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TORRENT DETAILS
Udemy - PyTorch The Complete Guide 2022
TORRENT SUMMARY
Status:
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Language: English | Size: 3.81 GB | Duration: 9h 31m
Learn how to create state of the art neural networks for deep learning with Facebook's PyTorch Deep Learning library!
What you'll learn
Pandas
Pytorch
Numpy
Artificial Neural Networks (ANN)
Generative adversarial network (GAN)
Convolution Neural Network (CNN)
Recurrent Neural Network (RNN)
Google Colab .
Matplotlib.
Long Short Term Memory (LSTM)
Language Model
Reinforcement Learning
OpenAI Gym
Requirements
There will be no Prerequisites.
Basic knowledge of Python will be good.
But everything will be taught from the round up.
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Introduction/1. Course structure.mp4
9.5 MB
~Get Your Files Here !/1. Introduction/2. How To Make The Most Out Of This Course.mp4
8.2 MB
~Get Your Files Here !/1. Introduction/3. Important note on tool.mp4
5.1 MB
~Get Your Files Here !/1. Introduction/4. What is neuron.mp4
7.2 MB
~Get Your Files Here !/1. Introduction/5. What is Multilayer Neural Network.mp4
8.9 MB
~Get Your Files Here !/1. Introduction/6. Simple Neural Network with Pytorch Implementation Part 1.mp4
159 MB
~Get Your Files Here !/1. Introduction/6.2 Pytorch_introduction.ipynb
7.8 KB
~Get Your Files Here !/1. Introduction/7. Simple Neural Network with Pytorch Implementation Part 2.mp4
148.9 MB
~Get Your Files Here !/1. Introduction/7.1 Pytorch_introduction (1).ipynb
18.2 KB
~Get Your Files Here !/1. Introduction/8. Simple Neural Network with Pytorch Implementation Part 3.mp4
70.3 MB
~Get Your Files Here !/1. Introduction/8.1 Pytorch_introduction (2).ipynb
28.8 KB
~Get Your Files Here !/1. Introduction/pytorch_dataset/test.csv
363.5 KB
~Get Your Files Here !/1. Introduction/pytorch_dataset/train.csv
1.8 MB
~Get Your Files Here !/2. Image Processing with Pytorch/1. More Explanation about CNN.mp4
42 MB
~Get Your Files Here !/2. Image Processing with Pytorch/10. Project Time MNIST Implementation Part 6.mp4
145 MB
~Get Your Files Here !/2. Image Processing with Pytorch/10.1 Pytorch_CNN (2).ipynb
406.5 KB
~Get Your Files Here !/2. Image Processing with Pytorch/2. What is Convolution Neural Network.mp4
44.2 MB
~Get Your Files Here !/2. Image Processing with Pytorch/3. what is convolution layer.mp4
16.2 MB
~Get Your Files Here !/2. Image Processing with Pytorch/4. what is pooling layer.mp4
20.9 MB
~Get Your Files Here !/2. Image Processing with Pytorch/5. Project Time MNIST Implementation Part 1 Importing libraries and data.mp4
148.7 MB
~Get Your Files Here !/2. Image Processing with Pytorch/5.1 Pytorch_CNN.ipynb
65 KB
~Get Your Files Here !/2. Image Processing with Pytorch/6. Project Time MNIST Implementation Part 2.mp4
72.1 MB
~Get Your Files Here !/2. Image Processing with Pytorch/6.1 Copy_of_Pytorch_CNN.ipynb
250.5 KB
~Get Your Files Here !/2. Image Processing with Pytorch/7. Project Time MNIST Implementation Part 3.mp4
82.8 MB
~Get Your Files Here !/2. Image Processing with Pytorch/8. Project Time MNIST Implementation Part 4.mp4
