Data Structures & Algorithms Roadmap
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1 Fundamentals
Pick a Language
Algorithmic Complexity
Asymptotic Notation
Time vs. Space Complexity
2 Linear Data Structures
Array
Linked Lists
Stacks
Queues
3 Non-Linear Data Structures
Hash Tables
Binary Trees
Binary Search Trees
Heaps
4 Graphs
Graph Representation
Graph Traversal
Shortest Path Algorithms
Minimum Spanning Tree
5 Sorting & Searching
Basic Sorting Algorithms
Efficient Sorting Algorithms
Searching Algorithms
6 Algorithmic Paradigms
Greedy Algorithms
Divide and Conquer
Dynamic Programming
Backtracking
7 Advanced Data Structures
Trie
Segment Trees
Fenwick Trees
Disjoint Set Union (DSU)
8 Problem Solving Techniques
Two Pointers Technique
Sliding Window Technique
Recursion
Practice, Practice, Practice