Deep Learning from Scratch: Building with Python from First Principles
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Deep Learning from Scratch: Building with Python from First Principles

by Seth Weidman

Machine Learning Python Deep Learning Neural Networks
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Learn deep learning fundamentals by building neural networks from scratch in Python, focusing on clear explanations and hands-on implementation without relying on high-level libraries.

About This Book

Deep Learning from Scratch introduces core concepts of neural networks using only Python and basic mathematics.

Readers build models from the ground up, gaining insight into how each component functions.

The book emphasizes understanding over abstraction, making advanced topics accessible.

Topics progress logically from simple linear models to full neural network architectures.

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I will be using this book for: