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  2. Matrix Algebra

Matrix Algebra Courses

Matrix algebra courses can help you learn vector spaces, matrix operations, eigenvalues, and linear transformations. You can build skills in solving systems of equations, performing matrix factorizations, and applying these concepts to data analysis and machine learning. Many courses introduce tools such as MATLAB, Python libraries like NumPy, and R for computational tasks, demonstrating how these skills are utilized in areas like artificial intelligence and statistics.

Popular Matrix Algebra Courses and Certifications


  • K

    Korea Advanced Institute of Science and Technology(KAIST)

    Math for AI beginner part 1 Linear Algebra

    Skills you'll gain: Linear Algebra, Artificial Intelligence, Deep Learning, Machine Learning

    4.4 stars, 33 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.4 (33) · Beginner · Course · 1 - 3 Months

  • M

    Macmillan Learning

    Advanced: Orthogonality and Transformations

    Skills you'll gain: Linear Algebra, Geometry, Algebra, Numerical Analysis, Regression Analysis

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
  • M

    Macmillan Learning

    Foundations: Subspaces and Determinants

    Skills you'll gain: Linear Algebra, Algebra

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
  • M

    Macmillan Learning

    Foundations: Resources and Linear Systems

    Skills you'll gain: Linear Algebra, Mathematical Modeling, Algebra, Numerical Analysis, Geometry

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
  • M

    Macmillan Learning

    Advanced: Eigenvectors and Vector Spaces

    Skills you'll gain: Linear Algebra, Numerical Analysis, Algebra, Differential Equations, Mathematical Modeling

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
  • G

    Google

    Google IT Automation with Python

    Skills you'll gain: Version Control, Cloud Management, Test Automation, Infrastructure As A Service (IaaS), Cloud Computing, Cloud Infrastructure, Virtual Machines, Development Testing, Scripting, Software Testing, Cloud Services, Performance Tuning, Email Automation, Web Presence, Python Programming, CI/CD, Configuration Management, Program Development, Containerization, Unit Testing

    4.8 stars, 56K reviews, Advanced, Professional Certificate, 3 - 6 Months

    ★ 4.8 (56K) · Advanced · Professional Certificate · 3 - 6 Months

    Status: Bestseller
    Bestseller
  • M

    Macmillan Learning

    Advanced: Inner Products and Applications

    Skills you'll gain: Linear Algebra, Applied Mathematics, Advanced Mathematics, Geometry, Algebra, Mathematical Modeling, Markov Model

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
  • P

    Packt

    Mathematical Foundations and Quantum Mechanics Essentials

    Skills you'll gain: Quantum computing, Probability, Linear Algebra, Probability & Statistics, Statistics, Computer Science, Algebra

    4.4 stars, 78 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.4 (78) · Beginner · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    Linear Algebra for Machine Learning and Data Science

    Skills you'll gain: Linear Algebra, Dimensionality Reduction, Applied Mathematics, Machine Learning, Python Programming, Algebra

    4.6 stars, 2.4K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (2.4K) · Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Expressway to Data Science: Essential Math

    Skills you'll gain: Linear Algebra, Integral Calculus, Algebra, Numerical Analysis, Calculus, Data Science, Graphing, Statistical Methods, Derivatives, Probability & Statistics

    4.5 stars, 488 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (488) · Intermediate · Specialization · 3 - 6 Months

  • U

    University of North Texas

    Math Prep: College & Work Ready

    Skills you'll gain: Arithmetic, Graphing, Geometry, Statistics, Algebra, Descriptive Statistics, General Mathematics, Applied Mathematics, Statistical Visualization

    4.5 stars, 328 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (328) · Beginner · Course · 1 - 4 Weeks

  • N

    Northeastern University

    Industrial Optimization: Models & Linear Programming

    Skills you'll gain: Operations Research, Applied Mathematics, Mathematical Software, Linear Algebra, Mathematical Modeling, Algorithms, Model Optimization

    4.9 stars, 8 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (8) · Intermediate · Course · 1 - 4 Weeks

    Category: Build toward a degree
    Build toward a degree
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Skills you can learn in Machine Learning

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Numpy (9)

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