Machine Learning Foundations

All modules and parts available in this track, in learning order.

30 min to complete
Beginner level
1 Module
3 Parts

CodePLU Goal

Upgrading Human Mental Models

Learn how to think in Workflows

Module

Module 1

3 Parts
ML vs Traditional Programming
Beginner 10 min Part 1

What is Machine Learning?

Learn the core difference between traditional programming and Machine Learning, and how systems learn from data to make predictions.

Identify Learning Types
Beginner 10 min Part 2

Types of Machine Learning

Learn the three main categories of Machine Learning and understand how models learn from labeled data, unlabeled data, or interactive feedback.

From Data to Prediction
Beginner 10 min Part 3

ML Workflow

Learn the structured, step-by-step workflow of Machine Learning, from collecting raw data to training models and making live predictions.