51.4 MB
~Get Your Files Here !/2. Image Processing with Pytorch/8.1 Copy_of_Pytorch_CNN (1).ipynb
209.5 KB
~Get Your Files Here !/2. Image Processing with Pytorch/9. Project Time MNIST Implementation Part 5.mp4
131.5 MB
~Get Your Files Here !/2. Image Processing with Pytorch/9.1 Pytorch_CNN (1).ipynb
355.1 KB
~Get Your Files Here !/3. GAN with Pytorch/1. Introduction.mp4
172.3 MB
~Get Your Files Here !/3. GAN with Pytorch/1.1 GAN.ipynb
4.3 KB
~Get Your Files Here !/3. GAN with Pytorch/2. GAN Project Importing libraries and datas.mp4
68.9 MB
~Get Your Files Here !/3. GAN with Pytorch/2.1 GAN (1).ipynb
7.1 KB
~Get Your Files Here !/3. GAN with Pytorch/3. GAN Project Generator Construction.mp4
99 MB
~Get Your Files Here !/3. GAN with Pytorch/3.1 GAN (3).ipynb
12.7 KB
~Get Your Files Here !/3. GAN with Pytorch/4. GAN Project Discriminator Construction.mp4
110.9 MB
~Get Your Files Here !/3. GAN with Pytorch/4.1 GAN (4).ipynb
17.3 KB
~Get Your Files Here !/3. GAN with Pytorch/5. GAN Project Defining optimizer and loss.mp4
33.3 MB
~Get Your Files Here !/3. GAN with Pytorch/5.1 GAN (5).ipynb
18.1 KB
~Get Your Files Here !/3. GAN with Pytorch/6. GAN Project Fully Connected Network and results.mp4
130.3 MB
~Get Your Files Here !/3. GAN with Pytorch/6.1 GAN (7).ipynb
28.9 KB
~Get Your Files Here !/4. NLP with Pytorch/1. Introduction to Recurrent Neural Network.mp4
59.4 MB
~Get Your Files Here !/4. NLP with Pytorch/1.1 Introduction_to_Recurrent_Neural_Network.ipynb
1.9 KB
~Get Your Files Here !/4. NLP with Pytorch/10. Language Model Implementation Part 1 (Explanation).mp4
89.7 MB
~Get Your Files Here !/4. NLP with Pytorch/10.1 Language_Model (1).ipynb
7.2 KB
~Get Your Files Here !/4. NLP with Pytorch/11. Language Model Implementation Part 2 with detailed Explanation.mp4
73.9 MB
~Get Your Files Here !/4. NLP with Pytorch/11.1 Language_Model (2).ipynb
9.1 KB
~Get Your Files Here !/4. NLP with Pytorch/12. Language Model Implementation Part 3 with detailed Explanation.mp4
66.7 MB
~Get Your Files Here !/4. NLP with Pytorch/12.1 Language_Model (3).ipynb
11.1 KB
~Get Your Files Here !/4. NLP with Pytorch/13. Language Model Implementation final Part.mp4
64.4 MB
~Get Your Files Here !/4. NLP with Pytorch/13.1 Language_Model (4).ipynb
30.2 KB
~Get Your Files Here !/4. NLP with Pytorch/14. Language Model Implementation final Part (Explaination).mp4
44.9 MB
~Get Your Files Here !/4. NLP with Pytorch/14.1 Language_Model (5).ipynb
31.7 KB
~Get Your Files Here !/4. NLP with Pytorch/2. Recurrent Neural Network Implementation Part 1.mp4
91.3 MB
~Get Your Files Here !/4. NLP with Pytorch/2.1 Introduction_to_Recurrent_Neural_Network (1).ipynb
60.5 KB
~Get Your Files Here !/4. NLP with Pytorch/3. Recurrent Neural Network Part 1 Explanation.mp4
157.8 MB
~Get Your Files Here !/4. NLP with Pytorch/3.1 Introduction_to_Recurrent_Neural_Network (2).ipynb
8.8 KB
~Get Your Files Here !/4. NLP with Pytorch/4. Recurrent Neural Network Implementation Part 2.mp4
91.1 MB
~Get Your Files Here !/4. NLP with Pytorch/5. Recurrent Neural Network Part 2 Explanation.mp4
