AI Interview

DSA Interview - Intermediate Level

For developers with 2-4 years of DSA experience. Master trees, graphs, dynamic programming, heaps, and efficient algorithms.

30-35 minutes

2-4 years of DSA experience

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Who is this for?

  • Mid-level developers

  • Those preparing for FAANG interviews

  • Developers with DSA foundation

  • CS grads with some experience

What you'll practice

  • Tree traversals and operations

  • Graph algorithms (BFS, DFS)

  • Dynamic programming basics

  • Using heaps and priority queues

  • Advanced hash table problems

  • Optimizing solutions

Topics covered

Trees

  • Binary trees

  • BST

  • Tree traversals

  • Tree problems

Graphs

  • Graph representation

  • BFS

  • DFS

  • Basic graph problems

Dynamic Programming

  • DP basics

  • Memoization

  • Tabulation

  • Common DP patterns

Advanced Structures

  • Heaps

  • Priority queues

  • Hash tables

  • Linked lists

Example questions

Q:

Implement BFS and DFS

Q:

Find the lowest common ancestor in a binary tree

Q:

Solve the climbing stairs problem (DP)

Q:

Implement a min heap

Q:

Detect a cycle in a linked list

Q:

Find the kth largest element

Preparation tips

  • Master tree traversals

  • Practice graph algorithms

  • Learn DP patterns

  • Understand heaps

  • Solve LeetCode Medium

  • Analyze time/space complexity

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