Data Structures and Algorithms for Beginners

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size548.7 MB
  • Uploaded ByCourseRecap
  • Downloads162
  • Last checkedJun. 13th '21
  • Date uploadedJun. 10th '21
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Infohash : A17728CDFE2E8CF0D43786041EC5EC0DC0152DCB

Data Structures and Algorithms for Beginners



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

Files:

Data Structures and Algorithms for Beginners Data Structures and Algorithms for Beginners 2. Recursion and Big O
  • 1. What is Recursion.mp4 (45.2 MB)
  • 1. What is Recursion.srt (7.9 KB)
  • 2. Why we need Recursion.mp4 (11.3 MB)
  • 2. Why we need Recursion.srt (4.7 KB)
  • 3. Big O.mp4 (16.1 MB)
  • 3. Big O.srt (4.3 KB)
  • 4. Big O Big Theta Big Omega.mp4 (34.9 MB)
  • 4. Big O Big Theta Big Omega.srt (11.1 KB)
  • READ_ME.txt (0.4 KB)
    • 1. Intorduction
    • 1. What are data Structures.mp4 (18.2 MB)
    • 1. What are data Structures.srt (4.7 KB)
    • 2. What is an algorithm.mp4 (21.1 MB)
    • 2. What is an algorithm.srt (4.8 KB)
    • 3. Why are Data Structures and Algorithms important.mp4 (25.8 MB)
    • 3. Why are Data Structures and Algorithms important.srt (5.2 KB)
    • 4. Types of Data Structures.mp4 (8.4 MB)
    • 4. Types of Data Structures.srt (3.9 KB)
    • 5. Types of Algorithms.mp4 (12.1 MB)
    • 5. Types of Algorithms.srt (6.1 KB)
    • READ_ME.txt (0.4 KB)
    3. Data Structures
    • 1. Arrays.mp4 (33.5 MB)
    • 1. Arrays.srt (9.5 KB)
    • 2. Lists.mp4 (5.0 MB)
    • 2. Lists.srt (2.9 KB)
    • 3. Stacks.mp4 (7.1 MB)
    • 3. Stacks.srt (3.0 KB)
    • 4. Queues.mp4 (6.3 MB)
    • 4. Queues.srt (2.9 KB)
    • 5. Hash Tables.mp4 (21.3 MB)
    • 5. Hash Tables.srt (9.6 KB)
    • 6. Heaps.mp4 (6.8 MB)
    • 6. Heaps.srt (3.3 KB)
    • 7. Binary Search Trees.mp4 (14.5 MB)
    • 7. Binary Search Trees.srt (5.9 KB)
    4. Sort Algorithms
    • 1. Bubble Sort.mp4 (12.9 MB)
    • 1. Bubble Sort.srt (7.8 KB)
    • 2. Selection Sort.mp4 (8.2 MB)
    • 2. Selection Sort.srt (4.0 KB)
    • 3. Insertion Sort.mp4 (8.4 MB)
    • 3. Insertion Sort.srt (4.9 KB)
    • 4. Merge Sort.mp4 (6.5 MB)
    • 4. Merge Sort.srt (3.0 KB)
    • 5. Quick Sort.mp4 (15.8 MB)
    • 5. Quick Sort.srt (9.0 KB)
    5. Clustering Algorithms
    • 1. K-means.mp4 (13.8 MB)
    • 1. K-means.srt (5.6 KB)
    6. Search Algorithms
    • 1. Linear Search.mp4 (6.4 MB)
    • 1. Linear Search.srt (3.3 KB)
    • 2. Binary Search.mp4 (4.7 MB)
    • 2. Binary Search.srt (2.5 KB)
    7. Graph Algorithms
    • 1. What is a Graph.mp4 (24.9 MB)
    • 1. What is a Graph.srt (5.2 KB)
    • 2. Graph Terminology.mp4 (24.3 MB)
    • 2. Graph Terminology.srt (7.7 KB)
    • 3. Types of Graph.mp4 (18.6 MB)
    • 3. Types of Graph.srt (8.4 KB)
    • 4. Graph Representation.mp4 (30.2 MB)
    • 4. Graph Representation.srt (11.6 KB)
    • 5. Breadth First Search.mp4 (30.1 MB)
    • 5. Breadth First Search.srt (10.8 KB)
    • 6. Depth First Search.mp4 (27.8 MB)
    • 6. Depth First Search.srt (9.5 KB)
    • 7. BFS vs DFS.mp4 (12.7 MB)
    • 7. BFS vs DFS.srt (5.2 KB)
    • 8. Dijkstra's Algorithm.mp4 (15.6 MB)
    • 8. Dijkstra's Algorithm.srt (6.0 KB)
    • READ_ME.txt (0.4 KB)

Code:

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