ML/AI - Multi Class 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 Multi Class Classification.
Overview
Prerequisites
File to download
Discuss project topic
Remove some types
Start Preprocessing
Know the classes
Train model
Evaluate Model
Challenge problem
String class
Classification Report
Understand Report
More explanation
Terminologies
More explanation
Recap
Recap continued
Precision and Recall
f1 score
Few examples
Weighted Average
Test your Understanding
Challenge Answer
Test your Understanding
Challenge answer
Test your Understanding
Challenge answer
Test your Understanding
Challenge answer
Confusion Matrix
An example
Expected behavior
Test your Understanding
Challenge Answer
How it's used
Documentation
Challenge problem
Challenge answer
Congratulations on completing this course!