Practice Arena

Python Coding Challenges

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467 challenges 330 easy 120 medium 17 hard
Python Basics easy

Find Missing Number

Given a list of n distinct integers from 0..n with one missing, return the missing number.

math integers arrays
+10 pts 10m
Lists & Arrays medium

Maximum subarray (Kadane)

Find the contiguous subarray with the largest sum.

dp arrays kadane
+25 pts 20m
Lists & Arrays medium

Rotate array

Rotate a list right by k positions in place.

arrays in-place
+20 pts 18m
Lists & Arrays easy

Remove duplicates (sorted)

Return a sorted list with duplicates removed.

arrays two-pointer
+10 pts 10m
Lists & Arrays easy

Merge two sorted arrays

Merge two sorted arrays into one sorted array.

arrays merge two-pointer
+12 pts 12m
Lists & Arrays medium

Product except self

Return an array where output[i] is the product of all elements except nums[i], without using division.

arrays prefix-sum
+25 pts 20m
Lists & Arrays hard

Sliding window maximum

Return the maximum of each window of size k as it slides across an array.

sliding-window deque arrays
+40 pts 35m
Lists & Arrays easy

Second Largest Unique Value

Return the second largest distinct integer from a list, or None if it doesn't exist.

sorting unique arrays
+10 pts 10m
Lists & Arrays easy

Find Missing Number 1 to n

Given a list containing n-1 distinct integers from 1 to n, find the missing number without using extra space.

arrays math search
+10 pts 10m
Lists & Arrays medium

Product of All Except Zeros Handling

Given a list of integers, return a list where each element is the product of all other elements, handling zeros correctly.

product arrays zero-handling
+20 pts 25m
Lists & Arrays easy

Majority Element Finder

Implement a function that returns the majority element in a list, which appears more than half the time.

majority frequency arrays
+10 pts 15m
Lists & Arrays medium

Find Duplicate Number

Given a list of n+1 integers in the range 1..n, find the one integer that appears more than once.

arrays hash-set duplicates
+20 pts 25m
Lists & Arrays medium

Partition Array

Implement a function that finds a contiguous partition of a list into k groups, minimizing the maximum sum of the groups.

arrays partition contiguous
+25 pts 25m
Lists & Arrays easy

Rearrange Positives and Negatives

Write a function that rearranges a list in-place so all negative numbers come before non-negative numbers.

in-place two-pointers partition
+10 pts 15m
Lists & Arrays easy

Wave sort array

Given a list of integers, reorder it into a wave pattern where elements alternate down-up, and return the new list.

sorting swap rearrangement
+10 pts 15m
Lists & Arrays easy

Counting Sort

Implement the counting sort algorithm to sort a list of non-negative integers in O(n + k) time.

sorting counting arrays
+10 pts 15m
Lists & Arrays medium

Two Missing Numbers

Given a list of n-2 unique integers from 1 to n, find the two missing numbers efficiently.

missing-numbers arrays math
+25 pts 25m
Lists & Arrays medium

Three Missing Numbers

Find the three missing numbers from a shuffled list containing all but three integers from 1 to n.

arrays sets missing
+15 pts 15m
Dicts & Sets medium

Subarray sum equals K

Count the number of contiguous subarrays whose sum equals k.

prefix-sum dict arrays
+28 pts 25m
Data Structures & Algorithms easy

Index of peak element

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

arrays search peak
+10 pts 15m
Data Structures & Algorithms easy

Count pairs with given difference

Count how many unordered pairs in a list have a given absolute difference using an efficient approach.

hash map counting arrays
+12 pts 15m
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 easy

Previous Smaller Element

Find the nearest previous index with a smaller value for every element in an array.

arrays stack monotonic-stack
+10 pts 15m
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

Bubble Sort

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

sorting arrays algorithms
+8 pts 12m
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
Math & Number Theory easy

Sieve of Eratosthenes

Implement the Sieve of Eratosthenes to return a sorted list of all primes up to a given integer n.

primes sieve loops
+10 pts 15m
Bit Manipulation easy

Single Number XOR

Given a non-empty list of integers where every element appears twice except one, return the single number using XOR.

xor bit-manipulation arrays
+10 pts 12m
Bit Manipulation easy

Missing Number XOR

Given a list of n distinct numbers from 0 to n with one missing, use XOR to find and return the missing number.

xor bitwise arrays
+10 pts 15m
Dynamic Programming medium

Kadane Variant: Maximum Product Subarray

Implement max_product_subarray(nums) that returns the maximum product of any contiguous subarray.

kadane subarray product
+30 pts 25m
Dynamic Programming medium

Max Profit from Selling Twice

Compute the maximum profit that can be achieved by completing at most two buy-sell transactions on a given price array.

dynamic programming arrays stock
+28 pts 30m
Dynamic Programming easy

Min cost climbing stairs

Compute the minimum total cost to reach the top of a staircase, given you can climb 1 or 2 steps at a time.

dynamic programming memoization array
+10 pts 15m
Dynamic Programming easy

House Robber

Given a list of house values, return the maximum sum you can rob without robbing two adjacent houses.

dynamic-programming arrays optimization
+10 pts 15m
Dynamic Programming medium

House Robber Circular

Solve the House Robber problem with houses arranged in a circle.

dynamic-programming arrays circular
+25 pts 30m
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 easy

Triangle Minimum Path

Compute the minimum path sum from top to bottom of a triangle given as a list of lists.

dynamic-programming bottom-up arrays
+12 pts 20m
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

Paint House Colors

Given a cost matrix, compute the minimum total cost to paint all houses with no two adjacent houses having the same color.

dynamic-programming optimization arrays
+20 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 easy

Find center of star graph

Write a function that finds the center node of a star graph from its list of edges in O(1) time.

graph star-graph array
+10 pts 15m
Greedy Algorithms easy

Stock Buy Sell Once

Given daily stock prices, compute the maximum profit you can achieve from buying once and selling once later.

array profit max
+10 pts 15m
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
Two Pointers & Sliding Window medium

Container With Most Water

Given an array of heights, find the maximum area between two vertical lines that can hold water.

two-pointers array maximization
+20 pts 25m
Two Pointers & Sliding Window hard

Trapping Rain Water

Given an array of non-negative integers representing an elevation map, compute how much water it can trap after raining.

array two-pointers water-trapping
+40 pts 30m
Two Pointers & Sliding Window easy

Best Time to Buy and Sell Stock

Given a list of daily stock prices, determine the maximum profit achievable by buying on one day and selling on a later day.

arrays sliding-window profit
+10 pts 15m
Two Pointers & Sliding Window medium

Sort Colors (Dutch National Flag)

Implement the Dutch National Flag algorithm to sort an array of 0, 1, 2 in one pass.

in-place two-pointers sorting
+20 pts 25m
Two Pointers & Sliding Window medium

Count Nice Subarrays

Given an array of integers, count the number of contiguous subarrays that contain exactly k odd numbers.

sliding-window two-pointers subarray
+25 pts 25m
Two Pointers & Sliding Window hard

Subarrays with K different ints

Count the number of contiguous subarrays that contain exactly K distinct integers.

sliding-window two-pointers hashmap
+40 pts 40m
Stacks & Queues easy

Next Greater Element

Return a list where each position holds the next greater element to the right, or -1 if none exists.

stack arrays monotonic stack
+10 pts 15m
Heaps & Priority Queues medium

Top K Frequent Elements

Given an integer array and a number k, return the k most frequent elements using a heap-based approach.

heap frequency counting
+25 pts 25m

Showing 53 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.