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  • Linear Algebra

Linear Algebra Courses

Linear Algebra courses can help you learn vector spaces, matrix operations, eigenvalues, and linear transformations. You can build skills in solving systems of equations, performing dimensionality reduction, and applying concepts to data analysis and machine learning. Many courses introduce tools such as MATLAB, Python libraries like NumPy, and software for computational mathematics, that support implementing algorithms and visualizing data in various applications, including artificial intelligence and AI-driven models.

Popular Linear Algebra Courses and Certifications


  • C

    Codio

    C++: Non-Linear Data Structures

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

    Intermediate · Course · 1 - 4 Weeks

  • S

    Shanghai Jiao Tong University

    Discrete Mathematics

    Skills you'll gain: Combinatorics, Graph Theory, Theoretical Computer Science, Network Model, Mathematical Theory & Analysis, Advanced Mathematics, Network Analysis, Mathematics and Mathematical Modeling, Logical Reasoning, General Mathematics, Algorithms, Probability, Computer Science

    3.3
    Rating, 3.3 out of 5 stars
    ·
    203 reviews

    Intermediate · Course · 1 - 3 Months

  • E

    EDHEC Business School

    Introduction to Portfolio Construction and Analysis with Python

    Skills you'll gain: Investment Management, Portfolio Management, Portfolio Risk, Investments, Return On Investment, Asset Management, Finance, Risk Modeling, Risk Analysis, Financial Modeling, Risk Management, Financial Analysis, Python Programming, Simulations, Correlation Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.5K reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    California Institute of the Arts

    Web Design: Strategy and Information Architecture

    Skills you'll gain: Information Architecture, Persona (User Experience), UI/UX Strategy, User Experience Design, Web Design, User Interface and User Experience (UI/UX) Design, User Experience, Wireframing, User Interface (UI), User Research, UI/UX Research, Web Design and Development, User Centered Design, Design Strategies, Persona Development, Design Research, Mockups, Usability Testing, Software Development Methodologies, Target Audience

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.3K reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado System

    Mathematical Foundations for Cryptography

    Skills you'll gain: Cryptography, Arithmetic, Algorithms, Applied Mathematics, Probability, Computer Science

    4.6
    Rating, 4.6 out of 5 stars
    ·
    334 reviews

    Beginner · Course · 1 - 4 Weeks

  • R

    Rice University

    Physics 101 - Forces and Kinematics

    Skills you'll gain: Mechanics, Problem Solving, Physics, Graphing, Mathematical Modeling, Algebra, Physical Science, Calculus, Applied Mathematics, Mechanical Engineering, Trigonometry

    4.7
    Rating, 4.7 out of 5 stars
    ·
    202 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Dynamic Programming, Greedy Algorithms

    Skills you'll gain: Theoretical Computer Science, Algorithms, Computational Thinking, Data Structures, Design Strategies, Quantum computing, Python Programming, Analysis

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    267 reviews

    Advanced · Course · 1 - 4 Weeks

  • D

    Duke University

    Image and Video Processing: From Mars to Hollywood with a Stop at the Hospital

    Skills you'll gain: Image Quality, Digital Signal Processing, Image Analysis, Computer Vision, Digital Communications, Computer Graphics, Medical Imaging, Applied Mathematics, Sensory Systems Analysis, Spatial Analysis, Linear Algebra, Matlab, Mathematical Modeling, Histogram, Differential Equations

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.1K reviews

    Mixed · Course · 1 - 3 Months

  • G

    Georgia Institute of Technology

    Fundamentals of Engineering Exam Review

    Skills you'll gain: Structural Analysis, Probability & Statistics, Structural Engineering, Hydraulics, Statistical Methods, Statistics, Engineering Analysis, Mechanical Engineering, Probability, Engineering, General Mathematics, Probability Distribution, Mechanics, Hydrology, Engineering Calculations, Engineering Practices, Civil Engineering, Applied Mathematics, Algebra, Advanced Mathematics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    616 reviews

    Mixed · Course · 1 - 3 Months

  • G

    Google

    Google UX Design (PT)

    Skills you'll gain: Adobe XD, User Experience Design, Usability Testing, Figma (Design Software), Responsive Web Design, Wireframing, Information Architecture, User Experience, Prototyping, UI/UX Research, Presentations, Design Reviews, Software Design Documents, User Interface and User Experience (UI/UX) Design, User Story, Storyboarding, Ideation, Mockups, Usability, Software Documentation

    4.9
    Rating, 4.9 out of 5 stars
    ·
    2.6K reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • A

    Alberta Machine Intelligence Institute

    Data for Machine Learning

    Skills you'll gain: Feature Engineering, Data Preprocessing, Model Evaluation, Data Quality, Model Training, Data Validation, Data Cleansing, Data Transformation, Verification And Validation, Applied Machine Learning, Machine Learning, Responsible AI, Machine Learning Algorithms, Algorithms, Python Programming, Computer Programming, Linear Algebra, Statistical Analysis

    4.4
    Rating, 4.4 out of 5 stars
    ·
    98 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Minnesota

    Analytics for Decision Making

    Skills you'll gain: Time Series Analysis and Forecasting, Model Evaluation, Simulations, Operations Research, Probability Distribution, Mathematical Modeling, Supply Chain Planning, Supply Chain, Probability, Predictive Modeling, Statistical Methods, Data Preprocessing, Transportation, Supply Chain, and Logistics, Business Modeling, Simulation and Simulation Software, Model Training, Business Analytics, Workforce Management, Analytics, Predictive Analytics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    304 reviews

    Beginner · Specialization · 3 - 6 Months

1…212223…72

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

  • C++: Non-Linear Data Structures: Codio
  • Discrete Mathematics: Shanghai Jiao Tong University
  • Introduction to Portfolio Construction and Analysis with Python: EDHEC Business School
  • Web Design: Strategy and Information Architecture: California Institute of the Arts
  • Mathematical Foundations for Cryptography: University of Colorado System
  • Physics 101 - Forces and Kinematics : Rice University
  • Dynamic Programming, Greedy Algorithms: University of Colorado Boulder
  • Image and Video Processing: From Mars to Hollywood with a Stop at the Hospital: Duke University
  • Fundamentals of Engineering Exam Review: Georgia Institute of Technology
  • Google UX Design (PT): Google

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Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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