• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • 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


  • C

    Coursera

    NightCafe for Beginners: Create AI Art

    Skills you'll gain: AI powered creativity, Generative AI, Editing, AI Personalization, Prompt Engineering, Prompt Engineering Tools

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Offline Marketing Strategies for Business Growth

    Skills you'll gain: Customer Engagement, Customer Relationship Building, Promotional Strategies, Promotions and Campaigns, Marketing Channel, Telemarketing, Marketing Materials, Event Marketing, Branding, Brand Awareness, Product Promotion, Advertising, Marketing, Brand Management, Marketing Strategies, Digital Advertising, Consumer Behaviour

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Adobe Premiere Pro for Beginners: Quickstart Video-Editing

    Skills you'll gain: Video Editing, Video Production, Adobe Premiere, Photo/Video Production and Technology, Storytelling, Post-Production, Visual Storytelling, Adobe Creative Cloud, Content Creation, Timelines, Editing, Creativity, Color Matching

    4.1
    Rating, 4.1 out of 5 stars
    ·
    58 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    T

    The Open University

    Critical thinking for sustainable business solutions

    Skills you'll gain: Ideation, Creative Thinking, Brainstorming, Creative Problem-Solving, Critical Thinking, Cognitive flexibility, Creativity, Innovation, Problem Solving, Sustainable Business, Decision Making, Consolidation

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Lead Scoring and Identification

    Skills you'll gain: Prompt Engineering, Responsible AI, Lead Generation, Data Ethics, Google Gemini, Prospecting and Qualification, Marketing Automation, Sales Process, Generative AI, AI Enablement, Sales Enablement, OpenAI, ChatGPT, Workflow Management, Data-Driven Decision-Making

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Master SQL Server Concepts for Database Management

    Skills you'll gain: Database Theory, Database Systems, Database Development, Data Manipulation, System Requirements

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    UX and Interface Design for Embedded Systems

    Skills you'll gain: User Research, User Experience Design, User Experience, User Interface and User Experience (UI/UX) Design, Usability, Verification And Validation, UI/UX Research, UI/UX Strategy, Persona (User Experience), Usability Testing, User Centered Design, User Interface (UI) Design, Embedded Systems, Unified Modeling Language

    Build toward a degree

    4.1
    Rating, 4.1 out of 5 stars
    ·
    17 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    GenAI for SEO: A Hands-On Playbook

    Skills you'll gain: Prompt Engineering, Keyword Research, Prompt Engineering Tools, Content Optimization, Google Gemini, Generative AI, Search Engine Optimization, Content Development and Management, AI Integrations, Content Strategy, AI Workflows, Digital Marketing

    4.9
    Rating, 4.9 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Career Launch for Market Researchers

    Skills you'll gain: LinkedIn, Professional Networking, Interviewing Skills, Market Research, Personalized Campaigns, Recruitment, Storytelling, Concision, Technical Communication, Power BI, Project Portfolio Management, Expectation Management, Portfolio Management, R Programming

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Copilot in Microsoft 365 for Beginners

    Skills you'll gain: Microsoft Copilot, Microsoft 365, Microsoft PowerPoint, Microsoft Teams, Presentations, Microsoft Outlook, Email Automation, AI powered creativity, Collaborative Software, Productivity Software, Microsoft Excel, Microsoft Word, Workflow Management, Writing, Editing, AI Integrations

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    United Cities and Local Governments of Africa

    Planning for Climate Change in African Cities

    Skills you'll gain: Climate Change Adaptation, Climate Change Programs, Climate Change Mitigation, Environmental Policy, Social Determinants Of Health, Decision Intelligence, Land Management, Environmental Resource Management, Sustainable Development, Decision Support Systems, Governance, Vulnerability, Socioeconomics, Economic Development, Hazard Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    128 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Apply Puppet for Scalable Infrastructure Automation

    Skills you'll gain: Infrastructure Architecture, IT Automation, Maintainability, Code Reusability, Scalability

    Intermediate · Course · 1 - 4 Weeks

1…233234235…834

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

  • NightCafe for Beginners: Create AI Art: Coursera
  • Offline Marketing Strategies for Business Growth: EDUCBA
  • Adobe Premiere Pro for Beginners: Quickstart Video-Editing: Coursera
  • Critical thinking for sustainable business solutions: The Open University
  • GenAI for Lead Scoring and Identification: Coursera
  • Master SQL Server Concepts for Database Management: EDUCBA
  • UX and Interface Design for Embedded Systems: University of Colorado Boulder
  • GenAI for SEO: A Hands-On Playbook: IBM
  • Career Launch for Market Researchers: Coursera
  • Copilot in Microsoft 365 for Beginners: Packt

Other topics to explore

Arts and Humanities
338 courses
Business
1095 courses
Computer Science
668 courses
Data Science
425 courses
Information Technology
145 courses
Health
471 courses
Math and Logic
70 courses
Personal Development
137 courses
Physical Science and Engineering
413 courses
Social Sciences
401 courses
Language Learning
150 courses

Coursera Footer

Skills

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • Share your Coursera learning story

Coursera

  • About
  • What We Offer
  • Leadership
  • Careers
  • Catalog
  • Coursera Plus
  • Professional Certificates
  • MasterTrack® Certificates
  • Degrees
  • For Enterprise
  • For Government
  • For Campus
  • Become a Partner
  • Social Impact
  • Free Courses
  • Udemy

Community

  • Learners
  • Partners
  • Beta Testers
  • Blog
  • The Coursera Podcast
  • Tech Blog

More

  • Press
  • Investors
  • Terms
  • Privacy
  • Help
  • Accessibility
  • Contact
  • Articles
  • Directory
  • Affiliates
  • Modern Slavery Statement
  • Do Not Sell/Share
Learn Anywhere
Download on the App Store
Get it on Google Play
Logo of Certified B Corporation
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok