Practice Arena

Python Coding Challenges

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925 challenges 556 easy 323 medium 46 hard
Trees & Binary Trees easy

Maximum depth of tree

Implement max_depth(root) to return the maximum depth of a binary tree.

binary-tree recursion depth
+10 pts 15m
Trees & Binary Trees medium

Binary tree left side view

Given a binary tree, return the leftmost node's value at each depth, from top to bottom.

binary-tree levels bfs
+20 pts 20m
Trees & Binary Trees medium

Delete Node in BST

Implement a function that deletes a key from a binary search tree and returns the new root.

binary-search-tree tree-traversal recursion
+20 pts 20m
Trees & Binary Trees medium

Kth Smallest in BST

Implement a function that returns the k-th smallest value in a binary search tree.

bst inorder recursion
+25 pts 25m
Trees & Binary Trees easy

Range Sum BST

Return the sum of all node values in a BST that lie within a given inclusive range [low, high].

bst tree recursion
+10 pts 15m
Trees & Binary Trees medium

Count Complete Tree Nodes

Given a complete binary tree, return its node count faster than O(n) time.

binary-tree complete-tree tree-traversal
+25 pts 25m
Trees & Binary Trees medium

Zigzag Level Order Traversal

Implement a function that returns the zigzag level-order traversal of a binary tree.

binary-tree breadth-first-search queue
+25 pts 25m
Graphs & Graph Algorithms hard

Dijkstra Shortest Path

Implement Dijkstra's algorithm on a weighted graph to return distances from a source to every node.

dijkstra graph heap
+35 pts 30m
Graphs & Graph Algorithms medium

Articulation Points

Implement a function that returns the articulation points of an undirected graph.

graphs dfs bridges
+25 pts 30m
Graphs & Graph Algorithms medium

Bridges in Graph

Implement a function that returns all bridges in an undirected graph.

graph dfs bridges
+30 pts 30m
Graphs & Graph Algorithms hard

Minimum Cut

Given an undirected graph in adjacency-list form, return the size of the minimum edge cut that disconnects the graph.

graphs max-flow min-cut
+40 pts 35m
Graphs & Graph Algorithms medium

Course Schedule Can Finish

Given numCourses and prerequisites, return whether all courses can be finished without cyclic dependencies.

graph cycle topological
+25 pts 30m
Graphs & Graph Algorithms medium

All Paths from Source to Target

Given a directed acyclic graph, return all paths from node 0 to the last node.

graph dfs backtracking
+25 pts 25m
Graphs & Graph Algorithms easy

Find the Town Judge

Given n people and a trust array, return the town judge or -1.

graph indegree outdegree
+10 pts 15m
Graphs & Graph Algorithms medium

Topological Sort via DFS

Return a deterministic topological ordering of nodes in a directed acyclic graph using DFS, or an empty list if a cycle exists.

topological-sort dfs graph
+20 pts 25m
Recursion & Backtracking easy

Permutation Generator

Write a function that returns all permutations of a list of distinct integers.

recursion backtracking permutations
+10 pts 15m
Recursion & Backtracking medium

Combination Generator

Write a recursive function that returns all combinations of length k from a list of distinct integers.

recursion backtracking combinations
+25 pts 25m
Recursion & Backtracking medium

Letter Combinations of a Phone Number

Given a string of digits, return all possible letter combinations that the number could represent on a phone keypad.

recursion backtracking string
+25 pts 25m
Recursion & Backtracking easy

Permutations

Write a function that returns every permutation of the elements in the input list.

recursion backtracking permutations
+10 pts 15m
Recursion & Backtracking medium

Permutations II

Return all distinct permutations of a list of integers that may include duplicates.

permutations backtracking deduplication
+25 pts 25m
Recursion & Backtracking medium

Subsets

Return all subsets (the power set) of a list of distinct integers.

recursion backtracking subsets
+20 pts 25m
Recursion & Backtracking medium

Subsets II

Given a collection of integers that might contain duplicates, return all possible unique subsets.

subsets backtracking deduplication
+25 pts 30m
Recursion & Backtracking medium

Palindrome Partitioning

Given a string s, return all possible palindrome partitioning of s.

backtracking recursion palindrome
+25 pts 30m
Recursion & Backtracking hard

Remove invalid parentheses

Given a string with parentheses and letters, return all valid strings after removing the minimum number of invalid parentheses.

backtracking parentheses string
+45 pts 40m

Showing 241–264 of 371 challenges

Guide: free Python coding challenges

Practice Python by solving problems

PythonSkillset challenges are hands-on coding exercises from beginner to advanced. Open a challenge, read the problem, write Python in the split-pane editor, and run tests with Pyodide — no install required.

How to use the arena

  1. Pick a category — basics, algorithms, strings, and more
  2. Open a challenge, read the statement, and edit the starter code
  3. Run tests, fix failures, then try a related quiz or tutorial lesson

Challenges vs tutorials and quizzes

Challenges test what you can build under constraints. For guided teaching, use our Python tutorials. For quick checks, try quizzes or copy snippets from code samples.