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.#