Data Structures & Algorithms
DSA Part-1
- Introduction to Data Structures
- Asymptotic Notations: Big-O, Omega, and Theta Notations
- Time Complexity and Space Complexity Analysis of Algorithms
- 1D Arrays: Memory Representation and Address Calculation
- 2D Arrays: Row-Major and Column-Major Order Formulas and Numericals
- Array Operations: Traversal, Insertion, and Deletion with Algorithms
- Sparse Matrix: Triplet Representation and Linked Representation
- String Operations, Memory Storage, and Pattern Matching Basics
- Linear Search Algorithm and Complexity Analysis
- Binary Search Algorithm (Iterative and Recursive)
- Bubble Sort Algorithm and Optimization
- Selection Sort Algorithm and Step-by-Step Trace
- Insertion Sort Algorithm and In-Place Analysis
- Merge Sort Algorithm (Divide and Conquer Approach)
- Quick Sort Algorithm and Partitioning Methods
- Counting Sort Algorithm (Non-Comparison Sorting)
- Radix Sort Algorithm and Bucket Distribution
DSA Part-2
- Singly Linked List: Concept and Memory Allocation
- Singly Linked List: Insertion Operations
- Singly Linked List: Deletion Operations
- Singly Linked List: Reversal and Search Operations
- Doubly Linked List: Node Structure and Traversal
- Doubly Linked List: Insertion and Deletion Operations
- Circular Singly Linked List: Concept and Operations
- Circular Doubly Linked List: Concept and Operations
- Header Linked List: Grounded and Circular Header Lists
- Polynomial Representation and Addition using Linked List
DSA Part-3
- Stack Data Structure: Array Implementation
- Stack Implementation using Linked List
- Infix, Prefix, and Postfix Notations
- Infix to Postfix Conversion using Stack
- Infix to Prefix Conversion using Stack
- Evaluation of Postfix Expression using Stack
- Recursion and System Stack (Tower of Hanoi)
- Linear Queue: Array Implementation and Operations
- Drawbacks of Linear Queue and Memory Wastage
- Circular Queue: Array Implementation and Condition Checks
- Queue Implementation using Linked List
- Double-Ended Queue (Deque): Input and Output-Restricted
- Priority Queue: Concept, Array and Heap Representation
DSA Part-4
- Tree Data Structure: Terminology and Basic Concepts
- Binary Trees: Types and Properties
- Binary Tree Traversals: Inorder, Preorder, and Postorder
- Level Order Traversal of Binary Tree
- Binary Search Tree (BST): Concept and Search Operation
- Binary Search Tree (BST): Insertion and Deletion Operations
- AVL Tree: Concept and Balance Factor
- AVL Tree Rotations: LL, RR, LR, and RL Rotations
- Binary Heap: Min-Heap and Max-Heap Properties
- Heap Operations: Heapify, Insertion, and Deletion
- B-Tree: Properties, Structure, and Insertion
- B+ Tree: Structure and Comparison with B-Tree
DSA Part-5
- Graph Data Structure: Terminology and Types
- Graph Representation: Adjacency Matrix and Adjacency List
- Breadth First Search (BFS) Algorithm for Graphs
- Depth First Search (DFS) Algorithm for Graphs
- Hashing: Hash Tables and Hash Functions
- Collision Resolution: Open Addressing Techniques
- Collision Resolution: Separate Chaining Method
Singly Linked List: Deletion Operations
Singly linked list me kisi node ko delete karte waqt do cheezein essential hoti hain: pointers ko accurately reconnect karna taaki list unbroken rahe, aur C me free() function call karke us node ki memory ko heap me release karna taaki Memory Leak na ho.
1. Deletion from Beginning – O(1)
DELETE_FIRST(HEAD)
1. If HEAD == NULL then:
Print "List Underflow! Empty list."
Return NULL
2. Set temp = HEAD
3. Set HEAD = HEAD->next
4. Free(temp)
5. Return HEAD
2. Deletion from End – O(n)
Aakhiri node ko delete karne ke liye second-last node tak traverse karna padta hai taaki uske next pointer ko NULL kiya ja sake:
List: [ 10 ] ---> [ 20 ] ---> [ 30 ] ---> NULL
^ prev ^ temp (Last node)
prev->next = NULL;
free(temp);
New List: [ 10 ] ---> [ 20 ] ---> NULL
3. Deletion by Key Value – O(n)
DELETE_BY_KEY(HEAD, KEY)
1. If HEAD == NULL: Return NULL
2. If HEAD->data == KEY:
temp = HEAD; HEAD = HEAD->next; free(temp); Return HEAD
3. Set curr = HEAD, prev = NULL
4. While curr != NULL and curr->data != KEY:
prev = curr; curr = curr->next
5. If curr == NULL: Print "Key not found!"; Return HEAD
6. prev->next = curr->next
7. Free(curr)
8. Return HEAD
Agli post me hum cover karenge Singly Linked List: Reversal and Search Operations.