Master Data Structures & Algorithms

Start your DSA journey with well-organized resources, problem sets, and visual guides to crack placements and coding interviews.

DSA Learning Roadmap

Follow this structured path to master Data Structures and Algorithms systematically.

Basics

  • Time & Space Complexity
  • Big-O Notation
  • Recursion
  • Basic Problem Solving

Arrays

  • 1D & 2D Arrays
  • Prefix Sum
  • Sliding Window
  • Binary Search
  • Two Pointers

Linked Lists

  • Singly & Doubly Linked
  • Circular Lists
  • Fast & Slow Pointers
  • Merge & Reverse Operations

Stacks & Queues

  • Implementation
  • Monotonic Stacks
  • Priority Queues
  • Deque Applications

Trees

  • Binary Trees
  • BST Operations
  • Tree Traversals
  • AVL & Red-Black Trees
  • Trie Data Structure

Graphs

  • Representation
  • BFS & DFS
  • Shortest Path Algorithms
  • Minimum Spanning Tree
  • Topological Sorting

Dynamic Programming

  • Memoization & Tabulation
  • 0/1 Knapsack
  • LCS & LIS
  • Matrix Chain Multiplication
  • DP on Trees & Graphs

Backtracking

  • N-Queens
  • Sudoku Solver
  • Subsets & Permutations
  • Combinatorial Problems

Greedy Algorithms

  • Activity Selection
  • Fractional Knapsack
  • Huffman Coding
  • Job Sequencing

DSA Topics

Explore all major data structures and algorithms with comprehensive resources

Binary Search

Efficient searching algorithm for sorted arrays

Easy
C++ Java Python JavaScript

Linked Lists

Linear data structure with dynamic memory allocation

Medium
C++ Java Python

Binary Trees

Hierarchical data structure with at most two children per node

Medium
C++ Java Python

Graph Algorithms

Representation and traversal of graph data structures

Hard

Dynamic Programming

Optimization technique using memoization and tabulation

Hard
C++ Java Python

Sorting Algorithms

Efficient ways to arrange data in specific order

Medium
C++ Java Python JavaScript

Practice Problems

Sharpen your skills with curated problems from top platforms

Two Sum

Easy LeetCode

Given an array of integers, return indices of the two numbers such that they add up to a specific target.

Solve Problem

Reverse Linked List

Easy GeeksforGeeks

Reverse a singly linked list in-place and return its new head.

Solve Problem

Merge Intervals

Medium LeetCode

Given a collection of intervals, merge all overlapping intervals.

Solve Problem

Word Break

Medium CodeStudio

Given a string and a dictionary of words, determine if the string can be segmented into space-separated words.

Solve Problem

Trapping Rain Water

Hard LeetCode

Given n non-negative integers representing an elevation map, compute how much water it can trap after raining.

Solve Problem

N-Queens

Hard GeeksforGeeks

The N-Queens puzzle is the problem of placing N chess queens on an N×N chessboard so that no two queens threaten each other.

Solve Problem

Video Tutorials

Learn from expert-curated video playlists