Neural Networks with JavaScript Succinctly

Download free course Neural Networks with JavaScript Succinctly, pdf file on 163 pages by James McCaffrey.

James McCaffrey leads you through the fundamental concepts of neural networks, including their architecture, input-output, tanh and softmax activation, back-propagation, error and accuracy, normalization and encoding, and model interpretation. Although most concepts are relatively simple, there are many of them, and they interact with each other in unobvious ways, which is a major challenge of neural networks. But you can learn all important neural network concepts by running and examining the code in Neural Networks with JavaScript Succinctly, with complete example programs for the three major types of neural network problems.

Table of contents

Getting Started
Input and Output
Training
Overfitting
Regression
Binary Classification

Pages :	163
Size :	2.5 MB
File type :	PDF
Downloads:	99
Created:	2022-02-03
License:	For personal or educational use
Author(s):	James McCaffrey

Neural Networks with JavaScript Succinctly

Others java Tutorials

HelloWorld Java Program free PDF

JavaScript Notes for Professionals

JavaScript tutorial for professionals

Java Succinctly Part 1

Open Data Structures (in Java)

Others related eBooks about Neural Networks with JavaScript Succinctly

Getting started with C#

Free tutorial in PDF about C# programming ,a training document under 52 pages designated to beginners who want to learn the basics of CSharp language....

Effective AWK Programming

Download free course Effective AWK Programming, pdf file on 572 pages by Arnold Robbins....

Practical Artificial Intelligence Programming in Java

This book uses both best of breed open source software and the author's own libraries to introduce the reader to Artificial Intelligence (AI) technologies like genetic algorithms, neural networks, expert systems, machine learning, and statistical natural language processing (NLP)....

JavaScript If Else free PDF

Download free course JavaScript If Else free PDF, pdf file on 4 pages by tutorialkart.com....

A Whirlwind Tour of Python

A Whirlwind Tour of Python is a fast-paced introduction to essential features of the Python language, aimed at researchers and developers who are already familiar with programming in another language. The material is particularly designed for those who wish to use Python for data science and/or scie...

Programming Language C++

Download free C++ tutorial , course training on pdf under 1368 pages by Richard Smith....

50 Ways to Avoid Find and Fix ASP.NET Performance Issues

Download free course 50 Ways to Avoid Find and Fix ASP.NET Performance Issues, pdf file on 50 pages by Red Gate....

Ruby Hacking Guide

The Ruby Hacking Guide is a book that explains how the ruby interpreter (the official C implementation of the Ruby language) works internally. To fully understand it, you need a good knowledge of C and Ruby. This book is going to investigate ruby as a whole....

Mastering iOS Game Development

iOS is an operating system for Apple manufactured phones and tablets. Mobile gaming is one..., download free Game Development tutorial in PDF (228 pages) created by Miguel DeQuadros ....

Think Python, Free PDF tutorial

The goal of this book is to teach you to think like a computer scientist. This way of thinking combines some of the best features of mathematics, engineering, and natural science. ...