Stochastic Gradient Descent

This chapter gives a broad overview and a historical context around the subject of deep learning. It also gives the reader a roadmap for navigating the book, the prerequisites, and further reading to dive deeper into the subject matter.

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Bibliographic Details
Published in:Deep Learning with Python pp. 113 - 132
Main Author: Ketkar, Nikhil
Format: Book Chapter
Language:English
Published: United States Apress L. P 2017
Apress
Subjects:
Computer programming / software development
Gradient Descent
Learning Rate
Loss Function
Program concepts / learning to program
Programming & scripting languages: general
Saddle Point
Steep Descent
ISBN:1484227654, 9781484227657
Online Access:Get full text
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Description
Summary:This chapter gives a broad overview and a historical context around the subject of deep learning. It also gives the reader a roadmap for navigating the book, the prerequisites, and further reading to dive deeper into the subject matter.
ISBN:1484227654
9781484227657
DOI:10.1007/978-1-4842-2766-4_8