ML/AI - Unsupervised Learning
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 Unsupervised Machine Learning.
Overview
Prerequisites
File to download
Introduction
General Idea
Label Example
PCA
Supervised vs Unsupervised
Unsupervised example
Clustering
An example
Cluster Centroids
Move centroid
New Data points
Sample Data
Visualize Data
Centroid starting point
Visualize centroids
Complete algorithm
Summary
Congratulations on completing this course!