Books Details
Author : Seth Weidman Pages : 252 pages Publisher : O'Reilly Media
Language : ISBN-10 : 1492041416 ISBN-13 : 9781492041412
Books Descriptions
With the resurgence of neural networks in the 2010s, deep learning has
become essential for machine learning practitioners and even many
software engineers. This book provides a comprehensive introduction for
data scientists and software engineers with machine learning experience.
You'll start with deep learning basics and move quickly to the details of
important advanced architectures, implementing everything from scratch
along the way.Author Seth Weidman shows you how neural networks work
using a first principles approach. You'll learn how to apply multilayer neural
networks, convolutional neural networks, and recurrent neural networks
from the ground up. With a thorough understanding of how neural
networks work mathematically, computationally, and conceptually, you'll be
set up for success on all future deep learning projects.This book
provides:Extremely clear and thorough mental models--accompanied by
working code examples and mathematical explanations--for understanding
neural
