developer-roadmap/roadmaps/python-data-analysis/content/scikit-learn@npndQC8OIfP1wwn_iswPy.md

Scikit-learn

Scikit-learn is the standard machine learning library for Python. It provides a consistent API for classification, regression, clustering, dimensionality reduction, model selection, and preprocessing. Models are trained with .fit(), used to predict with .predict(), and evaluated with a suite of metrics. Scikit-learn also provides tools for pipelines, cross-validation, and hyperparameter tuning.

Visit the following resources to learn more:

• @article@Scikit-learn
• @video@Scikit-learn Crash Course - Machine Learning Library for Python