Suggest the best machine learning book with hands-on Python projects?

I’m just starting out with machine learning and want a book that explains basics in simple language. I’d love one with lots of practical Python examples and step by step exercises. Real-world projects would help me learn faster.

If you’ve read a good beginner ML book that really helped you understand the concepts, please share your recommendation.