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Deep Learning ANN in PyTorch Full Project | From Setup to Training & Evaluation | FashionMNIST

FashionMNIST is a widely used image dataset containing 70,000 grayscale images of fashion products like t-shirts, sneakers, and bags. It serves as a benchmark dataset for building and testing deep learning models, especially for beginners learning ANN in PyTorch.
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💻 Source Code & Notebooks:
https://github.com/edumentordeepti/For-Youtubers
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⏱️Chapter/TimeStamp⏱️
00:00 - intro
01:31 - how to install PyTorch?
03:08 - how to import torch libraries?
04:09 - how to check device type in PyTorch?
05:19 - how to load dataset?
07:27 - how to load data for FashionMNIST?
09:47 - how to create column data?
12:12 - how to create neural network with PyTorch?
18:27 - how to create loss and optimizers?
19:20 - how to train neural network?
23:00 - how to evaluate model in deep network?
26:19 - how to check images using labels?
28:20 - outro
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This video is created for educational purposes only. We do not own any copyrights, all code, resources shared are for learning only and all rights go to their respective owners. Please respect licenses and terms of use when implementing in your projects. The usage is non-commercial and we do not make any profit from it. The sole purpose of this vides is to Learn & Grow... together in the field of Artificial Intelligence and Machine Learning..

Видео Deep Learning ANN in PyTorch Full Project | From Setup to Training & Evaluation | FashionMNIST канала EduMentor Deepti
ANN deep learning project deep learning for real estate ANN end-to-end project artificial neural networks for prediction end-to-end ANN tutorial fashion mnist dataset ann using fashion mnist dataset edumentor deepti deepti ann deep learning ann deep learning edumentor deepti mam cnn fasion mnist dataset machine learning deeplearning deep learning end to end project deep learning mnist dataset deep learning mnist fashion mnist tensorflow pytorch projects
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1 мая 2026 г. 17:30:15
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