ML/AI - Predict using Binary Classification
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 Binary Classification.
Overview
Prerequisites
File to download
Binary Classification
Get Dummies
Challenge Problem
Challenge explanation
Merge columns
Check outputs
Correlation between other values
Challenge Problem
Recap
Challenge answer
Transform Data steps
Code Preprocessing steps
Challenge problem
Challenge Answer
Unbalanced dataset
Test your Understanding
Challenge answer
Split Training, Testing Data
Scale Data
Pipeline
Make Pipeline
More explanation
Use Pipeline
Incorrect Predictions
Confidence scores
Challenge Problem
Summary
Congratulations on completing this course!