68.7 MB
~Get Your Files Here !/4. NLP with Pytorch/5.1 Introduction_to_Recurrent_Neural_Network (4).ipynb
17.9 KB
~Get Your Files Here !/4. NLP with Pytorch/6. Introduction to Long short term Memory.mp4
63.6 MB
~Get Your Files Here !/4. NLP with Pytorch/6.1 Introduction_to_Long_Short_term_memory_Networks.ipynb
2.5 KB
~Get Your Files Here !/4. NLP with Pytorch/7. LSTMs Implementation Part 1.mp4
52.6 MB
~Get Your Files Here !/4. NLP with Pytorch/7.1 Introduction_to_Long_Short_term_memory_Networks (1).ipynb
7.3 KB
~Get Your Files Here !/4. NLP with Pytorch/8. LSTMs Implementation Part 1 Explanation and final implementation.mp4
88 MB
~Get Your Files Here !/4. NLP with Pytorch/8.1 Introduction_to_Long_Short_term_memory_Networks (2).ipynb
10.3 KB
~Get Your Files Here !/4. NLP with Pytorch/9. Language Model Implementation Part 1.mp4
93.2 MB
~Get Your Files Here !/4. NLP with Pytorch/9.1 Language_Model.ipynb
5.2 KB
~Get Your Files Here !/4. NLP with Pytorch/9.2 warandpeace.txt
3.2 MB
~Get Your Files Here !/5. Reinforcement with Pytorch/1. What is Reinforcement Learning and Why we need Reinforcement Learning.mp4
38.7 MB
~Get Your Files Here !/5. Reinforcement with Pytorch/10. Keras DQN.mp4
35.4 MB
~Get Your Files Here !/5. Reinforcement with Pytorch/11. Cart Pole Implementation Part 1.mp4
38.1 MB
~Get Your Files Here !/5. Reinforcement with Pytorch/12. Cart Pole Implementation Part 2.mp4
96.2 MB
~Get Your Files Here !/5. Reinforcement with Pytorch/13. Cart Pole Implementation Part 3.mp4
40 MB
~Get Your Files Here !/5. Reinforcement with Pytorch/14. Cart Pole Implementation Final Part.mp4
12.8 MB
~Get Your Files Here !/5. Reinforcement with Pytorch/14.1 Cart_Pole.py
1.6 KB
~Get Your Files Here !/5. Reinforcement with Pytorch/15. Developing hill climbing part 1.mp4
18.6 MB
~Get Your Files Here !/5. Reinforcement with Pytorch/16. Developing hill climbing part 2.mp4
92.8 MB
~Get Your Files Here !/5. Reinforcement with Pytorch/17. Developing hill climbing part 3.mp4
53.3 MB
~Get Your Files Here !/5. Reinforcement with Pytorch/18. Developing hill climbing final Part.mp4
49.2 MB
~Get Your Files Here !/5. Reinforcement with Pytorch/18.1 hill_climbing.py
2.9 KB
~Get Your Files Here !/5. Reinforcement with Pytorch/2. Introduction to Reward.mp4
64.8 MB
~Get Your Files Here !/5. Reinforcement with Pytorch/3. Introduction to the agent, environment, action and observation.mp4
101 MB
~Get Your Files Here !/5. Reinforcement with Pytorch/4. How to set up the environment.mp4
34.8 MB
~Get Your Files Here !/5. Reinforcement with Pytorch/5. Introduction to OpenAI Gym.mp4
27.6 MB
~Get Your Files Here !/5. Reinforcement with Pytorch/6. Introduction to Robot Control and three laws of Robotics.mp4
54.9 MB
~Get Your Files Here !/5. Reinforcement with Pytorch/7. Short robotics timeline and Automatic control.mp4
69.9 MB
~Get Your Files Here !/5. Reinforcement with Pytorch/8. Reinforcement learning basics and Agent-environment interface.mp4
72.7 MB
~Get Your Files Here !/5. Reinforcement with Pytorch/9. Reinforcement Learning Algorithm.mp4
90.2 MB
~Get Your Files Here !/6. Thank you/1. Thank you.mp4
