Graph Theory

Graph Theory is a fundamental mathematical concept that studies the relationships between objects, representing them as graphs comprising vertices and edges. Coursera's Graph Theory catalogue teaches you the principles and applications of this important mathematical construct. You'll learn how to model real-world problems using graphs, understand graph traversal algorithms like breadth-first and depth-first search, and explore advanced topics such as shortest path algorithms, spanning trees, network flows, and graph colorings. This knowledge will help you tackle complex problems in fields such as computer science, operations research, and data analysis.
30credentials
4online degrees
91courses

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Explore the Graph Theory Course Catalog

  • Status: Free Trial

    University of Illinois Urbana-Champaign

    Skills you'll gain: Deep Learning, Generative Model Architectures, Applied Machine Learning, Machine Learning Methods, Image Analysis, Graph Theory, Tensorflow, Artificial Neural Networks, PyTorch (Machine Learning Library), Health Informatics, Predictive Modeling, Unsupervised Learning, Natural Language Processing, Data Synthesis, Python Programming

    3.6
    Rating, 3.6 out of 5 stars
    15 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Preview

    Universidade de São Paulo

    Skills you'll gain: Network Analysis, Social Network Analysis, Data Visualization, Scientific Visualization, Graph Theory, Exploratory Data Analysis, Environmental Science, Data Analysis, R Programming, Data Science, Probability Distribution

    5
    Rating, 5 out of 5 stars
    35 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial

    University of Colorado Boulder

    Skills you'll gain: Artificial Intelligence, Graph Theory, Algorithms, Computer Vision, Real-Time Operating Systems, Control Systems, Data Structures, Python Programming, Simulations

    Build toward a degree

    4.1
    Rating, 4.1 out of 5 stars
    9 reviews

    Intermediate · Course · 1 - 3 Months

  • Packt

    Skills you'll gain: Graph Theory, Javascript, Pseudocode, Programming Principles, Computer Science, Performance Tuning

    Intermediate · Course · 1 - 3 Months

  • Status: New
    Status: Preview

    Northeastern University

    Skills you'll gain: Data Governance, Database Management, Database Systems, NoSQL, SQL, MongoDB, Relational Databases, Big Data, Graph Theory, Data Storage, Apache Hadoop, Data Manipulation, Apache Spark

    Build toward a degree

    Mixed · Course · 1 - 3 Months

  • Coursera Project Network

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

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial

    Packt

    Skills you'll gain: Apache Spark, Scala Programming, Data Processing, Big Data, Applied Machine Learning, IntelliJ IDEA, Real Time Data, Graph Theory, Data Transformation, Development Environment, Distributed Computing, Build Tools, Regression Analysis, Performance Tuning

    Intermediate · Course · 1 - 3 Months

  • Status: Preview

    The Hong Kong University of Science and Technology

    Skills you'll gain: Web Analytics and SEO, AI Personalization, Semantic Web, Algorithms, Query Languages, Network Analysis, Text Mining, Information Architecture, Performance Testing, Natural Language Processing, User Research, Data Structures, Graph Theory, UI/UX Research, Applied Machine Learning, Linear Algebra

    5
    Rating, 5 out of 5 stars
    7 reviews

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial

    Johns Hopkins University

    Skills you'll gain: Social Network Analysis, Network Analysis, Responsible AI, Graph Theory, Collaborative Software, Machine Learning, Applied Machine Learning, Social Sciences, Statistical Analysis, Amazon Web Services, R Programming, Tensorflow, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Research Design, Sociology, Data Collection, LLM Application, Behavioral Economics, Analytics

    4.3
    Rating, 4.3 out of 5 stars
    12 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    Status: Preview

    Northeastern University

    Skills you'll gain: Data Governance, Database Management, Database Architecture and Administration, Data Management, Data Warehousing, Database Design, SQL, Transaction Processing, Stored Procedure, Data Security, Disaster Recovery, Encryption, Server Side, Data Encryption Standard, Data Integrity, Graph Theory

    Build toward a degree

    Mixed · Course · 1 - 3 Months

  • Status: Preview

    Northwestern University

    Skills you'll gain: Control Systems, Simulation and Simulation Software, Graph Theory, Mathematical Modeling, Artificial Intelligence, Computer Programming Tools, Mechanics, Algorithms, Virtual Environment, Motion Graphics

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview

    University of California, Santa Cruz

    Skills you'll gain: C++ (Programming Language), Object Oriented Programming (OOP), Graph Theory, C (Programming Language), Artificial Intelligence, Algorithms, Debugging, Data Structures, Game Design, Software Design

    Intermediate · Course · 1 - 3 Months

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