Deep Learning With PyTorch - Full Course
In this course you learn all the fundamentals to get started with PyTorch and Deep Learning.
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Get my Free NumPy Handbook:
https://www.python-engineer.com/numpybook
If you enjoyed this video, please subscribe to the channel: https://www.youtube.com/channel/UCbXgNpp0jedKWcQiULLbDTA?sub_confirmation=1
Code: https://github.com/python-engineer/pytorchTutorial
Playlist with single videos: https://www.youtube.com/watch?v=EMXfZB8FVUA&list=PLqnslRFeH2UrcDBWF5mfPGpqQDSta6VK4
~~~~~~~~~~~~~~~ CONNECT ~~~~~~~~~~~~~~~
🖥️ Website: https://www.python-engineer.com
🐦 Twitter - https://twitter.com/python_engineer
📸 Instagram - https://www.instagram.com/patloeber
🦾 Discord: https://discord.gg/FHMg9tKFSN
💻 GitHub: https://github.com/python-engineer
~~~~~~~~~~~~~~ SUPPORT ME ~~~~~~~~~~~~~~
🅿 Patreon - https://www.patreon.com/patrickloeber
#Python #PyTorch
Timeline:
00:00 - Intro
01:42 - 1 Installation
07:30 - 2 Tensor Basics
26:02 - 3 Autograd
42:00 - 4 Backpropagation
55:18 - 5 Gradient Descent
1:12:53 - 6 Training Pipeline
1:27:14 - 7 Linear Regression
1:39:30 - 8 Logistic Regression
1:57:56 - 9 Dataset and Dataloader
2:13:28 - 10 Dataset Transforms
2:24:14 - 11 Softmax and Crossentropy
2:42:36 - 12 Activation Functions
2:52:40 - 13 Feed Forward Net
3:14:18 - 14 CNN
3:36:30 - 15 Transfer Learning
3:51:30 - 16 Tensorboard
4:17:14 - 17 Save & Load Models
----------------------------------------------------------------------------------------------------------
* This is a sponsored link. By clicking on it you will not have any additional costs, instead you will support me and my project. Thank you so much for the support! 🙏
Видео Deep Learning With PyTorch - Full Course канала Python Engineer
⭐ Check out Tabnine, the FREE AI-powered code completion tool I use to help me code faster: https://www.tabnine.com/?utm_source=youtube.com&utm_campaign=PythonEngineer *
Get my Free NumPy Handbook:
https://www.python-engineer.com/numpybook
If you enjoyed this video, please subscribe to the channel: https://www.youtube.com/channel/UCbXgNpp0jedKWcQiULLbDTA?sub_confirmation=1
Code: https://github.com/python-engineer/pytorchTutorial
Playlist with single videos: https://www.youtube.com/watch?v=EMXfZB8FVUA&list=PLqnslRFeH2UrcDBWF5mfPGpqQDSta6VK4
~~~~~~~~~~~~~~~ CONNECT ~~~~~~~~~~~~~~~
🖥️ Website: https://www.python-engineer.com
🐦 Twitter - https://twitter.com/python_engineer
📸 Instagram - https://www.instagram.com/patloeber
🦾 Discord: https://discord.gg/FHMg9tKFSN
💻 GitHub: https://github.com/python-engineer
~~~~~~~~~~~~~~ SUPPORT ME ~~~~~~~~~~~~~~
🅿 Patreon - https://www.patreon.com/patrickloeber
#Python #PyTorch
Timeline:
00:00 - Intro
01:42 - 1 Installation
07:30 - 2 Tensor Basics
26:02 - 3 Autograd
42:00 - 4 Backpropagation
55:18 - 5 Gradient Descent
1:12:53 - 6 Training Pipeline
1:27:14 - 7 Linear Regression
1:39:30 - 8 Logistic Regression
1:57:56 - 9 Dataset and Dataloader
2:13:28 - 10 Dataset Transforms
2:24:14 - 11 Softmax and Crossentropy
2:42:36 - 12 Activation Functions
2:52:40 - 13 Feed Forward Net
3:14:18 - 14 CNN
3:36:30 - 15 Transfer Learning
3:51:30 - 16 Tensorboard
4:17:14 - 17 Save & Load Models
----------------------------------------------------------------------------------------------------------
* This is a sponsored link. By clicking on it you will not have any additional costs, instead you will support me and my project. Thank you so much for the support! 🙏
Видео Deep Learning With PyTorch - Full Course канала Python Engineer
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