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Matrix Courses

Matrix courses can help you learn linear transformations, eigenvalues, matrix operations, and applications in data science and machine learning. You can build skills in solving systems of equations, performing dimensionality reduction, and applying matrix factorization techniques. Many courses introduce tools like MATLAB, NumPy, and R, that support performing complex calculations and visualizing data in practical scenarios.


Popular Matrix Courses and Certifications


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    V

    Vanderbilt University

    MATLAB을 사용한 프로그래밍 소개

    Skills you'll gain: Programming Principles, Computer Programming, Matlab, Debugging, Integrated Development Environments, Linear Algebra, Computer Science, Development Environment, Data Manipulation, Algorithms, User Interface (UI), Data Structures

    5
    Rating, 5 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Stanford University

    Divide and Conquer, Sorting and Searching, and Randomized Algorithms

    Skills you'll gain: Algorithms, Graph Theory, Data Structures, Theoretical Computer Science, Computational Thinking, Analysis, Computer Science, Probability

    4.8
    Rating, 4.8 out of 5 stars
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    5.3K reviews

    Intermediate · Course · 1 - 4 Weeks

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    University at Buffalo

    Computer Vision Basics

    Skills you'll gain: Computer Vision, Image Analysis, Computer Graphics, Color Theory, Digital Signal Processing, Applied Mathematics, Artificial Intelligence, Computer Programming, Matlab, Augmented Reality, Algorithms, Calculus, Probability & Statistics

    4.2
    Rating, 4.2 out of 5 stars
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    1.8K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Howard University

    Fundamental Linear Algebra Concepts with Python

    Skills you'll gain: Linear Algebra, NumPy, Applied Mathematics, Algebra, Python Programming, Data Manipulation

    4.5
    Rating, 4.5 out of 5 stars
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    17 reviews

    Mixed · Course · 1 - 4 Weeks

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    U

    University of Michigan

    Moneyball and Beyond

    Skills you'll gain: Analytics, Data Analysis, Statistical Analysis, Probability & Statistics, Statistics, Python Programming, Data Manipulation

    4.5
    Rating, 4.5 out of 5 stars
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    53 reviews

    Intermediate · Course · 1 - 3 Months

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    IBM

    Product Management: Capstone Project

    Skills you'll gain: Usability Testing, Product Lifecycle Management, Product Management, Product Testing, Product Roadmaps, Agile Product Development, Product Development, New Product Development, Portfolio Management, Market Analysis, Product Requirements, Business Strategy, Demand Generation, Product Strategy, Market Intelligence, Marketing Planning

    4.6
    Rating, 4.6 out of 5 stars
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    81 reviews

    Advanced · Course · 1 - 3 Months

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    P

    Packt

    Business Analysis and CAPM Exam Preparation

    Skills you'll gain: Product Roadmaps, Business Analysis, Requirements Management, Team Building, Business Requirements, Acceptance Testing, Business Process Modeling, Agile Methodology, Project Management Software, Business Modeling, Agile Project Management, Stakeholder Analysis, Registration, Stakeholder Communications

    4.9
    Rating, 4.9 out of 5 stars
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    26 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Duke University

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

    Skills you'll gain: Digital Signal Processing, Image Analysis, Computer Vision, Computer Graphics, Visualization (Computer Graphics), Medical Imaging, Spatial Analysis, Linear Algebra, Matlab, Mathematical Modeling, Histogram

    4.7
    Rating, 4.7 out of 5 stars
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    1.1K reviews

    Mixed · Course · 1 - 3 Months

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    K

    Koç University

    Doğrusal Cebir I: Uzaylar ve İşlemciler / Linear Algebra I: Spaces and Operators

    Skills you'll gain: Linear Algebra, Algebra, Calculus, Advanced Mathematics, Differential Equations, Mathematical Modeling, Geometry

    4.1
    Rating, 4.1 out of 5 stars
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    43 reviews

    Mixed · Course · 1 - 3 Months

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    Coursera

    How to Use The IFE-EFE Matrix for Strategic Analysis

    Skills you'll gain: Competitive Analysis, Strategic Thinking, Business Strategy, Strategic Decision-Making, Organizational Strategy, Key Performance Indicators (KPIs), Performance Analysis, Analysis, Internal Auditing, Market Analysis, External Auditing, Market Opportunities, Entrepreneurship, Leadership

    Intermediate · Guided Project · Less Than 2 Hours

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    The Hong Kong University of Science and Technology

    Mathematics for Engineers: The Capstone Course

    Skills you'll gain: Matlab, Engineering Analysis, Finite Element Methods, Mathematical Software, Mechanical Engineering, Numerical Analysis, Mathematical Modeling, Applied Mathematics, Advanced Mathematics, Simulation and Simulation Software, Differential Equations, Calculus

    5
    Rating, 5 out of 5 stars
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    40 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Essential Linear Algebra for Data Science

    Skills you'll gain: Linear Algebra, Applied Mathematics, Data Science, Data Analysis, Statistical Methods, Algebra, Numerical Analysis

    4.5
    Rating, 4.5 out of 5 stars
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    185 reviews

    Intermediate · Course · 1 - 3 Months

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In summary, here are 10 of our most popular matrix courses

  • MATLAB을 사용한 프로그래밍 소개: Vanderbilt University
  • Divide and Conquer, Sorting and Searching, and Randomized Algorithms: Stanford University
  • Computer Vision Basics: University at Buffalo
  • Fundamental Linear Algebra Concepts with Python: Howard University
  • Moneyball and Beyond: University of Michigan
  • Product Management: Capstone Project: IBM
  • Business Analysis and CAPM Exam Preparation: Packt
  • Image and Video Processing: From Mars to Hollywood with a Stop at the Hospital: Duke University
  • Doğrusal Cebir I: Uzaylar ve İşlemciler / Linear Algebra I: Spaces and Operators: Koç University
  • How to Use The IFE-EFE Matrix for Strategic Analysis: Coursera

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