What are some real-world machine learning projects I can do with Python?

What are some real-world machine learning projects I can do with Python?

There are many exciting projects you can work on! For example, you could create a recommendation system, build a sentiment analysis tool, or develop a predictive model for stock prices.

Can you give me more details on how to build a recommendation system?

Sure! You can start by collecting user data and item data. Then, use collaborative filtering or content-based filtering techniques to make recommendations based on user preferences.

What libraries should I use for this project?

You can use libraries like Pandas for data manipulation, Scikit-learn for machine learning algorithms, and Flask or Django for building a web application.

Are there any datasets I can use for practice?

Yes! Websites like Kaggle and UCI Machine Learning Repository have plenty of datasets you can use for your recommendation system.