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Introduction to Deep Learning and Neural Networks with Python(tm): A Practical Guide

Introduction to Deep Learning and Neural Networks with Python(tm): A Practical Guide

Paperback

Medical ReferenceGeneral Science

ISBN10: 0323909337
ISBN13: 9780323909334
Publisher: Academic Press
Published: Nov 26 2020
Pages: 300
Weight: 0.89
Height: 0.63 Width: 6.00 Depth: 9.00
Language: English
Introduction to Deep Learning and Neural Networks with Python(TM) A Practical Guide is an intensive step-by-step guide for neuroscientists to fully understand, practice, and build neural networks. Providing math and Python(TM) code examples to clarify neural network calculations, by book's end readers will fully understand how neural networks work starting from the simplest model Y=X and building from scratch. Details and explanations are provided on how a generic gradient descent algorithm works based on mathematical and Python(TM) examples, teaching you how to use the gradient descent algorithm to manually perform all calculations in both the forward and backward passes of training a neural network.

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