About this book

This evolving book organizes the Python concepts, examples, exercises, and data-science practices I use for structured study and interview preparation. It is published openly as a learning resource, but it remains a working set of notes rather than an exhaustive Python reference.

Examples should be treated as reproducible learning material: run them, inspect the result, and verify version-sensitive behavior against primary library documentation.