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Deep Learning Progress

Here I plan to upload all the resources, projects, and experiments that have helped me explore deep learning.

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MNIST from scratch

This project involves implementing a neural network from scratch to classify handwritten digits from the MNIST dataset. The goal is to understand the fundamentals of neural networks without relying on deep learning frameworks.

Video Source: https://youtu.be/w8yWXqWQYmU?si=Ro2xzMouw-PlRDeZ

Learning Pytorch

This project contains various scripts and notebooks to learn and experiment with PyTorch, a popular deep learning framework. It includes tutorials, example models, and practical applications.

Video Source: https://youtu.be/Z_ikDlimN6A?si=BCu-G5sTNu3IJg7F

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