Neural Network Theory for Absolute Beginners In Javascript

Step by Step Introduction to Basic Neural Network Concepts with JavaScript by Building & Training Working Examples!

4.05 (28 reviews)
Udemy
platform
English
language
Data Science
category
instructor
Neural Network Theory for Absolute Beginners In Javascript
4,912
students
2.5 hours
content
Oct 2018
last update
$19.99
regular price

What you will learn

Learn basic concepts of neural networks

Get up and running quickly

Get started fast without installing complicated software

Build confidence for more advance study

Description

EASY TO LEARN - This course is designed for the absolute beginner. No special software or mathematical knowledge is required.


FUNDAMENTAL CONCEPTS EXPLAINED - We will walk you through each concept and illustrate it with working code that you can experiment with.


CODE YOU UNDERSTAND FROM SCRATCH - You will be able to take our code and build your own neural networks from scratch


Neural networks are a big part of the future of technology, but they can be really confusing to understand. In this course, I'm going to break down neural networks for absolute beginners in a way that is easy to understand.


The Easiest Way To Learn Neural Networks

Ever wanted to build your own neural network from scratch, but get confused or overwhelmed by heavy mathematics?

This course is the best way to get started with Neural Networks before you try to tackle more advanced material.

This isn't Neural Networks 101...this is the course you take before you take Neural Networks 101, except you actually write and train neural networks in Javascript and when you are finished know more about how Neural Networks actually work than had you taken Neural Networks 101!


This course will get you up and running quickly!


All You Need Is Basic Arithmetic!

We will walk you step by step through Neural Network concepts that may have once seemed complex and teach you fundamentals through illustration and hands-on coding.

After you take this course you will not only understand how neural networks work...but have working code, to experiment and play with, that you understand from scratch!


Benefits Of Taking This Course:

  • You'll be able to understand neural networks.

  • You'll be able to create your own neural networks.

  • You'll be able to code in your browser.

  • You'll be able to join the exciting world of AI and machine learning.


Content

Your First Neural Network in Javascript

What Are We Building?
What is a Neural Network?
Basic Concepts
Introduce Our Problem
Basic Concepts Quiz
Inputs and Weights
What is Dot Product?
Dot Product in Javascript
Calculate Error
Learning
Repetition

The Perceptron Model with JavaScript

Introducing The Perceptron
How The Perceptron Works
Building Perceptron with JavaScript
Training JavaScript Perceptron
Perceptron Limitations
What does Linearly Separable Mean?
Introducing Multi-layer Perceptron
Multi-Layer Perceptron XOR Gate

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1834094
udemy ID
8/2/2018
course created date
11/21/2019
course indexed date
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