# Advanced Python Algorithms & Data Structures (The Algorithms)

**HARD**

owned by [nikhaldi](https://github.com/nikhaldi)

{ 100% Python }

Advanced Python algorithms and data structures from The Algorithms: [https://github.com/TheAlgorithms/Python](https://github.com/TheAlgorithms/Python)

Hard problems! Ideal game for the active study of advanced Computer Science concepts with real Python code but you'll need some prior background in algorithms.

Includes advanced content from Arrays, Linked Lists, Heaps, Trees, Tries, Hashing, Backtracking, Bit manipulation, Conversions, Cellular automata

[Play Game](/content/map/python-algorithms-advanced/play/index.html)

[Browse other maps](/content/map/index.html)

GLOBAL STATS

|     |     |
| --- | --- |
| Locations | 93 |
| Unique repos | 1 |
| Games played | <10 |
| Created | 2/12/2026 |
| Last updated | 2/12/2026 |