Practice Arena

Python Coding Challenges

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925 challenges 556 easy 323 medium 46 hard
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 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
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
Greedy Algorithms medium

Painter Partition Problem

Given board lengths and k painters, find the minimum possible maximum total length a painter must paint.

binary-search greedy array-partitioning
+20 pts 25m
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 medium

Ternary Search

Implement ternary search to locate the maximum of a discrete unimodal function.

ternary-search binary-search unimodal
+25 pts 30m
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 medium

Koko Eating Bananas

Given piles of bananas and hours, find the minimum integer eating speed Koko needs to finish all piles within H hours.

binary-search arrays search
+25 pts 30m
Binary Search medium

Capacity to Ship Packages

Given package weights and days allowed, compute the smallest ship capacity that can deliver all packages in order within the given days.

binary-search greedy arrays
+30 pts 25m
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 medium

Find in Mountain Array

Implement a function to search for a target value in a mountain array using binary search.

binary-search bitonic-array array-traversal
+25 pts 25m
Binary Search medium

Maximum Running Time of n Computers

Use binary search to maximize the running time for n computers with batteries.

binary-search greedy array
+30 pts 30m
Binary Search medium

Magnetic Force Packages

Given basket positions and k balls, find the largest possible minimum distance between any two balls.

binary-search greedy array
+30 pts 30m
Binary Search medium

Minimum Speed to Arrive on Time

Given commute distances and a time limit, compute the minimum integer speed so you arrive on time.

binary-search simulation math
+25 pts 30m
Binary Search medium

Binary Search on Answer: Find the Minimal Maximum Subarray Sum

Implement a function that finds the minimal possible maximum subarray sum when splitting an array into at most k contiguous subarrays.

binary-search arrays greedy
+25 pts 25m
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 medium

Book Allocation: Minimize Maximum Pages

Implement a function that returns the minimized maximum pages when allocating a list of books to k students.

binary-search greedy arrays
+30 pts 30m
Binary Search medium

Minimum Days to Make Bouquets

Given bloomDay per flower, find the minimum day to make m bouquets each needing k adjacent flowers.

binary-search array search
+25 pts 20m
Binary Search medium

Nth Magical Number

Given three integers n, a, b, return the nth positive integer that is divisible by either a or b.

binary-search math counting
+25 pts 25m
Binary Search medium

Find k Closest Elements to Target

Return exactly k elements from a sorted list that are closest to a given target, preserving order.

binary-search sorting two-pointers
+20 pts 20m
Binary Search medium

Minimum Limit of Balls in a Bag

Given an array of bag sizes and a number of allowed splits, find the minimum possible maximum bag size.

binary-search arrays optimization
+25 pts 25m
Matrix & 2D Arrays medium

Search a 2D Matrix II

Implement an efficient search for a target in a matrix where each row and each column is sorted in ascending order.

matrix binary-search search
+20 pts 20m

Showing 1–23 of 23 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.