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Graphs Data Structures Algorithms Course

Track :

Programming

Lessons no : 33

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What will you learn in this course?
  • Understand different types of graphs including directed, undirected, weighted, and unweighted graphs for real-world applications
  • Implement graph traversal algorithms such as BFS and DFS to solve complex problems efficiently
  • Apply shortest path algorithms like Dijkstra’s and Bellman-Ford for network routing and navigation systems
  • Analyze graph algorithms to determine their time and space complexity for optimized performance
  • Design and implement algorithms for minimum spanning trees using Prim’s and Kruskal’s methods
  • Utilize graph algorithms to solve problems in social networks, transportation, and data analysis
  • Identify and resolve common challenges in graph data structures such as cycles, connectivity, and bipartiteness
  • Develop skills to model real-world systems using graphs for effective data representation and problem-solving
  • Evaluate the suitability of different graph algorithms for specific scenarios and datasets
  • Enhance problem-solving skills by applying graph algorithms to complex, real-world data structures

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  • Watch at least 50% of Lesson Duration
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  • The Certificate is free !
Lessons | 33
Introduction to Graphs | Types of Graphs | Data Structures
00:32:24

Introduction to Graphs | Types of Graphs | Data Structures
Graph Representation in Data Structure | C Java Python3
00:36:48

Graph Representation in Data Structure | C Java Python3
Breadth First Search in Data Structure | Graph Traversal | BFS Algorithm | C Java Python
00:35:16

Breadth First Search in Data Structure | Graph Traversal | BFS Algorithm | C Java Python
Depth First Search in Data Structure | Graph Traversal | DFS Algorithm | C Java Python
00:25:58

Depth First Search in Data Structure | Graph Traversal | DFS Algorithm | C Java Python
Applications of BFS and DFS | Graph Traversals
00:15:28

Applications of BFS and DFS | Graph Traversals
Iterative Depth First Search in Data Structure | DFS Iterative | C Java Python
00:15:26

Iterative Depth First Search in Data Structure | DFS Iterative | C Java Python
Pre and Post visited Times in DFS | Graphs | Pre and Post numbers
00:13:26

Pre and Post visited Times in DFS | Graphs | Pre and Post numbers
DFS Types of Edges | Edge Classification | Tree Edge Back Edge Forward Edge Cross Edge
00:14:41

DFS Types of Edges | Edge Classification | Tree Edge Back Edge Forward Edge Cross Edge
Detect Cycle in Directed Graph | Cycle Detection Algorithm
00:13:50

Detect Cycle in Directed Graph | Cycle Detection Algorithm
Detect Cycle in Undirected Graph | Cycle Detection Algorithm
00:17:57

Detect Cycle in Undirected Graph | Cycle Detection Algorithm
Topological Sort Algorithm | Topological Sorting in Graph
00:19:22

Topological Sort Algorithm | Topological Sorting in Graph
Kosaraju Algorithm | Strongly Connected Components
00:29:52

Kosaraju Algorithm | Strongly Connected Components
Binary Tree Level Order Traversal ii | LeetCode 107 | C Java Python
00:16:38

Binary Tree Level Order Traversal ii | LeetCode 107 | C Java Python
LeetCode 30 day Challenge | Day 17 | Number of Islands C Java Python | LeetCode 200
00:24:13

LeetCode 30 day Challenge | Day 17 | Number of Islands C Java Python | LeetCode 200
LeetCode 30 day Challenge | Day 18 | Minimum Path Sum C Java Python | LeetCode 64
00:17:50

LeetCode 30 day Challenge | Day 18 | Minimum Path Sum C Java Python | LeetCode 64
Surrounded Regions | LeetCode 130 | C Java Python
00:21:20

Surrounded Regions | LeetCode 130 | C Java Python
Course Schedule | LeetCode 207 | Cycle in Directed Graph | C Java Python
00:29:57

Course Schedule | LeetCode 207 | Cycle in Directed Graph | C Java Python
Course Schedule II | LeetCode 210 | C Java Python
00:21:58

Course Schedule II | LeetCode 210 | C Java Python
Dijkstra Algorithm | Shortest Path
00:20:35

Dijkstra Algorithm | Shortest Path
Cheapest Flights Within K Stops | LeetCode 787 | C Java Python
00:26:24

Cheapest Flights Within K Stops | LeetCode 787 | C Java Python
Reconstruct Itinerary | LeetCode 332 | C Java Python
00:35:12

Reconstruct Itinerary | LeetCode 332 | C Java Python
Word Search | LeetCode 79 | C Java Python3
00:28:04

Word Search | LeetCode 79 | C Java Python3
Word Search ii | LeetCode 212 | C Java Python
00:35:05

Word Search ii | LeetCode 212 | C Java Python
LeetCode 133 Clone Graph | Facebook Coding Interview | Amazon Coding Interview
00:16:36

LeetCode 133 Clone Graph | Facebook Coding Interview | Amazon Coding Interview
Maximum Width of Binary Tree | LeetCode 662 | C Python
00:22:26

Maximum Width of Binary Tree | LeetCode 662 | C Python
All Paths From Source to Target | LeetCode 797 | C Java Python3
00:17:27

All Paths From Source to Target | LeetCode 797 | C Java Python3
Rotting Oranges | LeetCode 994 | C Java Python
00:23:25

Rotting Oranges | LeetCode 994 | C Java Python
Numbers With Same Consecutive Differences | LeetCode 967 | C Java Python
00:21:51

Numbers With Same Consecutive Differences | LeetCode 967 | C Java Python
Largest Component Size by Common Factor | LeetCode 952 | C Java Python
00:15:54

Largest Component Size by Common Factor | LeetCode 952 | C Java Python
Minimum Height Trees | LeetCode 310 | C Java Python
00:24:19

Minimum Height Trees | LeetCode 310 | C Java Python
Max Area of Island | LeetCode 695 | C Python
00:20:20

Max Area of Island | LeetCode 695 | C Python
Word Ladder II | LeetCode 126 | C
00:46:09

Word Ladder II | LeetCode 126 | C
Jump Game iii | LeetCode 1306 | C
00:10:44

Jump Game iii | LeetCode 1306 | C


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DANDYALA SIRI 

good
2025-11-15

Charles Luis 

The course clearly explains the  graph data structure, the types of graphs and the different algorithms to use on graphs to solve leetcode questions that require the usage of graphs.
2025-10-21

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Graphs Data Structures Algorithms Course Description

A graph is a non-linear kind of data structure made up of nodes or vertices and edges. The edges connect any two nodes in the graph, and the nodes are also known as vertices .