🌱 Beginner DSA Roadmap

Start your DSA journey from scratch! This roadmap covers all fundamental concepts you need to crack coding interviews at top tech companies. Follow the steps in order for best results.

📊 Estimated Completion: 8-12 Weeks

1. Programming Fundamentals

Variables, Data Types, Loops, Conditionals, Functions, OOP basics

Easy
⏱️ Estimated: 1 week

2. Time & Space Complexity

Big O Notation, Best/Average/Worst Case, O(1), O(n), O(log n), O(n²)

Easy
⏱️ Estimated: 3-4 days

3. Arrays

Array operations, Two Pointers, Sliding Window, Prefix Sum, Kadane's Algorithm

Easy
⏱️ Estimated: 1 week

4. Strings

String manipulation, Palindrome, Anagram, Pattern Matching, Sliding Window

Easy
⏱️ Estimated: 5-6 days

5. Searching Algorithms

Linear Search, Binary Search, Search in Rotated Array, First/Last Position

Easy
⏱️ Estimated: 4-5 days

6. Sorting Algorithms

Bubble Sort, Selection Sort, Insertion Sort, Merge Sort, Quick Sort

Medium
⏱️ Estimated: 1 week

7. Hashing

Hash Maps, Hash Sets, Frequency Counting, Two Sum Pattern

Medium
⏱️ Estimated: 4-5 days

8. Recursion

Base Cases, Recursive Thinking, Fibonacci, Factorial, Tower of Hanoi

Medium
⏱️ Estimated: 1 week

9. Stacks & Queues

Stack Operations, Queue, Valid Parentheses, Next Greater Element

Medium
⏱️ Estimated: 5-6 days

10. Practice & Interview Prep

Solve 50+ Easy problems on LeetCode, Focus on patterns, Mock interviews

Medium
⏱️ Estimated: 2 weeks
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