Practice Arena

Python Coding Challenges

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925 challenges 556 easy 323 medium 46 hard
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 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

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 easy

Merge Two Sorted Lists

Write a function that merges two sorted lists into a single sorted list.

merge sorting lists
+10 pts 15m
Data Structures & Algorithms easy

Jump Search

Implement the jump search algorithm to locate a target in a sorted list, returning its index or -1.

search sorted list
+10 pts 15m
Data Structures & Algorithms hard

Merge K Sorted Lists

Write a function that merges multiple sorted lists into a single sorted list.

merge sorting heap
+45 pts 40m
Data Structures & Algorithms medium

Delete duplicates sorted II

Given a sorted list, remove duplicates in place so each element appears at most twice, returning the new length.

arrays two-pointers in-place
+20 pts 20m
Data Structures & Algorithms medium

Accounts Merge

Given a list of accounts, merge those that share any email and return sorted accounts.

union-find graph sorting
+28 pts 30m
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
Math & Number Theory easy

Prime Factorization

Return a sorted list of prime factors of a positive integer, including repeated factors.

prime math loops
+10 pts 15m
Dynamic Programming easy

Shortest Unsorted Continuous Subarray

Given an array of integers, return the length of the shortest contiguous subarray whose sorting makes the whole array sorted.

arrays sorting two-pointers
+10 pts 15m
Graphs & Graph Algorithms medium

Alien Dictionary Order

Given a sorted list of words in an alien language, derive the order of its unique letters.

graph topological-sort string
+30 pts 30m
Greedy Algorithms hard

Patching Array

Given a sorted array of positive integers and a target n, find the minimum number of patches to make every number from 1 to n representable as a subset sum.

greedy arrays prefix-sums
+40 pts 30m
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 easy

Search Insert Position

Return the index where a target should be inserted into a sorted list to maintain order.

binary-search arrays searching
+10 pts 15m
Binary Search medium

Find Minimum in Rotated Sorted Array

Implement a function that finds the minimum element in a rotated sorted array of distinct integers in O(log n) time.

binary-search arrays rotation
+25 pts 30m
Binary Search hard

Median of Sorted Array BS

Implement a binary search algorithm to find the median of two sorted arrays efficiently.

binary-search arrays median
+45 pts 35m
Binary Search medium

Single Element in Sorted Array

Given a sorted array where every element appears exactly twice except one which appears once, return the single element.

binary-search array xor
+20 pts 25m
Binary Search easy

Upper Bound Binary Search

Write a function that returns the index of the first element greater than a target in a sorted list.

binary-search arrays searching
+8 pts 12m
Binary Search easy

Find Indices of Target in Sorted List

Given a sorted list and a target, return the indices of its first and last occurrence, or [-1, -1] if absent.

binary-search sorted range
+10 pts 10m
Binary Search medium

Rotated Array Search II

Implement a function to search for a target in a rotated sorted array with possible duplicates.

binary-search array search
+20 pts 20m
Binary Search hard

Kth Smallest in Sorted Matrix

Implement kth_smallest(matrix, k) to return the kth smallest element in a row- and column-sorted square matrix.

matrix binary-search heap
+40 pts 35m
Binary Search medium

Search 2D Matrix

Given a sorted 2D matrix with sorted rows and first element of each row greater than last of previous, find target efficiently.

binary search 2d matrix searching
+20 pts 25m

Showing 25–48 of 60 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.