[Download] "Fundamentals of Deep Learning" by Nikhil Buduma & Nicholas Locascio " Book PDF Kindle ePub Free

eBook details

Title: Fundamentals of Deep Learning
Author : Nikhil Buduma & Nicholas Locascio
Release Date : January 25, 2017
Genre: Computers & Internet,Books,Databases,Computers,
Pages : * pages
Size : 17886 KB

Description

With the reinvigoration of neural networks in the 2000s, deep learning has become an extremely active area of research, one that’s paving the way for modern machine learning. In this practical book, author Nikhil Buduma provides examples and clear explanations to guide you through major concepts of this complicated field.

Companies such as Google, Microsoft, and Facebook are actively growing in-house deep-learning teams. For the rest of us, however, deep learning is still a pretty complex and difficult subject to grasp. If you’re familiar with Python, and have a background in calculus, along with a basic understanding of machine learning, this book will get you started.
Examine the foundations of machine learning and neural networksLearn how to train feed-forward neural networksUse TensorFlow to implement your first neural networkManage problems that arise as you begin to make networks deeperBuild neural networks that analyze complex imagesPerform effective dimensionality reduction using autoencodersDive deep into sequence analysis to examine languageLearn the fundamentals of reinforcement learning