• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Online Degrees
  • Careers
  • Log In
  • Join for Free
    Coursera
    • Browse
    • Linear Algebra

    Linear Algebra Courses Online

    Study linear algebra for mathematical and engineering applications. Learn about matrices, vectors, and linear transformations.

    Skip to search results

    Filter by

    Subject
    Required
     *

    Language
    Required
     *

    The language used throughout the course, in both instruction and assessments.

    Learning Product
    Required
     *

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the Linear Algebra Course Catalog

    • Status: Preview
      Preview
      U

      University of Amsterdam

      Introduction to Communication Science

      Skills you'll gain: Culture, Media and Communications, Social Sciences, Research, Sociology, Ancient History, European History

      4.7
      Rating, 4.7 out of 5 stars
      ·
      1.9K reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      S

      Stanford University

      Introduction to Logic

      Skills you'll gain: Computational Logic, Logical Reasoning, Computational Thinking, Theoretical Computer Science, Computer Science, Problem Solving, Technology Solutions, Relational Databases, Verification And Validation

      4.4
      Rating, 4.4 out of 5 stars
      ·
      652 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Minnesota

      Matrix Factorization and Advanced Techniques

      Skills you'll gain: Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Statistical Machine Learning, Advanced Mathematics, Dimensionality Reduction, Algorithms, Predictive Modeling, Linear Algebra

      4.3
      Rating, 4.3 out of 5 stars
      ·
      189 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Probability & Statistics for Machine Learning & Data Science

      Skills you'll gain: Descriptive Statistics, Statistical Hypothesis Testing, Bayesian Statistics, Probability Distribution, Probability & Statistics, Sampling (Statistics), Probability, A/B Testing, Statistics, Data Science, Statistical Analysis, Statistical Inference

      4.6
      Rating, 4.6 out of 5 stars
      ·
      589 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      U

      Universidad Nacional Autónoma de México

      Estadística y probabilidad

      Skills you'll gain: Statistics, Descriptive Statistics, Correlation Analysis, Probability, Statistical Modeling, Data Analysis, Statistical Analysis, Probability Distribution, Histogram, Data Presentation, Regression Analysis, Graphing, Mathematical Modeling

      4.6
      Rating, 4.6 out of 5 stars
      ·
      1.7K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Washington

      Machine Learning: Regression

      Skills you'll gain: Regression Analysis, Supervised Learning, Feature Engineering, Predictive Modeling, Machine Learning, Statistical Methods, Algorithms, Data Manipulation

      4.8
      Rating, 4.8 out of 5 stars
      ·
      5.6K reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      P

      Peking University

      程序设计与算法

      Skills you'll gain: Data Structures, Algorithms, C++ (Programming Language), Graph Theory, Object Oriented Programming (OOP), C (Programming Language), Computer Programming, Programming Principles, Computational Thinking, Information Architecture, Computer Science, Theoretical Computer Science, Data Storage, Computer Architecture, Software Engineering, Query Languages, Web Analytics and SEO, C and C++, File Management, Computer Hardware

      4.8
      Rating, 4.8 out of 5 stars
      ·
      2.7K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      C

      California Institute of the Arts

      UX Design Fundamentals

      Skills you'll gain: User Experience Design, Adobe XD, Wireframing, User Centered Design, Prototyping, Design Research, Usability Testing, Information Architecture, Design Elements And Principles, Adobe InDesign, Adobe Illustrator, Creativity

      4.8
      Rating, 4.8 out of 5 stars
      ·
      2.2K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Foundations of Data Structures and Algorithms

      Skills you'll gain: Algorithms, Theoretical Computer Science, Data Structures, Graph Theory, Pseudocode, Public Key Cryptography Standards (PKCS), Computational Thinking, Solution Design, Operations Research, Program Development, Programming Principles, Cryptography, Computational Logic, Numerical Analysis, Applied Mathematics, Encryption, Design Strategies, Software Design, Linear Algebra, Python Programming

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      844 reviews

      Advanced · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Algebra: Elementary to Advanced - Polynomials and Roots

