Machine Learning

ML Overview

A practical overview that shows how machine learning works, why it behaves that way, and how its structure supports real use.

Goal:

Learn the goals and structure of machine learning

3Lessons

6Micro-lessons

BeginnerDifficulty

Lesson 1

Understanding the purpose behind machine learning and what problems it is built to solve.

Start2 Micro-lessons

Micro lesson 1

From Rules to Learning

Micro lesson 2

Learning from Experience

Lesson 2

Seeing the flow from data input to decision output.

Start2 Micro-lessons

Micro lesson 1

Input to Output Flow

Micro lesson 2

Training and Testing

Lesson 3

Exploring the parts that make up a learning system and how they connect.

Start2 Micro-lessons

Micro lesson 1

Parts of a Model

Micro lesson 2

Data and Decisions