Algorithms Course - Graph Theory Tutorial

This full course provides a complete introduction to Graph Theory algorithms in computer science. Knowledge of how to create and design excellent algorithms is an essential skill required in becoming a great programmer. You will learn how many important algorithms work. The algorithms are accompanied by working source code in Java to solidify your understanding. 

💻 Code: https://github.com/williamfiset/

🔗 Slides: https://github.com/williamfiset/

⭐️ Course Contents ⭐️

(0:00:00) Graph Theory Introduction

(0:13:53) Problems in Graph Theory

(0:23:15) Depth First Search Algorithm

(0:33:18) Breadth First Search Algorithm

(0:40:27) Breadth First Search grid shortest path

(0:56:23) Topological Sort Algorithm

(1:09:52) Shortest/Longest path on a Directed Acyclic Graph (DAG)

(1:19:34) Dijkstra's Shortest Path Algorithm

(1:43:17) Dijkstra's Shortest Path Algorithm | Source Code

(1:50:47) Bellman Ford Algorithm

(2:05:34) Floyd Warshall All Pairs Shortest Path Algorithm

(2:20:54) Floyd Warshall All Pairs Shortest Path Algorithm | Source Code

(2:29:19) Bridges and Articulation points Algorithm

(2:49:01) Bridges and Articulation points source code

(2:57:32) Tarjans Strongly Connected Components algorithm

(3:13:56) Tarjans Strongly Connected Components algorithm source code

(3:20:12) Travelling Salesman Problem | Dynamic Programming

(3:39:59) Travelling Salesman Problem source code | Dynamic Programming

(3:52:27) Existence of Eulerian Paths and Circuits

(4:01:19) Eulerian Path Algorithm

(4:15:47) Eulerian Path Algorithm | Source Code

(4:23:00) Prim's Minimum Spanning Tree Algorithm

(4:37:05) Eager Prim's Minimum Spanning Tree Algorithm

(4:50:38) Eager Prim's Minimum Spanning Tree Algorithm | Source Code

(4:58:30) Max Flow Ford Fulkerson | Network Flow

(5:11:01) Max Flow Ford Fulkerson | Source Code

(5:27:25) Unweighted Bipartite Matching | Network Flow

(5:38:11) Mice and Owls problem | Network Flow

(5:46:11) Elementary Math problem | Network Flow

(5:56:19) Edmonds Karp Algorithm | Network Flow

(6:05:18) Edmonds Karp Algorithm | Source Code

(6:10:08) Capacity Scaling | Network Flow

(6:19:34) Capacity Scaling | Network Flow | Source Code

(6:25:04) Dinic's Algorithm | Network Flow

(6:36:09) Dinic's Algorithm | Network Flow | Source Code


















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Post On 2020-11-29