Practice Arena

Python Coding Challenges

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925 challenges 556 easy 323 medium 46 hard
Lists & Arrays easy

Running Total Window

Implement a function that returns a list of running totals, resetting to zero after each positive sum.

running-total sliding-window arrays
+8 pts 10m
Lists & Arrays easy

Normalize Array to Zero-One Range

Implement a function that normalizes a list of numbers to the range [0,1] using min-max scaling.

arrays normalization scaling
+8 pts 12m
Lists & Arrays easy

Boolean Mask Filter

Write a function that filters a list using a boolean mask and returns the matching elements as a list.

mask filter list
+8 pts 10m
Lists & Arrays easy

Flatten Multidimensional Lists

Write a function that flattens arbitrarily nested lists of integers into a single list.

recursion nested-lists flatten
+10 pts 15m
Lists & Arrays easy

Concatenate Horizontally

Write a function that horizontally concatenates two 2D lists into a new 2D list.

lists concatenation matrix
+8 pts 10m
Lists & Arrays easy

Rolling Window Mean

Given a list of numbers and a window size k, return a list of the means of every contiguous subarray of length k.

sliding-window lists averaging
+10 pts 12m
Lists & Arrays easy

Linear Interpolation Array

Given an array with some None values, replace them by linear interpolation between the nearest known values.

arrays interpolation math
+8 pts 12m
Lists & Arrays easy

One Hot Encode Labels

Given a list of categorical labels, return a list of one-hot encoded vectors based on the sort order of unique labels.

lists encoding matrices
+10 pts 10m
Lists & Arrays medium

Convolve 1D Signal

Write a function that computes the 1D convolution of two lists in 'full' mode.

convolution arrays sliding-window
+20 pts 20m
Lists & Arrays easy

Average Salary by Department

Given a list of employee tuples (name, department, salary), return a dictionary mapping each department to its average salary.

averages dictionaries lists
+10 pts 15m
Lists & Arrays easy

Pad array edges

Implement a function that pads a list on both ends with a given value to a specified total length.

lists padding slicing
+7 pts 10m
Dicts & Sets easy

List intersection

Return the sorted list of elements common to both lists.

sets intersection
+8 pts 8m
Dicts & Sets easy

Most frequent element

Return the element that appears most often in a list.

counter dict
+8 pts 8m
Dicts & Sets easy

Are two lists the same multiset

Write a function that checks if two lists contain the same elements with the same multiplicities, ignoring order.

multiset dictionary counting
+10 pts 10m
Dicts & Sets easy

Group names by first letter

Given a list of names, return a dictionary mapping each first letter to all names starting with that letter in original order.

dictionaries strings grouping
+10 pts 10m
Dicts & Sets easy

Keys Sorted by Value Descending

Given a dictionary mapping strings to integers, return a list of keys sorted by value descending, and when values tie, alphabetically ascending.

sorting dictionaries ordering
+8 pts 10m
Dicts & Sets easy

Anagram Dictionary Groups Lite

Group a list of words into anagrams using a dictionary keyed by sorted characters.

dicts strings anagrams
+10 pts 15m
Dicts & Sets easy

Union of Many Sets

Implement a function that takes any number of sets and returns a sorted list of their union.

sets union flatten
+10 pts 10m
Dicts & Sets easy

Mode of a list via counting

Implement a function that returns the mode of a list, resolving ties by the element that appears first.

counting dictionaries mode
+10 pts 15m
Dicts & Sets easy

Values that appear once

Return a list of numbers that appear exactly once in the input list, in original order.

counting filtering order
+10 pts 15m
Dicts & Sets easy

Anagram Groups by Size

Group a list of words into anagram groups and return them sorted by group size and lexicographically.

dicts sets sorting
+10 pts 10m
Dicts & Sets easy

Top K Frequent Words

Given a list of words, return the k most frequent words sorted by frequency (descending) and then alphabetically.

dictionary sorting frequency
+10 pts 15m
Dicts & Sets easy

Sort by frequency

Sort a list by element frequency descending, with ties broken by order of first occurrence.

sorting frequency dictionaries
+10 pts 15m
Dicts & Sets easy

Set intersection size

Count how many distinct values appear in both of two given lists.

sets intersection counting
+5 pts 8m

Showing 97–120 of 273 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.