB

29.3 MB

9. CNN for Fashion MNIST.mp4.!qB

42.7 MB

/6. Recurrent Neural Networks, Time Series, and Sequence Data/

1. Sequence Data.mp4.!qB

40.1 MB

10. GRU and LSTM (pt 2).mp4.!qB

20.9 MB

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

33.8 MB

17. Other Ways to Forecast.mp4.!qB

14.6 MB

7. RNN for Time Series Prediction.mp4.!qB

34.6 MB

/7. Natural Language Processing (NLP)/

6. Text Classification with LSTMs.mp4.!qB

32.9 MB

9. VIP Making Predictions with a Trained NLP Model.mp4.!qB

51.2 MB

9. VIP Making Predictions with a Trained NLP Model.vtt

8.2 KB

[Tutorialsplanet.NET].url

0.1 KB

/8. Recommender Systems/

1. Recommender Systems with Deep Learning Theory.mp4.!qB

3.8 MB

2. Recommender Systems with Deep Learning Code Preparation.mp4.!qB

19.8 MB

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

72.6 MB

 

Total files 45


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