• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  1. Categories
  2. Graph Theory

Graph Theory Courses

Graph Theory courses can help you learn about vertices, edges, paths, and cycles, as well as concepts like connectivity and graph coloring. You can build skills in network analysis, algorithm design, and problem-solving techniques that apply to various fields such as computer science, biology, and social sciences. Many courses introduce tools like Python libraries for graph analysis, visualization software, and algorithms for optimizing network flows, allowing you to apply your knowledge to real-world data and complex systems.

Popular Graph Theory Courses and Certifications


  • S

    Stanford Online

    Graph Search, Shortest Paths, and Data Structures

    Skills you'll gain: Data Structures, Graph Theory, Algorithms, Social Network Analysis

    4.8 stars, 2K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (2K) · Intermediate · Course · 1 - 4 Weeks

  • U

    University of California San Diego

    Algorithms on Graphs

    Skills you'll gain: Graph Theory, Algorithms, Network Routing, Network Analysis

    4.7 stars, 2.3K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (2.3K) · Intermediate · Course · 1 - 3 Months

  • S

    Shanghai Jiao Tong University

    Discrete Mathematics

    Skills you'll gain: Combinatorics, Graph Theory, Theoretical Computer Science, General Mathematics, Algorithms, Probability, Computer Science

    3.3 stars, 204 reviews, Intermediate, Course, 1 - 3 Months

    ★ 3.3 (204) · Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado System

    Cryptography and Information Theory

    Skills you'll gain: Cryptography, Brute-force attacks

    4.5 stars, 555 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (555) · Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Probabilistic Graphical Models: A Compact Introduction

    Skills you'll gain: Bayesian Network, Artificial Intelligence and Machine Learning (AI/ML), Markov Model, Statistical Inference, Graph Theory, Analysis, Sampling (Statistics), Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of London

    Geometry and Calculus for Computing

    Skills you'll gain: Applied Mathematics, Trigonometry, Mathematics and Mathematical Modeling, Graphing, Calculus, Computer Science, Mathematical Theory & Analysis, Geometry, Computer Graphics, Graph Theory, Mathematical Modeling, Functional Requirement, Graphic Design, Derivatives

    Beginner · Course · 1 - 4 Weeks

  • É

    École Polytechnique

    Density Functional Theory

    Skills you'll gain: Physics

    4.8 stars, 257 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.8 (257) · Advanced · Course · 1 - 4 Weeks

  • S

    Stanford Online

    Social and Economic Networks: Models and Analysis

    Skills you'll gain: Social Network Analysis, Network Analysis, Sociology, Game Theory, Mathematical Modeling

    4.8 stars, 760 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.8 (760) · Advanced · Course · 1 - 3 Months

  • P

    Packt

    Foundations of Algorithm Design and Analysis

    Skills you'll gain: Algorithms, Social Network Analysis, Graph Theory, Network Analysis, Data Structures, Python Programming, Computational Thinking, Pandas (Python Package), Data Processing, Program Development, Analysis, Design Strategies, Fraud detection, Scalability, Deep Learning, Machine Learning, ChatGPT

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • C

    Codio

    C++: Data Structures and Algorithms

    Skills you'll gain: Computational Thinking, Algorithms, Graph Theory, Data Structures, C++ (Programming Language), Computer Programming, Object Oriented Programming (OOP)

    4.1 stars, 24 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.1 (24) · Intermediate · Specialization · 1 - 3 Months

  • P

    Packt

    Data Structures & Algorithms in Java + 150 Leetcode Problems

    Skills you'll gain: Data Structures, Graph Theory, Algorithms, Game Theory, Java, Java Programming, Programming Principles, Performance Tuning, Computer Programming, Problem Solving, Applied Mathematics, Geometry

    Intermediate · Specialization · 3 - 6 Months

  • P

    Packt

    Data Structures and Algorithms: The Complete Masterclass

    Skills you'll gain: Data Structures, Algorithms, Graph Theory, Programming Principles, Theoretical Computer Science, Computer Science, Computer Programming, Python Programming, Pandas (Python Package), Machine Learning Algorithms, Computational Thinking, C++ (Programming Language), Data Architecture, Random Forest Algorithm, Performance Tuning, Object Oriented Programming (OOP), Network Analysis, Program Development, Problem Solving, Debugging

    4.5 stars, 42 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (42) · Intermediate · Specialization · 3 - 6 Months

1234…260

Skills you can learn in Algorithms

Graphs (22)
Mathematical Optimization (21)
Computer Program (20)
Data Structure (19)
Problem Solving (19)
Algebra (12)
Computer Vision (10)
Discrete Mathematics (10)
Graph Theory (10)
Image Processing (10)
Linear Algebra (10)
Reinforcement Learning (10)

Other topics to explore

Arts and Humanities
338 courses
Business
1095 courses
Computer Science
668 courses
Data Science
425 courses
Information Technology
145 courses
Health
471 courses
Math and Logic
70 courses
Personal Development
137 courses
Physical Science and Engineering
413 courses
Social Sciences
401 courses
Language Learning
150 courses

Coursera Footer

Skills

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • Share your Coursera learning story

Coursera

  • About
  • Leadership
  • Careers
  • Catalog
  • Coursera Plus
  • Professional Certificates
  • Degrees
  • For Enterprise
  • For Government
  • For Campus
  • Become a Partner
  • Udemy

Community

  • Learners
  • Partners
  • Beta Testers
  • Free Courses
  • Blog
  • The Coursera Podcast
  • Tech Blog
  • Social Impact

More

  • Press
  • Investors
  • Terms
  • Privacy
  • Help
  • Accessibility
  • Contact
  • Articles
  • Directory
  • Affiliates
  • Modern Slavery Statement
  • Do Not Sell/Share
Learn Anywhere
Download on the App Store
Get it on Google Play
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok