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  • Linear Algebra For Machine Learning

Linear Algebra for Machine Learning Courses

Linear Algebra for Machine Learning courses can help you learn matrix operations, vector spaces, eigenvalues, and linear transformations. You can build skills in solving systems of equations, dimensionality reduction, and understanding data representations. Many courses introduce tools like NumPy and MATLAB, that support implementing algorithms and performing computations efficiently in AI and machine learning projects.


Popular Linear Algebra for Machine Learning Courses and Certifications


  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Modeling and Control of Single-Phase Rectifiers and Inverters

    Skills you'll gain: Power Electronics, Control Systems, Electric Power Systems, Electronics Engineering, Electrical Engineering, Electronics, Simulations, Mathematical Modeling

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    34 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Design a pitch deck with Canva

    Skills you'll gain: Canva (Software), Timelines, Marketing Materials, Product Demonstration, Presentations, Marketing Design, Value Propositions, Sales Presentation, Sales Presentations, Team Oriented, Graphic Design, Entrepreneurship

    4.7
    Rating, 4.7 out of 5 stars
    ·
    38 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    U

    University of Illinois Urbana-Champaign

    Multistate Taxation

    Skills you'll gain: Tax Planning, Corporate Tax, Tax Management, Income Tax, Tax Laws, Sales Tax, Tax Compliance, Property and Real Estate, Case Law

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
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    61 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Dartmouth College

    C Programming: Using Linux Tools and Libraries - 7

    Skills you'll gain: File I/O, Embedded Software, C (Programming Language), Linux, Embedded Systems, Build Tools, Command-Line Interface, Operating Systems, Program Development, Software Installation, Development Environment, Application Development, Computer Programming

    4.7
    Rating, 4.7 out of 5 stars
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    31 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    N

    Northeastern University

    Generative AI: Foundations and Concepts

    Skills you'll gain: Generative AI, Generative Model Architectures, Convolutional Neural Networks, Artificial Neural Networks, Deep Learning, Bayesian Network, Machine Learning Methods, Mathematical Modeling, Estimation, Model Evaluation, Applied Mathematics, Dimensionality Reduction, Network Architecture, Probability & Statistics

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    C

    Coursera

    BIM Fundamentals: Smarter Building Design & Planning

    Skills you'll gain: Autodesk Revit, Building Information Modeling, Document Management, Engineering Documentation, Architectural Drawing, Project Coordination, Computer-Aided Design, Digital Transformation, Architectural Design, Construction Management, Collaboration, 3D Modeling, Data Modeling, Coordination, Visualization (Computer Graphics), Data Visualization

    4.2
    Rating, 4.2 out of 5 stars
    ·
    15 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Understanding Smart Objects in Adobe Photoshop

    Skills you'll gain: Adobe Photoshop, Photo Editing, Adobe Creative Cloud, Editing, Data Import/Export, Image Quality, Graphic Design

    Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Illinois Urbana-Champaign

    Customer Insights: Quantitative Techniques

    Skills you'll gain: New Product Development, Product Development, Design Thinking, Market Research, Quantitative Research, Product Management, Customer Insights, Consumer Behaviour, Market Analysis, Target Market, Forecasting, Innovation, Needs Assessment, Analysis, Data Collection, Technology Solutions

    3.7
    Rating, 3.7 out of 5 stars
    ·
    32 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    Q

    Queen Mary University of London

    Cloud Computing Law: Data Protection and Cybersecurity

    Skills you'll gain: General Data Protection Regulation (GDPR), Law, Regulation, and Compliance, Cloud Security, Personally Identifiable Information, Data Security, Information Privacy, Cybersecurity, Cloud Services, Cloud Computing, Data Governance, Regulatory Requirements, Risk Management Framework

    4.9
    Rating, 4.9 out of 5 stars
    ·
    75 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Glasgow

    Cultural impact of housing displacement gentrification

    Skills you'll gain: Research Methodologies, Case Studies, Social Justice, Cultural Diversity, Community Development, Qualitative Research, Sociology, Social Impact, Social Sciences, Economics

    4.8
    Rating, 4.8 out of 5 stars
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    30 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    S

    Starweaver

    Understanding Corporate Communications

    Skills you'll gain: Corporate Communications, Internal Communications, Strategic Communication, Crisis Management, Business Communication, Business Ethics, Stakeholder Communications, Public Relations, Cross-Functional Collaboration, Media Relations, Communication Strategies, Employee Engagement, Social Media

    4.5
    Rating, 4.5 out of 5 stars
    ·
    31 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    MedCerts

    Digestion, Micturition, and Reproduction

    Skills you'll gain: Medical Terminology, Obstetrics And Gynecology, Urology, Gynecology, Anatomy, General Medical Tests and Procedures, Medical Records, Pathology, Diagnostic Tests, Physiology

    4.8
    Rating, 4.8 out of 5 stars
    ·
    33 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Modeling and Control of Single-Phase Rectifiers and Inverters: University of Colorado Boulder
  • Design a pitch deck with Canva: Coursera
  • Multistate Taxation: University of Illinois Urbana-Champaign
  • C Programming: Using Linux Tools and Libraries - 7: Dartmouth College
  • Generative AI: Foundations and Concepts: Northeastern University
  • BIM Fundamentals: Smarter Building Design & Planning: Coursera
  • Understanding Smart Objects in Adobe Photoshop: Coursera
  • Customer Insights: Quantitative Techniques: University of Illinois Urbana-Champaign
  • Cloud Computing Law: Data Protection and Cybersecurity: Queen Mary University of London
  • Cultural impact of housing displacement gentrification: University of Glasgow

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