Machine Learning

Features

Explore the role of features in machine learning models.

Goal:

Learn how input variables are defined.

3Lessons

6Micro-lessons

BeginnerDifficulty

Lesson 1

Learn what features are and their importance in machine learning.

Start2 Micro-lessons

Micro lesson 1

What are Features?

Micro lesson 2

Importance of Features

Lesson 2

Discover how to select the right features for your model.

Start2 Micro-lessons

Micro lesson 1

Selecting Key Features

Micro lesson 2

Avoiding Redundancy

Lesson 3

Learn how to engineer features to improve model performance.

Start2 Micro-lessons

Micro lesson 1

Creating New Features

Micro lesson 2

Feature Scaling