BCA MCA Btech CS IT Channel

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DSA (Data Structures and Algorithms) with C++ 1. Introduction to DSA Importance of DSA Time and Space Complexity Asymptotic Notations (Big O, Theta, Omega) 2. Basics of C++ for DSA Input/Output, Variables, and Data Types Loops and Conditionals Functions and Recursion Pointers and Dynamic Memory Allocation 3. Arrays and Strings One-Dimensional and Multi-Dimensional Arrays Operations on Arrays (Searching, Sorting, Merging) Strings in C++ (STL string functions, Character Arrays) Sliding Window and Two-pointer Techniques 4. Linked List Singly Linked List (Insertion, Deletion, Reverse) Doubly Linked List Circular Linked List Floyd’s Cycle Detection Algorithm 5. Stacks and Queues Stack Implementation (Array & Linked List) Applications (Parentheses Matching, Infix to Postfix) Queue Implementation (Array & Linked List) Circular Queue and Deque Priority Queue and Heap (Min-Heap, Max-Heap) 6. Recursion and Backtracking Basics of Recursion Subset Generation, Permutations, and Combinations N-Queens Problem, Rat in a Maze Sudoku Solver, Word Search 7. Sorting Algorithms Bubble Sort, Selection Sort, Insertion Sort Merge Sort and Quick Sort Heap Sort, Counting Sort, and Radix Sort 8. Searching Algorithms Linear Search and Binary Search Exponential Search, Ternary Search Interpolation Search and Fibonacci Search 9. Hashing and Hash Tables Hash Functions and Collision Handling Open Addressing and Chaining Applications of Hashing (Anagram, Frequency Count) 10. Trees and Binary Trees Binary Tree Basics (Traversal: Inorder, Preorder, Postorder) Binary Search Tree (BST) Balanced BST (AVL Tree, Red-Black Tree) Segment Tree and Fenwick Tree 11. Graphs Graph Representation (Adjacency Matrix & List) BFS and DFS Topological Sorting Dijkstra’s and Floyd-Warshall Algorithm Minimum Spanning Tree (Prim’s & Kruskal’s) 12. Dynamic Programming (DP) Introduction to DP and Memoization Knapsack Problem Longest Common Subsequence (LCS) Matrix Chain Multiplication Fibonacci Using DP 13. Greedy Algorithms Introduction to Greedy Approach Huffman Coding Activity Selection Problem Fractional Knapsack 14. Bit Manipulation Bitwise Operators in C++ XOR-based Problems Counting Set Bits 15. Advanced Topics Tries (Prefix Tree) Disjoint Set Union (DSU) KMP Algorithm (Pattern Matching) Game Theory Basics

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