Data Structures and Algorithms Roadmap
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1Introduction
Concepts of Algorithm & DS
Evaluation Criteria
Big-O, Big-Ω, Big-Θ Notation
2Basic Data Structures
2.1. Array
2.2. Linked List
2.3. Stack
2.4. Queue
2.5. Hash Table
3Trees
3.1. Binary Tree
3.2. Binary Search Tree (BST)
3.3. Balanced Trees
3.4. Heap
3.5. Trie
4Graphs
Concepts and Representation
Graph Traversal: BFS, DFS
Graph Algorithms
5Searching Algorithms
Linear Search
Binary Search
6Sorting Algorithms
Simple Sorts
Advanced Sorts
Radix Sort, Counting Sort
7Algorithm Design Techniques
Divide and Conquer
Dynamic Programming
Greedy
Backtracking
Branch and Bound
8Real-world Applications
Real-world Applications