justmarkham/scikit-learn-tips
A collection of 50 tips and Jupyter notebook tutorials for learning scikit-learn, scikit-learn's machine learning library.
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This repository contains a curated set of 50 tips for using scikit-learn, a popular Python machine learning library. Each tip is presented as a Jupyter notebook that demonstrates a specific technique or concept, accompanied by video explanations. Topics covered include data preprocessing with ColumnTransformer, model selection, feature engineering, and common ML workflows.
Frequently asked
- What is justmarkham/scikit-learn-tips?
- A collection of 50 tips and Jupyter notebook tutorials for learning scikit-learn, scikit-learn's machine learning library.
- Is scikit-learn-tips open source?
- Yes — justmarkham/scikit-learn-tips is an open-source project tracked on heatdrop.
- What language is scikit-learn-tips written in?
- justmarkham/scikit-learn-tips is primarily written in Jupyter Notebook.
- How popular is scikit-learn-tips?
- justmarkham/scikit-learn-tips has 1.7k stars on GitHub.
- Where can I find scikit-learn-tips?
- justmarkham/scikit-learn-tips is on GitHub at https://github.com/justmarkham/scikit-learn-tips.