1. What are the differences between lists and arrays in Python?
2. How can you create a two-dimensional list in Python?
3. Explain the concept of list comprehensions with an example.
4. What are generator expressions, and how do they differ from list comprehensions?
5. How do you use the any() and all() functions in Python?
6. What is the difference between deep copy and shallow copy in Python?
7. How do you merge two dictionaries in Python?
8. Explain the use of the *args and **kwargs syntax in function definitions.
9. How do you create a decorator that takes arguments in Python?
10. What is the purpose of the functools module, and how can it be used?
11. Explain the concept of closures in Python.
12. How do you implement a simple caching mechanism using decorators?
13. What are named tuples, and how are they created in Python?
14. How do you implement a simple class method in Python?
15. What is method overriding, and how is it implemented in Python?
16. How do you use the property() function to create getter and setter methods?
17. What is the purpose of the @staticmethod and @classmethod decorators?
18. How do you handle multiple exceptions in a single except block?
19. What is the purpose of the contextlib module?
20. How do you use the itertools module for combinatorial operations?
21. Explain how to read and write JSON data using the json module.
22. What are the differences between json.dumps() and json.dump()?
23. How do you handle large files efficiently in Python?
24. What is the purpose of the csv module, and how do you use it?
25. How can you read a CSV file and skip the header row?
26. What are the differences between synchronous and asynchronous programming in Python?
27. How do you create an asynchronous function using asyncio?
28. Explain the concept of event loops in asyncio.
29. How do you run multiple asynchronous tasks concurrently?
30. What is the asyncio.gather() function used for?
31. How do you create a simple web server using http.server?
32. What are the key differences between Flask and Django frameworks?
33. How do you handle form data in a Flask application?
34. What is the purpose of middleware in Flask?
35. How do you manage sessions in Flask?
36. Explain the concept of blueprints in Flask.
37. What is a RESTful API, and how do you create one using Flask?
38. How do you implement authentication in a Flask application?
39. What are the advantages of using ORM (Object-Relational Mapping) in Python?
40. How do you use SQLAlchemy for database interactions in Python?