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IT & Software Other IT & Software Algorithms

Data Structures and Algorithms for Beginners

This course explains how data structures and algorithms work with ANIMATIONS. Animation is the best way to understand it
Rating: 4.5 out of 54.5 (298 ratings)
14,349 students
Created by Elshad Karimov
Last updated 12/2020
English
English [Auto]
30-Day Money-Back Guarantee

What you'll learn

  • Data Structures
  • Algorithms
  • How data structures and algorithms work
  • The logic behind data structures and algoritms

Requirements

  • Basic programming knowledge regardless of programming language

Description

This course explains the logic behind the data structures and algorithms. By using animation of objects essential data structures and algorithms are explained. Regardless of knowledge level of programming, this course is for EVERYONE including NON PROGRAMMERS  who want to understand the logic behind the data structures and algorithms. There is not programming code in this course. The best education practices show that learning things with visualization is the best way to understand it. So here I explained data structures and algorithms with visualization.

Topics Include.

Part I - Data Structures

  • Arrays

  • Lists

  • Linked Lists

  • Stack

  • Queue

  • Hast Tables

  • Heaps

  • Binary Search Trees

Part II - Algorithms

  • Bubble Sort

  • Selection Sort

  • Insertion Sort

  • Merge Sort

  • Quick Sort

  • K means

  • Linear Search

  • Binary Search

  • Breadth First Search

  • Depth First Search

  • Dijkstra’s Algorithm

Who this course is for:

  • Everyone who wants to understand data structures and algorithms and pass the interviews

Course content

7 sections • 32 lectures • 2h 36m total length

  • Preview03:34
  • What is an algorithm?
    04:00
  • Why are Data Structures and Algorithms important?
    04:17
  • Types of Data Structures
    03:16
  • Types of Algorithms
    04:40

  • What is Recursion?
    03:41
  • Why we need Recursion?
    03:41
  • Big O
    03:56
  • Big O Big Theta Big Omega
    09:18

  • Preview08:13
  • Preview02:23
  • Stacks
    02:38
  • Queues
    02:21
  • Hash Tables
    09:10
  • Heaps
    02:58
  • Binary Search Trees
    05:17

  • Bubble Sort
    06:27
  • Selection Sort
    03:48
  • Insertion Sort
    04:23
  • Preview02:55
  • Quick Sort
    08:33

  • K-means
    04:56

  • Preview02:53
  • Binary Search
    02:19

  • What is a Graph?
    03:42
  • Graph Terminology
    05:19
  • Types of Graph
    05:52
  • Graph Representation
    07:49
  • Breadth First Search
    07:42
  • Depth First Search
    07:05
  • BFS vs DFS
    03:43
  • Dijkstra's Algorithm
    05:45

Instructor

Elshad Karimov
Software Developer
Elshad Karimov
  • 4.5 Instructor Rating
  • 690 Reviews
  • 26,002 Students
  • 3 Courses

I am Elshad Karimov and I am a Software Developer, online instructor , blogger and author of book, Data Structures and Algorithms in Swift. I have more than 10 years of software development experience with a solid background in iOS development and Game Development as well as Oracle PL/SQL, Java and Python. I worked in several companies and developed several extensions for financial and billing softwares. I have developed two games using Unity and I have more than 10 iOS Applications available on Appstore.

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