Practice Arena

Python Coding Challenges

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925 challenges 556 easy 323 medium 46 hard
Data Structures & Algorithms medium

BFS level-order traversal

Return the level-order traversal of a binary tree as a list of lists.

BFS trees queues
+28 pts 25m
Data Structures & Algorithms medium

Find Peak Element

Implement a function that returns the index of any peak element in an integer array.

arrays search binary-search
+20 pts 25m
Data Structures & Algorithms medium

Path Sum II All Paths

Return all root-to-leaf paths where the sum of node values equals a target.

binary-tree dfs backtracking
+20 pts 25m
Data Structures & Algorithms medium

Shortest Path in Binary Matrix

Implement BFS to find the shortest path length from (0,0) to (n-1,n-1) in an n x n binary matrix, moving through 0 cells in 8 directions.

bfs grid shortest-path
+30 pts 30m
Data Structures & Algorithms medium

K Closest Elements

Implement a function to return the k closest elements to a target in a sorted array.

arrays binary-search sorting
+25 pts 25m
Data Structures & Algorithms medium

Level Order Traversal

Implement a function that performs a level order traversal of a binary tree and returns node values as a list of lists.

binary-tree queue bfs
+20 pts 25m
Dynamic Programming medium

Maximal square

Given a 2D binary matrix of 0s and 1s, compute the area of the largest square containing only 1s.

dynamic-programming matrix maximal-square
+30 pts 30m
Dynamic Programming medium

Maximal square matrix

Given a 2D binary matrix of 0s and 1s, find the side length of the largest square containing only 1s.

dynamic-programming matrix maximum-square
+25 pts 30m
Dynamic Programming medium

Maximal rectangle in matrix

Given a matrix of 0s and 1s, compute the area of the largest rectangle consisting only of 1s.

dynamic programming binary matrix histogram
+25 pts 30m
Trees & Binary Trees medium

Lowest Common Ancestor in a Binary Tree

Implement a function to find the lowest common ancestor (LCA) of two nodes in a binary tree.

binary-tree dfs recursion
+30 pts 30m
Trees & Binary Trees medium

Sum Root to Leaf Numbers

Given the root of a binary tree, compute the total sum of all root-to-leaf numbers.

binary-tree dfs recursion
+25 pts 25m
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

Vertical Order Traversal

Compute the vertical order traversal of a binary tree, grouping nodes by column and row.

binary-tree bfs dictionary
+20 pts 25m
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

Validate BST

Implement a function to determine if a binary tree is a valid Binary Search Tree.

bst recursion validation
+25 pts 25m
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 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
Trees & Binary Trees medium

Maximum Width of a Binary Tree

Given the root of a binary tree, compute its maximum width (the maximum number of nodes in any level, counting null positions).

binary-tree breadth-first-search queue
+25 pts 25m
Recursion & Backtracking medium

Rat in a Maze

Count the number of distinct paths a rat can take from top-left to bottom-right in a binary grid, moving down or right and avoiding walls.

backtracking recursion maze
+25 pts 30m
Greedy Algorithms medium

Painter Partition Problem

Given board lengths and k painters, find the minimum possible maximum total length a painter must paint.

binary-search greedy array-partitioning
+20 pts 25m
Binary Search medium

Search in Rotated Array

Implement an efficient search in a rotated sorted array using modified binary search.

binary-search arrays search
+20 pts 20m
Binary Search medium

Interpolation Search

Implement interpolation search in Python on a sorted list of integers.

search sorted-array binary-search
+25 pts 25m
Binary Search medium

Ternary Search

Implement ternary search to locate the maximum of a discrete unimodal function.

ternary-search binary-search unimodal
+25 pts 30m

Showing 1–24 of 47 challenges · medium

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.