      Skills you'll gain: Algebra, Advanced Mathematics, Business Mathematics, Geometry, Mathematical Modeling, Applied Mathematics, Graphing, Scientific Methods

      4.9
      Rating, 4.9 out of 5 stars
      ·
      156 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      G

      Georgia Institute of Technology

      Discrete Optimization

      Skills you'll gain: Operations Research, Combinatorics, Applied Mathematics, Graph Theory, Algorithms, Computational Thinking, Mathematical Modeling, Linear Algebra, Programming Principles, Theoretical Computer Science

      4.8
      Rating, 4.8 out of 5 stars
      ·
      779 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      C

      Columbia University

      Construction Scheduling

      Skills you'll gain: Project Schedules, Project Risk Management, Scheduling, Lean Methodologies, Risk Management, Construction, Timelines, Project Management Software, Work Breakdown Structure, Dependency Analysis, Probability & Statistics

      4.8
      Rating, 4.8 out of 5 stars
      ·
      2.3K reviews

      Beginner · Course · 3 - 6 Months

    Linear Algebra learners also search

    Linear Programming
    Linear Regression
    Predictive Modeling
    Statistical Modeling
    Predictive Analytics
    Data Modeling
    Statistical Analysis
    Beginner Predictive Analytics
    1…121314…58

    In summary, here are 10 of our most popular linear algebra courses

    • Introduction to Communication Science: University of Amsterdam
    • Introduction to Logic: Stanford University
    • Matrix Factorization and Advanced Techniques: University of Minnesota
    • Probability & Statistics for Machine Learning & Data Science: DeepLearning.AI
    • Estadística y probabilidad: Universidad Nacional Autónoma de México
    • Machine Learning: Regression: University of Washington
    • 程序设计与算法: Peking University
    • UX Design Fundamentals: California Institute of the Arts
    • Foundations of Data Structures and Algorithms: University of Colorado Boulder
    • Algebra: Elementary to Advanced - Polynomials and Roots: Johns Hopkins University

    Skills you can learn in Machine Learning

    Python Programming (33)
    Tensorflow (32)
    Deep Learning (30)
    Artificial Neural Network (24)
    Big Data (18)
    Statistical Classification (17)
    Reinforcement Learning (13)
    Algebra (10)
    Bayesian (10)
    Linear Algebra (10)
    Linear Regression (9)
    Numpy (9)

    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

    Technical Skills

    • ChatGPT
    • Coding
    • Computer Science
    • Cybersecurity
    • DevOps
    • Ethical Hacking
    • Generative AI
    • Java Programming
    • Python
    • Web Development

    Analytical Skills

    • Artificial Intelligence
    • Big Data
    • Business Analysis
    • Data Analytics
    • Data Science
    • Financial Modeling
    • Machine Learning
    • Microsoft Excel
    • Microsoft Power BI
    • SQL

    Business Skills

    • Accounting
    • Digital Marketing
    • E-commerce
    • Finance
    • Google
    • Graphic Design
    • IBM
    • Marketing
    • Project Management
    • Social Media Marketing

    Career Resources

    • Essential IT Certifications
    • High-Income Skills to Learn
    • How to Get a PMP Certification
    • How to Learn Artificial Intelligence
    • Popular Cybersecurity Certifications
    • Popular Data Analytics Certifications
    • What Does a Data Analyst Do?
    • Career Development Resources
    • Career Aptitude Test
    • Share your Coursera Learning Story

    Coursera

    • About
    • What We Offer
    • Leadership
    • Careers
    • Catalog
    • Coursera Plus
    • Professional Certificates
    • MasterTrack® Certificates
    • Degrees
    • For Enterprise
    • For Government
    • For Campus
    • Become a Partner
    • Social Impact
    • Free Courses
    • ECTS Credit Recommendations

    Community

    • Learners
    • Partners
    • Beta Testers
    • Blog
    • The Coursera Podcast
    • Tech Blog

    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
    Logo of Certified B Corporation
    © 2025 Coursera Inc. All rights reserved.
    • Coursera Facebook
    • Coursera Linkedin
    • Coursera Twitter
    • Coursera YouTube
    • Coursera Instagram
    • Coursera TikTok