Pregraph

Data

Feature engineering

Turning raw columns into inputs a model can use. Encoding, scaling, missing values and leakage.

About 12 hours of study.

Where to learn it

Read
Feature Engineering and Selection

Max Kuhn, Kjell Johnson

Chapters 1–8

Section not checked yet

Watch

No video course picked yet.

Suggest one
Practise
Kaggle Learn

Kaggle

Feature Engineering course

Short hands-on courses that run in the browser.

Section not checked yet

Which roles ask for it

Before and after

Feature engineering

Opens up

Nothing else on the map yet.