Mastering Graph Algorithms
INTERACTIVE COURSE

Mastering Graph Algorithms

Beginner

91 Lessons

15h

Certificate of Completion

AI Explanations
AI Explanations
Mastering Graph Algorithms
32 Playgrounds
50 Quizzes
288 Illustrations

Takeaway Skills

An understanding of classical graph algorithms

The ability to think and visualize in terms of graph structures

An inside-out understanding of what makes each algorithm work the way it does

Cultivation of a broader perspective that informs other computing disciplines

Course Overview

This technology-agnostic course will teach you about many classical graph algorithms essential for a well-rounded software engineer. You will begin with an introduction to the running-time analysis of algorithms and the representation and structure of graphs. You’ll cover the depth-first search algorithm and its many applications, like detecting cycles, topological sorting, and identifying cut-vertices and strongly connected components. You will then cover algorithms for finding shortest paths and minimum...Show More

Course Content

1

Introduction

2

Review: Asymptotic Notation and Math Prerequisites

3

Working with Graphs

4

Depth-First Search and Applications

5

Prelude: Shortest Paths

6

Single-source Shortest Paths in Weighted Digraphs

12 Lessons

7

All Pairs Shortest Paths

5 Lessons

8

Minimum Spanning Tree

12 Lessons

9

Flows

6 Lessons

10

Matchings and Vertex Covers

11 Lessons

11

Conclusion

1 Lesson

COURSE AUTHOR

How You'll Learn

Hands-on Coding Environments

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Progress You Can Show

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