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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
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
- Solve each problem yourself first
- Understand the approach and time/space complexity
- Practice similar problems
- 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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