Practice Arena

Python Coding Challenges

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925 challenges 556 easy 323 medium 46 hard
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

Flood Fill Algorithm

Implement flood fill on a 2D grid using BFS/DFS.

grid bfs dfs
+20 pts 25m
Dynamic Programming medium

Unique Paths with Obstacles

Given a 2D grid with obstacles, count the unique paths from top-left to bottom-right moving only down or right.

dynamic-programming grid 2d-array
+25 pts 25m
Dynamic Programming medium

Unique Paths in a Grid

Count distinct paths in an m x n grid moving only down or right.

dynamic-programming grid counting
+25 pts 25m
Dynamic Programming medium

Minimum Falling Path Sum

Compute the minimum falling path sum in an n x n matrix by moving down or diagonally each step.

dynamic programming grid path sum
+25 pts 25m
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
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

Surrounded Regions

Given an M×N grid of 'X' and 'O', capture all regions of 'O' that are completely surrounded by 'X'.

graph bfs grid
+25 pts 30m
Graphs & Graph Algorithms medium

Android unlock patterns

Count the number of valid Android unlock patterns of a given length using a 3x3 grid with adjacency constraints.

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

Most stones removed

Given stone coordinates on a grid, find the maximum number of stones that can be removed while every stone shares a row or column with another remaining stone.

graphs dfs union-find
+30 pts 30m
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
Matrix & 2D Arrays medium

Number of Islands

Given a 2D grid of '1' (land) and '0' (water), count the number of islands surrounded by water.

matrix graph bfs
+25 pts 30m
Matrix & 2D Arrays medium

Max Area of Island

Given a 2D grid of 0s and 1s, find the maximum area of a connected group of 1s.

grid dfs connected-components
+20 pts 25m
Matrix & 2D Arrays medium

Rotting Oranges Time

Given a grid of fresh, rotten, and empty cells, compute the minimum minutes until all fresh oranges rot, or -1 if some are unreachable.

bfs grid simulation
+25 pts 25m
Matrix & 2D Arrays medium

Number of Islands in a Matrix

Count the number of distinct islands (connected groups of 1s) in a 2D binary matrix.

matrix dfs bfs
+20 pts 20m
Matrix & 2D Arrays medium

Shortest Path in Binary Matrix

Compute the shortest path length from top-left to bottom-right in a binary matrix using 8-directional moves.

matrix bfs shortest-path
+30 pts 25m
Matrix & 2D Arrays medium

Largest Plus Sign

Compute the largest possible plus sign of 1s in an n x n grid with some cells set to 0.

matrix dynamic-programming simulation
+25 pts 30m
Matrix & 2D Arrays medium

Shift 2D Grid

Implement a function to shift a 2D grid right by k positions, flattening the grid and wrapping elements.

grid list modulo
+20 pts 20m
Matrix & 2D Arrays medium

Word Search Matrix

Given a 2D board and a word, determine if the word can be formed by sequentially adjacent cells (horizontally or vertically), without reusing cells.

matrix dfs strings
+25 pts 30m
Matrix & 2D Arrays medium

Pacific Atlantic Flow

Given a height matrix, return all cells from which water can flow to both the Pacific and Atlantic oceans.

matrix bfs grid
+25 pts 25m
Matrix & 2D Arrays medium

Regions Cut by Slashes

Given a grid of slashes, count the number of connected regions formed by the slashes and the grid borders.

grid dfs union-find
+30 pts 30m

Showing 1–22 of 22 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.