Advanced Python Programming

Source: https://www.w3resource.com/python-exercises/advanced/index.php

1. Multi-threaded web scraper that respects robots.txt rules.

2. Class-based decorator that logs the execution time of methods.

3. Custom iterator that iterates over a tree data structure.

4. Performs matrix multiplication using list comprehensions.

5. Implements a thread-safe priority queue.

6. Create a data validation library using Python's dataclasses and type hints.

7. Implement the A* search algorithm for a pathfinding problem.

8. Command-line tool that synchronizes files between two directories.

9. Custom JSON encoder and decoder for complex Python objects.

10. Implement a Bloom filter for probabilistic data structures.

11. Build a concurrent task scheduler using asyncio.

12. Create a caching system with support for LRU eviction policy.

13. Python library for parsing and evaluating mathematical expressions.

16. Build a real-time data visualization dashboard using Plotly and Dash.

17. Python library for working with polynomial arithmetic.

18. Build a time series forecasting model using ARIMA and Pandas.

19. Python tool for monitoring and alerting system resource usage.

20. Rule-based chatbot using regular expressions.

24. Library for working with finite automata and regular languages.