Advanced Python Programming

Table of Contents

1. Benchmarking and Profiling
2. Pure Python Optimizations
3. Fast Array Operations with NumPy and Pandas
4. C Performance with Cython
5. Exploring Compilers
6. Automatic Differentiation and Accelerated Linear Algebra for Machine Learning
7. Implementing Concurrency
8. Parallel Processing
9. Concurrent Web Requests
10. Concurrent Image Processing
11. Building Communication Channels with asyncio
12. Deadlocks
13. Starvation
14. Race Conditions
15. The Global Interpreter Lock
16. The Factory Pattern
17. The Builder Pattern
18. Other Creational Patterns
19. The Adapter Pattern
20. The Decorator Pattern
21. The Bridge Pattern
22. The Façade Pattern
23. Other Structural Patterns
24. The Chain of Responsibility Pattern
25. The Command Pattern
26. The Observer Pattern