ML/AI - Preprocessing in K-Means
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 Preprocessing in K-Means Algorithm.
Overview
Prerequisites
File to download
Need for Scaling
Scale Data
Understand Scaled Data
Preprocessing
Column Transformer
Perform Column Transformation
Why Column Transformer
View Pipeline
Check Inertia
Challenge Problem
Key Points
Recap
Significance of K
Update Pipeline
Plot Data
Ideal K
Key points from plot
Challenge Problem
Challenge answer
Summary
Congratulations on completing this course!