What you'll learn

Introduction to data structures

Algorithms

Arrays

Linked lists

Stack

Queues

Trees

Graphs

Searching

Sorting

Requirements

Basic knowledge of any programming language like C, C++, Java, Python

Description

DSA: Data structure and algorithms are very important parts of the software and web development careers. One must have thorough knowledge of DSA to stand out in an IT career. No matter which platform you work on or which language you prefer to code, DSA is a must-have knowledge to grow in the software field.This is the perfect course for people who want to learn DSA right from the beginning and become masters at the end of the course.This course is deigned for beginners and intermediates, this course will be perfect choice for the people who are new to data structures, here all topics are explained in detail from the scratch with suitable examples along with the possible programming code. To make it ease to learn for you, topics are explained using real world examples.Course overview.☞ Arrays☞ Linked List☞ Stacks☞ Pointers☞ Queues☞ Tree☞ Binary Tree☞ Binary Search Tree☞ AVL Tree☞ Graph☞ Set☞ Hash Table☞ Algorithms☞ Brute Force☞ Greedy☞ Recursive☞ Backtracking☞ Divide & Conquer☞ Dynamic Programming☞ Randomized☞ Bubble Sort☞ Quick Sort☞ Selection Sort☞ Insertion Sort☞ Heap Sort☞ Merge Sort☞ Counting Sort☞ Bucket Sort☞ Comb Sort☞ Hash Functions☞ AES☞ RSA☞ Problems & solutions on numbers, strings, arrays☞ Problems & solutions on stacks, trees, linked lists, queues☞ DSA MCQ

Overview

Section 1: Introduction

Lecture 1 Introduction to data structures

Lecture 2 Types of data structures

Lecture 3 Operation performed on data structures

Lecture 4 Advantages of data structures

Lecture 5 Basic terminology used in data structures

Lecture 6 Why data structures are needed?

Lecture 7 Classification of data structures

Lecture 8 Applications of data structures

Lecture 9 Algorithm definition & characteristics

Lecture 10 Data flow of algorithm

Lecture 11 Need of algorithms

Lecture 12 Real world example of algorithm

For beginners and Intermediates, willing to learn data structure and algorithms from scratch