Machine learningTool
scikit-learn
Python's standard library for classic machine learning. Models, preprocessing, pipelines and evaluation.
About 15 hours of study.
Where to learn it
Read
scikit-learn: Getting Started and User Guide
The scikit-learn developers
Getting Started, then the User Guide sections you need
Watch
Practise
Kaggle Learn
Kaggle
Intro to Machine Learning, then Intermediate Machine Learning
Short hands-on courses that run in the browser.
Wrong chapter, dead link, or know something better? Tell us on GitHub.
Before and after
scikit-learn
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