ML/AI - Preprocessing in Regression
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 Regression Preprocessing.
Overview
Prerequisites
File to download
Quick Outline
Review General steps
Read Data
Test your Understanding
Need for ML
Identify inputs
Start preprocessing
Understand code
Why dummies are used
Discuss Drop First
Recap
Recap continued
Organize DataFrame
Rename columns
Discuss need for Testing Data
Use scikit learn
Segregate output
Split into Training/Testing data
Challenge problem
Discuss Input & Output
More explanation
Challenge answer
Congratulations on completing this course!
My favorite part about this course is starting to apply the previous courses' concepts into an actual data set. On top of that, I like the emphasis of prepar...
Read MoreMy favorite part about this course is starting to apply the previous courses' concepts into an actual data set. On top of that, I like the emphasis of preparing the data properly beforehand and how intuitive the explanations are once again
Read Less