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DSA Interview Preparation: Must-Solve Problems by Topic

A curated list of must-solve Data Structures and Algorithms problems organized by topic. Master these to ace your coding interviews.

December 30, 2025
DSA Interview Preparation: Must-Solve Problems by Topic

Arrays and Strings

Must-Solve Problems

  • Two Sum
  • Best Time to Buy and Sell Stock
  • Longest Substring Without Repeating Characters
  • Container With Most Water
  • 3Sum
  • Merge Intervals
  • Product of Array Except Self

Linked Lists

Must-Solve Problems

  • Reverse Linked List
  • Merge Two Sorted Lists
  • Linked List Cycle
  • Remove Nth Node From End
  • Add Two Numbers

Trees

Must-Solve Problems

  • Maximum Depth of Binary Tree
  • Same Tree
  • Invert Binary Tree
  • Binary Tree Level Order Traversal
  • Validate Binary Search Tree
  • Lowest Common Ancestor

Graphs

Must-Solve Problems

  • Number of Islands
  • Clone Graph
  • Course Schedule
  • Word Ladder
  • Network Delay Time

Dynamic Programming

Must-Solve Problems

  • Climbing Stairs
  • House Robber
  • Longest Increasing Subsequence
  • Coin Change
  • Edit Distance
  • Longest Common Subsequence

Greedy Algorithms

Must-Solve Problems

  • Jump Game
  • Gas Station
  • Non-overlapping Intervals
  • Partition Labels

Backtracking

Must-Solve Problems

  • Combination Sum
  • Permutations
  • N-Queens
  • Word Search

Study Strategy

  1. Solve each problem yourself first
  2. Understand the approach and time/space complexity
  3. Practice similar problems
  4. Review and revise regularly

Conclusion

Mastering these problems will give you a strong foundation for coding interviews. Focus on understanding patterns, not just memorizing solutions.

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