Introduction to Graphs Data Structure
Fit Coder
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Introduction to Graphs Data Structure
65 987 просмотров · 6 лет назад
Fit Coder
7,23 тыс. подписчиков
65 987 просмотров · 6 лет назад
Graphs are a non-linear data structure that consists of a finite set of vertices (nodes) and a set of edges connecting them.
In this video, I have introduced the basics, applications, properties and the terminology related to graphs.
00:00 Introduction
00:23 Data Structure
01:20 Graphs
02:34 Applications
06:30 Graph properties
07:05 Connected / Disconnected graph
08:33 Directed / Undirected graph
09:58 Weighted graph
12:21 Cyclic / Acyclic graph
14:05 Dense / Sparse graph
15:03 Simple / Complete graph
16:38 Strongly connected graph
17:41 Terminology (Adjacency, Degree, Path, Cycle, Walk)
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I live in New Delhi and love explaining programming concepts. I have done M.Tech(BITS Pilani) + B.Tech(PEC, Chandigarh) in Computer Science and am currently working as a software engineer in a MNC.
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For in-depth Graph theory and implementation details, please refer to the below videos:
Graphs Introduction: • Introduction to Graphs Data Structure
Graph representation:
Adjacency Matrix: • Graph representation I - Adjacency Matrix ...
Adjacency List: • Graph representation II - Adjacency List E...
Incidence Matrix: • Graph representation III - Incidence Matri...
Traversal techniques:
BFS, Breadth First Search: • BFS Breadth First Search | Graph Traversal...
DFS, Depth First Search: • DFS Depth First Search | Graph Traversal |...
Shortest Path algorithms:
Dijkstra algorithm: • Dijkstra Algorithm | Single Source Shortes...
Bellman Ford algorithm: • Bellman Ford Algorithm | Single Source Sho...
Floyd Warshall algorithm: • Floyd Warshall Algorithm | All Pairs Short...
Minimum Spanning Tree:
Kruskal algorithm: • Kruskal Algorithm | Minimum Spanning Tree ...
Prim algorithm: • Prim Algorithm | Minimum Spanning Tree | G...
Topological sort (Kahn algorithm): • Topological Sort | Kahn vs DFS | Graphs | ...
Articulation points / Cut vertices:
Tarjan algorithm: • Articulation Points | Cut Vertices | Tarja...
Disjoint Set / Union Find: • Disjoint Set | Union Find | Cycle Detectio...
Maximum Flow Problem:
Ford Fulkerson algorithm: • Ford Fulkerson Algorithm | Maximum Flow Pr...
Graph coloring / Chromatic number: • Graph Coloring | Chromatic Number | BackTr...
Hamiltonian cycle: • Hamiltonian Cycle (Circuit) | Hamiltonian ...
Euler cycle (Fleury algorithm): • Euler Cycle (Circuit) | Euler Path | Circu...
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