Data Structures & Algorithms

About Course

A data structure is a named location that can be used to store and organize data. And, an algorithm is a collection of steps to solve a particular problem. Learning data structures and algorithms allow us to write efficient and optimized computer programs.

Course Content

Queue, Stack, Linked List

Introduction to Queue

03:20
Queue Types

05:55
Introduction to stack and its operations

02:42
Linked list types and operations (Deletion and Insertion)

03:37

Graph Theory

Trees

Heap Data Structure

Searching Algorithms

Sorting Algorithms

Merege Sort – Part One (Introduction, Example, Implementation)

06:17
Merge Sort – Part Two (Example, Implementation)

04:57
Quick Sort (Introduction, Example, Implementation)

15:53
Heap Sort (Introduction, Example, Implementation)

14:03
Bubble Sort (Introduction, Example, Implementation)

09:05
Selection Sort (Introduction, Example, Implementation)

08:31
Insertion Sort (Introduction, Example, Implementation)

06:46
Counting Sort Introduction

07:20
Counting Sort (Example, Implementation)

04:37
Radix Sort Introduction

02:32
Radix Sort (Example, Implementation)

10:13
Bucket Sort (Introduction, Example, Implementation)

07:17

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About Course

What Will You Learn?

Course Content

Queue, Stack, Linked List

Introduction to Queue

Queue Types

Introduction to stack and its operations

Linked list types and operations (Deletion and Insertion)

Graph Theory

Introduction to Graph – Graph Types

Graph Representation

Spanning Tree and Minimum Spanning Tree

Kruskal’s Algorithm (Minimum Spanning Tree)

Prim’s Algorithm (Minimum Spanning Tree)

Depth First Search And Breadth First Search (Graph Traversal)

Trees

Introduction to Tree

Tree Traversal (Preorder-Inorder-Postorder)

Binary Tree

Binary Search Tree (BST) – Introduction and Operations

Heap Data Structure

Binary Search Tree (BST) – Introduction and Operations

Array Representation of Heap

Heap Creation (Top-down and Bottom-up)

Heap Deletion and Insertion

Searching Algorithms

Binary Search Introduction

Binary Search Implementation

Linear Search Introduction

Linear Search Implementation

Sorting Algorithms

Merege Sort – Part One (Introduction, Example, Implementation)

Merge Sort – Part Two (Example, Implementation)

Quick Sort (Introduction, Example, Implementation)

Heap Sort (Introduction, Example, Implementation)

Bubble Sort (Introduction, Example, Implementation)

Selection Sort (Introduction, Example, Implementation)

Insertion Sort (Introduction, Example, Implementation)

Counting Sort Introduction

Counting Sort (Example, Implementation)

Radix Sort Introduction

Radix Sort (Example, Implementation)

Bucket Sort (Introduction, Example, Implementation)

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