What is Scikit-learn and how can I use it for machine learning?

What is Scikit-learn and how can I use it for machine learning?

Scikit-learn is a powerful Python library for machine learning that provides simple and efficient tools for data analysis.

What types of algorithms does Scikit-learn support?

It supports various algorithms including classification, regression, clustering, and dimensionality reduction.

Can you give me an example of how to use it for a classification task?

Sure! You can use the RandomForestClassifier to classify data. First, import the library, load your data, and then fit the model.

Is Scikit-learn suitable for large datasets?

Yes, Scikit-learn is designed to handle large datasets efficiently, but performance may vary based on the algorithm used.