What are some interesting project ideas using scikit-learn?

What are some interesting project ideas using scikit-learn?

Here are a few project ideas: 1. Predicting house prices using regression. 2. Classifying images of handwritten digits. 3. Building a recommendation system for movies.

Can you explain how to implement the house price prediction project?

Sure! You can start by collecting a dataset like the Boston Housing dataset, then use linear regression from scikit-learn to model the data.

What features should I consider for the house price prediction?

Consider features like the number of rooms, location, age of the house, and proximity to amenities.

Are there any datasets you recommend for these projects?

Yes! You can use Kaggle, UCI Machine Learning Repository, or the scikit-learn datasets module for various datasets.