Python From Beginner to Advanced with Kishan Makani

Book includes

1. 45 chapters
2. Beginner-friendly Python fundamentals
3. Designed for non-IT students from zero
4. Variables, conditions, loops, functions, collections
5. OOP, decorators, generators, type hints
6. Files, JSON, exceptions, debugging
7. Virtual environments & dependencies
8. pytest & testing
9. SQLite, SQL & SQLAlchemy
10. APIs & HTTP
11. FastAPI
12. Flask
13. Django
14. NumPy & Pandas
15. Data visualization
16. Automation & CLI tools
17. Async Python
18. Concurrency & parallelism
19. Performance & profiling
20. Security & production practices
21. Architecture & clean code
22. 6 practical projects
23. Exercises and practice labs
24. Python quick reference
25. Framework selection guide
26. Troubleshooting guide
27. Portfolio checklist
28. 100-day Python learning roadmap