Deep Learning from Scratch

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Computers - Artificial Intelligence (AI)
Deep Learning from Scratch

Deep Learning from Scratch

Name: Deep Learning from Scratch
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.

Categories:

Computers - Artificial Intelligence (AI)

Content Type:

Books

Year:

2019

Edition:

1 / converted

Publisher:

O'Reilly Media

Language:

english