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: 130
Created: 2022-02-03
License: For personal or educational use
Author(s): James McCaffrey
Neural Networks with JavaScript Succinctly

Warning: Trying to access array offset on false in /home/tutovnfz/public_html/article.php on line 233

Others java Tutorials

JavaScript from ES5 to ESNext

Go for Javascript Developers

Java self learning

JavaScript: A Crash Course in PDF

Think Java: How to Think Like a Computer Scientist, 2nd Edition

Others related eBooks about Neural Networks with JavaScript Succinctly

JavaScript If Else free PDF

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

Learning with Python: How to Think Like a Computer Scientist

The user-friendly, object-oriented programming language Python is quickly becoming the most popular introductory programming language for both students and instructors....

Programming in Fortran 95

Download Fortran 95 course, PDF tutorial for beginners to learn the basics of Fortran programming language....

Pointers - C++ course

PDF course about C++ and pointers, free document in 65 pages....

Tutorial XML in PDF

Download free XML tutorial course in PDF, training file in 8 chapters and 25 pages. Free unaffiliated ebook created from Stack OverFlow contributor....

Elementary Algorithms

This is a free book about elementary algorithms and data structures. This book doesn't only focus on an imperative (or procedural) approach, but also includes purely functional algorithms and data structures. It doesn't require readers to master any programming languages, because all the algorit...

5 Unsung Tools of DevOps

Download free course 5 Unsung Tools of DevOps, pdf file on 21 pages by O'Reilly Media....

Practical Artificial Intelligence Programming in Java, 3rd Edition

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). ...

Vue.js Succinctly

Download free course Vue.js Succinctly, pdf file on 101 pages by Ed Freitas....

R language eBook for professionals

Download free R language tutorial course in PDF, training file in 127 chapters and 475 pages. Free unaffiliated ebook created from Stack OverFlow contributor....