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.
37credentials
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Explore the Linear Algebra Course Catalog

  • Status: Free Trial

    Whizlabs

    Skills you'll gain: Deep Learning, Image Analysis, Computer Vision, PyTorch (Machine Learning Library), Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Tensorflow, Applied Machine Learning, Machine Learning, Supervised Learning, Machine Learning Algorithms, Data Processing, Linear Algebra, Network Architecture

    4.4
    Rating, 4.4 out of 5 stars
    8 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial

    University of Colorado System

    Skills you'll gain: Linear Algebra, Mathematical Modeling, Estimation, Matlab, Simulations, Engineering Analysis, Applied Mathematics, Control Systems, Time Series Analysis and Forecasting, Probability & Statistics, Statistical Methods, Probability Distribution

    4.9
    Rating, 4.9 out of 5 stars
    19 reviews

    Intermediate · Course · 1 - 4 Weeks

  • EIT Digital

    Skills you'll gain: Computational Logic, Combinatorics, Logical Reasoning, Mathematical Modeling, Operations Research, Theoretical Computer Science, Applied Mathematics, Algorithms, Linear Algebra, Verification And Validation

    4.8
    Rating, 4.8 out of 5 stars
    45 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial

    University of Colorado Boulder

    Skills you'll gain: Integral Calculus, Numerical Analysis, Calculus, Data Science, Mathematical Theory & Analysis, Applied Mathematics, Linear Algebra, Derivatives

    4.6
    Rating, 4.6 out of 5 stars
    105 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial

    Packt

    Skills you'll gain: Pandas (Python Package), Matplotlib, NumPy, Data Visualization, Machine Learning Algorithms, Data Manipulation, Linear Algebra, Seaborn, Natural Language Processing, Deep Learning, Machine Learning, Python Programming, Data Science, Supervised Learning, Artificial Neural Networks, Regression Analysis, Data Structures

    Intermediate · Course · 1 - 3 Months

  • Status: Free

    École normale supérieure

    Skills you'll gain: Algebra, Linear Algebra, Combinatorics, Arithmetic, Advanced Mathematics, Mathematics and Mathematical Modeling

    4.8
    Rating, 4.8 out of 5 stars
    67 reviews

    Mixed · Course · 1 - 3 Months

  • The University of Sydney

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

    4.5
    Rating, 4.5 out of 5 stars
    20 reviews

    Intermediate · Course · 1 - 4 Weeks

  • The Chinese University of Hong Kong

    Skills you'll gain: Operations Research, Computational Logic, Advanced Mathematics, Combinatorics, Algorithms, Applied Mathematics, Graph Theory, Mathematical Modeling, Mathematical Software, Computational Thinking, Programming Principles, Theoretical Computer Science, Program Development, Performance Tuning, Linear Algebra

    4.8
    Rating, 4.8 out of 5 stars
    44 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Instituto Tecnológico de Aeronáutica

    Skills you'll gain: Control Systems, Matlab, Engineering Analysis, Simulations, Systems Analysis, System Design and Implementation, Mathematical Modeling, Differential Equations, Linear Algebra, Estimation

    4.8
    Rating, 4.8 out of 5 stars
    52 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial

    CertNexus

    Skills you'll gain: Applied Machine Learning, Unsupervised Learning, Regression Analysis, Machine Learning Algorithms, Linear Algebra, Machine Learning, Predictive Modeling, Statistical Modeling, Supervised Learning, Feature Engineering, Classification And Regression Tree (CART), Performance Tuning, Dimensionality Reduction, Algorithms

    4.4
    Rating, 4.4 out of 5 stars
    18 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview

    École Polytechnique Fédérale de Lausanne

    Skills you'll gain: Mechanics, Torque (Physics), Vibrations, Physics, Differential Equations, Engineering Analysis, Calculus, Applied Mathematics, Trigonometry, Mathematical Modeling, Linear Algebra

    4.8
    Rating, 4.8 out of 5 stars
    40 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial

    Packt

    Skills you'll gain: Algorithms, Computer Hardware, Cryptography, Python Programming, Computer Programming, Computational Thinking, Emerging Technologies, Technical Documentation, Theoretical Computer Science, Linear Algebra, Simulations

    4.5
    Rating, 4.5 out of 5 stars
    19 reviews

    Beginner · Course · 1 - 3 Months