Linear Algebra

Linear Algebra is a fundamental area of mathematics that studies vectors, vector spaces and linear transformations between these spaces. Coursera's Linear Algebra catalogue teaches you the concepts, principles, and applications of linear algebra in science and engineering. You'll learn about vector spaces, matrices, determinants, eigenvalues and eigenvectors, and their practical applications. You'll also delve into theoretical aspects, such as abstract vector spaces and linear transformations, and gain tools for solving systems of linear equations. This knowledge will serve as a foundation for various fields such as machine learning, data science, artificial intelligence, and quantum computing.
35credentials
2online degrees
153courses

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Explore the Linear Algebra Course Catalog

  • Status: Preview

    Northeastern University

    Skills you'll gain: Operations Research, Applied Mathematics, Mathematical Software, Operations, Linear Algebra, Mathematical Modeling, Algorithms, Process Optimization, Complex Problem Solving

    Build toward a degree

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial

    University of California San Diego

    Skills you'll gain: Algorithms, Network Routing, Network Model, Graph Theory, Operations Research, Theoretical Computer Science, Network Analysis, Data Structures, Computational Thinking, Linear Algebra, Computer Science, Big Data, Python Programming, Probability & Statistics

    4.6
    Rating, 4.6 out of 5 stars
    699 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Preview

    Korea Advanced Institute of Science and Technology(KAIST)

    Skills you'll gain: Differential Equations, Applied Mathematics, Advanced Mathematics, Calculus, Linear Algebra, Engineering Analysis, Mathematical Theory & Analysis

    4.5
    Rating, 4.5 out of 5 stars
    11 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview

    Erasmus University Rotterdam

    Skills you'll gain: Econometrics, Time Series Analysis and Forecasting, Regression Analysis, Data Analysis, Statistical Analysis, Quantitative Research, Statistical Modeling, Statistics, Case Studies, Forecasting, Probability, Linear Algebra, Peer Review

    4.6
    Rating, 4.6 out of 5 stars
    1.2K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial

    University of Colorado Boulder

    Skills you'll gain: Linear Algebra, Physics, Applied Mathematics, Advanced Mathematics, Mathematical Modeling, Engineering Analysis, Differential Equations, Physical Science

    4.5
    Rating, 4.5 out of 5 stars
    84 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial

    Howard University

    Skills you'll gain: Data Wrangling, Regression Analysis, Data Manipulation, Dimensionality Reduction, Data Science, Python Programming, Predictive Modeling, Statistical Modeling, Data Analysis, Linear Algebra

    4.4
    Rating, 4.4 out of 5 stars
    8 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial

    University of Minnesota

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

    4.3
    Rating, 4.3 out of 5 stars
    189 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free

    Princeton University

    Skills you'll gain: Graph Theory, Data Structures, Algorithms, Theoretical Computer Science, Computational Thinking, Computer Programming, Network Routing, Cryptography, Java Programming, Linear Algebra

    4.9
    Rating, 4.9 out of 5 stars
    2K reviews

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial

    University of Alberta

    Skills you'll gain: Reinforcement Learning, Deep Learning, Feature Engineering, Machine Learning, Supervised Learning, Artificial Neural Networks, Pseudocode, Linear Algebra, Probability Distribution

    4.8
    Rating, 4.8 out of 5 stars
    841 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial

    Korea Advanced Institute of Science and Technology(KAIST)

    Skills you'll gain: Basic Electrical Systems, Electrical Engineering, Electrical Systems, Differential Equations, Electronic Components, Advanced Mathematics, Integral Calculus, Electronics, Applied Mathematics, Physics, Mathematical Modeling, Engineering Analysis, Linear Algebra

    4.8
    Rating, 4.8 out of 5 stars
    116 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial

    University of Toronto

    Skills you'll gain: Computer Vision, Image Analysis, Deep Learning, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning Methods, Machine Learning Algorithms, Python Programming, Linear Algebra

    4.7
    Rating, 4.7 out of 5 stars
    582 reviews

    Advanced · Course · 1 - 3 Months

  • Status: New
    Status: Preview

    Universitat Politècnica de València

    Skills you'll gain: Linear Algebra, Algebra, Applied Mathematics, General Mathematics

    Intermediate · Course · 1 - 4 Weeks

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