Free Feature Engineering & Data Prep Courses
5 free courses from 3 providers. No payment required.
Free feature engineering courses covering data preprocessing, feature selection, transformation techniques, and automated feature engineering.
All Free Feature Engineering & Data Prep Courses

Preprocessing Unstructured Data for LLM Applications
DeepLearning.AI

Introduction to Machine Learning
MIT OpenCourseWare
Intermediate Machine Learning
Kaggle
Feature Engineering
Kaggle
Data Cleaning
Kaggle
Free Feature Engineering & Data Prep Courses with Certificates
Learn feature engineering & data prep for free and earn a certificate you can add to your resume.
Why Learn Feature Engineering & Data Prep for Free?
Many of the best feature engineering & data prep courses are offered free by top universities and companies.
Free courses let you explore feature engineering & data prep before committing to a paid specialization.
The quality of free feature engineering & data prep education has never been higher — many courses match university curricula.
You can learn at your own pace without pressure from subscription deadlines.
3 of these free courses offer certificates you can add to your resume.