finelybook
Introduction to Deep Learning and Neural Networks with Python™: A Practical Guide
by 作者: Ahmed Fawzy Gad and Fatima Ezzahra Jarmouni
Publisher Finelybook 出版社: Academic Press; 1st edition (December 10,2020)
Language 语言: English
pages 页数: 300 pages
ISBN-10 书号: 0323909337
ISBN-13 书号: 9780323909334
Book Description
Introduction to Deep Learning and Neural Networks with Python™: A Practical Guide is an intensive step- by 作者: -step guide for neuroscientists to fully understand,practice,and build neural networks. Providing math and Python™ code examples to clarify neural network calculations, by 作者: 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™ 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.
