Deep Learning from Scratch: Building With Python From First...

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Computers - Artificial Intelligence (AI)
Deep Learning from Scratch: Building...

Deep Learning from Scratch: Building With Python From First Principles

Name: Deep Learning from Scratch: Building With Python From First Principles
ISBN: 9781492041412

Seth Weidman

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With the reinvigoration of neural networks in the 2000s, deep learning is now paving the way for modern machine learning. This practical book provides a solid foundation in how deep learning works for data scientists and software engineers with a background in machine learning. Author Seth Weidman shows you how to implement multilayer neural networks, convolutional neural networks, and recurrent neural networks from scratch. Using these networks as building blocks, you'll learn how to build advanced architectures such as image captioning and Neural Turing machines (NTMs). You'll also explore the math behind the theories.

Kategorie:

Computers - Artificial Intelligence (AI)

Rok:

2019

Wydanie:

Wydawnictwo:

O'Reilly Media

Język:

english

Strony:

250

ISBN 10: