Practice Arena

Python Coding Challenges

Write real Python in the browser. Instant feedback. From beginner to expert.

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

Longest Consecutive Sequence

Given an unsorted list of integers, find the length of the longest consecutive elements sequence in O(n) time.

hash set array linear
+20 pts 20m
Data Structures & Algorithms hard

Median of Two Sorted Arrays

Given two sorted arrays, return the median of the combined sorted array in O(log(min(n,m))) time.

median binary search arrays
+45 pts 40m
Data Structures & Algorithms easy

Pascal Triangle Row

Given a non-negative integer n, return the nth row of Pascal's triangle as a list of integers.

math combinatorics arrays
+10 pts 15m
Data Structures & Algorithms easy

Employee Hierarchy

Build an employee hierarchy tree and compute the total number of direct and indirect reports for each employee.

tree dfs graph
+10 pts 15m
Data Structures & Algorithms easy

Union Find Class

Implement a UnionFind class with find and union operations supporting path compression and union by size.

union-find disjoint-set data-structures
+10 pts 15m
Data Structures & Algorithms easy

Bubble Sort

Implement bubble sort that sorts a list of numbers in ascending order.

sorting arrays algorithms
+8 pts 12m
Data Structures & Algorithms easy

Selection Sort Implementation

Implement selection sort to sort a list of numbers in ascending order.

sorting selection-sort algorithm
+10 pts 15m
Data Structures & Algorithms medium

Merge Sort

Implement merge_sort(numbers) that returns a sorted copy of the input list using the merge sort algorithm.

sorting recursion divide-and-conquer
+30 pts 30m
Data Structures & Algorithms medium

Heap Sort Implementation

Implement the heap sort algorithm to sort a list of comparable elements in non-decreasing order.

heap sorting in-place
+20 pts 25m
Data Structures & Algorithms medium

Radix Sort

Implement LSD radix sort to sort a list of non-negative integers in ascending order.

radix-sort sorting counting-sort
+25 pts 25m
Data Structures & Algorithms medium

Bucket Sort

Implement bucket sort to sort a list of floating-point numbers in the range [0,1).

sorting bucket-sort insertion-sort
+25 pts 30m
Data Structures & Algorithms easy

Shell Sort

Implement Shell sort, an in-place comparison sort that generalizes insertion sort, using a gap sequence that shrinks by half each pass.

sorting shell-sort in-place
+10 pts 15m
Data Structures & Algorithms easy

Exponential Search

Implement exponential search to find any valid index of a target in a sorted list.

searching sorted-array algorithms
+10 pts 15m
Data Structures & Algorithms medium

Decode Ways

Count the number of ways to decode a numeric string into letters using the mapping A=1 to Z=26.

dynamic programming strings counting
+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

Redundant Connection

Given a list of edges forming a tree plus one extra edge, return the edge that appears last in the input and creates a cycle.

graphs union-find cycle-detection
+25 pts 25m
Data Structures & Algorithms medium

Reconstruct Itinerary

Given a list of airline tickets, reconstruct the itinerary in order using each ticket exactly once, choosing the lexicographically smallest path when multiple options exist.

graph backtracking dfs
+30 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 easy

Find Peak Index

Given a list of integers, return the index of any peak element where the value is not smaller than its neighbors.

arrays linear-scan peak
+10 pts 15m
Data Structures & Algorithms easy

Peak Element in Array

Implement a function that returns the index of any peak element in a list of integers.

array search indices
+10 pts 15m
Data Structures & Algorithms hard

Count of Range Sum

Count contiguous subarrays whose sum lies in a given inclusive range using an efficient divide-and-conquer algorithm.

prefix-sum merge-sort divide-conquer
+35 pts 40m
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

Next greater element II

For each element in a circular array, find the next greater element (NGE) to its right, wrapping around.

arrays stack monotonic stack
+20 pts 20m
Data Structures & Algorithms hard

Largest Rectangle in Histogram

Given an array of bar heights, compute the largest rectangle that can be formed by consecutive bars.

histogram stack maximum-area
+40 pts 35m

Showing 361–384 of 925 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.