Practice Arena

Python Coding Challenges

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925 challenges 556 easy 323 medium 46 hard
Dynamic Programming medium

Subset Sum Exists

Given a list of positive integers and a target sum, return whether some subset adds up exactly to the target.

subset sum dynamic programming knapsack
+25 pts 30m
Dynamic Programming medium

Delete and Earn

Given an array of integers, find the maximum points you can earn by repeatedly deleting a number and all its adjacent values.

dynamic-programming array hash-map
+30 pts 25m
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
Dynamic Programming medium

Minimum Path Sum Matrix

Implement a function that computes the minimum path sum from the top-left to the bottom-right of a grid moving only right or down.

dynamic-programming matrix path
+20 pts 25m
Dynamic Programming medium

Dungeon Game Minimum Health

Compute the minimum initial health needed to reach the bottom-right corner of a dungeon grid without health dropping to zero or below.

dynamic-programming matrix grid
+30 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

Trim BST to range

Implement a function to trim a BST to only retain nodes with values in a given inclusive range.

bst recursion tree-pruning
+25 pts 25m
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
Graphs & Graph Algorithms medium

Bellman-Ford Algorithm

Implement the Bellman-Ford algorithm to compute shortest distances from a source in a directed weighted graph with up to 100 vertices and negative edges.

shortest-path negative-edges graph
+30 pts 30m
Graphs & Graph Algorithms medium

A* Pathfinding Heuristic

Implement A* search on a 2D grid to find the shortest path length between two cells.

search heuristic shortest-path
+25 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 medium

Hamiltonian Path Check

Implement a function that checks whether an undirected graph has a Hamiltonian path using DFS and backtracking.

graph dfs backtracking
+30 pts 30m
Graphs & Graph Algorithms medium

Bipartite Graph Check

Implement a function to check if an undirected graph is bipartite using graph coloring.

graphs bfs coloring
+25 pts 30m
Graphs & Graph Algorithms medium

Graph Coloring

Given an undirected graph, determine if it can be colored with two colors such that adjacent vertices have different colors.

graph bipartite bfs
+20 pts 20m
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

Showing 145–168 of 323 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.