ML/AI - Introduction to Neural Networks
Have you ever thought about understanding the basic concepts of Machine Learning & AI by doing some simple hands-on activities. In this course, we will focus on providing an Introduction to Neural Networks.
Overview
Prerequisites
File to download
Setup
Discuss Project Outcome
Introduction
Types of Neural Network
History
Key Components
Key Terms
Example
Connections
Discuss Weight
Layers of Neuron
Input Layer
Difference in Weights
Output Layer
Hidden Layer
Example
Use SKLearn
Specify Layer size
More explanation
Challenge Problem
Challenge answer
Randomness
Example
Reminder
Summary
Summary continued
Congratulations on completing this course!