Data Structures and Algorithms (DSA) with C++

Module 1: Introduction to DSA & C++ Basics

• Importance of data structures and algorithms
• Review of C++ basics for DSA
• Time and space complexity overview

Module 2: Arrays

• One-dimensional and multi-dimensional arrays
• Array operations (insertion, deletion, traversal)
• Applications of arrays

Module 3: Strings

• String handling in C++
• Common string operations
• String algorithms basics

Module 4: Recursion

• Concept of recursion
• Recursive functions
• Applications of recursion

Module 5: Searching Algorithms

• Linear search
• Binary search
• Performance analysis

Module 6: Sorting Algorithms

• Bubble, selection, and insertion sort
• Merge sort and quick sort
• Comparison of sorting techniques

Module 7: Linked Lists

• Singly and doubly linked lists
• Operations on linked lists
• Applications of linked lists

Module 8: Stack & Queue

• Stack operations and applications
• Queue, circular queue, and deque
• Implementation using arrays and linked lists

Module 9: Trees

• Binary trees and binary search trees
• Tree traversals (inorder, preorder, postorder)
• Applications of trees

Module 10: Graphs

• Graph representation (adjacency matrix & list)
• Graph traversal (BFS, DFS)
• Applications of graphs

Module 11: Hashing

• Hash tables and hash functions
• Collision handling techniques
• Applications of hashing

Module 12: Greedy & Dynamic Programming

• Greedy algorithms basics
• Dynamic programming concepts
• Classic DP problems

Module 13: Project

• Implementation of DSA problems using C++
• Algorithm optimization and analysis
• Practical problem-solving project