Data structures & Algorithms

Data Structures and Algorithms

In computer science, a data structure is a data organization, management, and storage format that is usually chosen for efficient access to data.More precisely, a data structure is a collection of data values, the relationships among them, and the functions or operations that can be applied to the data,i.e., it is an algebraic structure about data. And, an algorithm is a collection of steps to solve a particular problem.

Algorithms + Data Structures = Programs is a 1976 book written by Niklaus Wirth covering some of the fundamental topics of computer programming, particularly that algorithms and data structures are inherently related.

Content Video

DATA STRUCTURES & ALGORITHMS
- Data Structures
  - Required Setup
  - Introduction Data Structure
    - Data Structure
    - Stack Vs Heap
    - Physical Vs Logical Data Structure
    - ADT
    - Time & Space Complexity
  - Recursion
    - Generalising
    - Stack use & Example
    - Fibonacci
    - Tower Hanoi
  - Array
    - Static Vs Dynamic Array
    - 2D/3D Array
- Algorithms
  - Introduction
    - How to write & Analyze Algorithm
    - Time & Space Complexity
  - Divide & Conquer
    - Master theorem
    - Recursive tree traversal
    - Recursive Vs Tower of Hanoi

Coding

CODING DATA STRUCTURES & ALGORITHMS
- RECURSION
- ARRAY
- MATRIX
- LINKED LIST
- STACK
- QUEUES
- TREE
- HEAP
- SORTING TECHNIQUES
- HASHING
- GRAPHS

Syllabus Of Data Structure & Algorithm

Unit	Details Contents
Unit -I	Introduction to Data Structures Data Structure Stack & Heap Allocation physical & logical data structure Time space complexity Algorithm Recursion
Unit -II	Arrays, Pointers and Strings Introduction to Arrays Pointers Strings & Library Function
Unit -III	Stacks and Queue Introduction to Stack Operations & Implementations of Stack Queue Opearations & Implementations of Queue Types of Queues
Unit -IV	Linked Lists and Tree Introduction to Linked List Types of Linked List Linked List Implementation Introduction to Tree Tree Traversal AVL Tree B & B+ Tree
Unit -V	Graphs, Searching, Sorting and Hashing Graphs Eulerian path Hamiltonian path Planar Graph Searching Sorting Hashing
Unit -VI	Algorithms Introduction Brute Force Algorithms Recursive Algorithm Backtracking Divide and Conquer Algorithm(LCS) Dynamic programming Greedy algorithm Randomized Algorithm
Unit -VII	Important Algorithms Prim's Algorithm Kruskal's Algorithm Dijkastra Algorithm Bellman Ford Algorithm Floyd Warshall Algorithm Travelling salesman problem A Star Algorithm AO Star Algorithm Hill Climbing Breadth First Search Depth First Search Mini-max Algorithm Alpha-beta pruning Hamiltonian path Ford fulkerson algorithm-Max Flow Travelling Salesman Problem Huffman coding greedy algorithm Kanpsak problem dynamic algorithm Linear Programming Problem Master theorem

Data Structures & Algorithms

Data Structures and Algorithms

Content Video

Coding

Syllabus Of Data Structure & Algorithm

INTRODUCTION

ONLINE TOPICS

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