Roadmap for DSA

Introduction to Data Structures:
Understand the purpose and types of data structures. Pointers, Structures, Functions, Dynamic Memory Allocation & Recursion.

Sorting Algorithms : Bubble Sort, Insertion Sort, Selection Sort, Merge Sort, Quick Sort, Heap Sort.
Searching Algorithms: Linear Search for unsorted data, Binary Search for sorted data.

Array-Based Data Structures, Linked Lists, Matrix Operations, Dynamic Arrays, Hash Tables

Introduction to Trees: Understand binary tree concepts and their representations. Learn and practice binary tree traversal (preorder, inorder, postorder).
Advanced Tree Structures, Heaps

Graph Representation and Management: Learn the fundamentals of graph representation.
Graph Traversal Algorithms:BFS , DFS .
Shortest Path Algorithms: Dijkstra’s Algorithm, Bellman-Ford Algorithm .
Minimum Spanning Tree: Prim’s Algorithm, Kruskal’s Algorithm.

Divide and Conquer, Greedy Algorithms, Dynamic Programming (DP), Backtracking