What are some practical applications of scikit-learn?

What are some practical applications of scikit-learn?

Scikit-learn is widely used for tasks like classification, regression, clustering, and dimensionality reduction.

Can you give me an example of a classification problem using scikit-learn?

Sure! A common example is email spam detection, where scikit-learn can classify emails as spam or not.

How about regression? What’s a typical use case?

A typical regression use case is predicting house prices based on features like size, location, and number of rooms.

What about clustering? Any real-world applications?

Yes! Clustering is used in customer segmentation to group similar customers for targeted marketing.