Graph Theory Algorithms
Graph Theory algorithms video series
Support me by purchasing the full graph theory playlist on Udemy. This version offers additional problems, exercises and quizzes not available on YouTube:
https://www.udemy.com/course/graph-th...
Graph Theory video series playlist on YouTube:
• Graph Theory Playlist
Topics covered in these videos include: how to store and represent graphs on a computer; common graph theory problems seen in the wild; tree algorithms; famous graph traversal algorithms (DFS & BFS); Dijkstra's shortest path algorithm; what a topological sort is, how to find one, and places it's used; learning about detecting negative cycles and finding shortest paths with the Bellman-Ford and Floyd-Warshall algorithms; discovering bridges and articulation points in graphs; understanding and detecting strongly connected components with Tarjan's algorithm, how to solve the traveling salesman problem with dynamic programming, a variety of network flow topics and etc...
What you’ll learn:
Storage and representation of graphs (networks) on a computer
Common graph theory problems
A variety of tree algorithms
Breadth first search algorithm
Depth first search algorithm
Dijkstra's algorithm
Topological sort algorithm
Shortest/longest path on a acyclic graph
Bellman Ford's algorithm
Floyd-Warshall all pairs shortest path algorithm
Finding bridges/articulation points
Finding strongly connected components (Tarjan's)
Travelling salesman problem (TSP)
Network flow topics such as the Ford Fulkerson method and bipartite graph matching
Are there any course requirements/prerequisites to the series?
Some prior programming knowledge.
Exposure to computer science fundamentals such as: data structures, recursion, classes, and OOP will all come handy.
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Practicing for interviews? I have used, and recommend `Cracking the Coding Interview` which got me a job at Google. Link on Amazon: https://amzn.to/3cvMof5
A lot of the content on this channel is inspired by the book `Competitive Programming` by Steven Halim which I frequently use as a resource and reference. Link on Amazon: https://amzn.to/3wC2nix
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Music license obtained from bensound.com
Soundtrack: You got this
Composer: Yan Perchuk
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