• 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


  • Status: Preview
    Preview
    R

    Rice University

    Финансы для нефинансистов

    Skills you'll gain: Capital Budgeting, Finance, Capital Expenditure, Financial Analysis, Financial Modeling, Business Valuation, Financial Management, Return On Investment, Cash Flows, Spreadsheet Software, Financial Statements, Investment Management, Risk Analysis

    4.5
    Rating, 4.5 out of 5 stars
    ·
    15 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google

    Desain UX Google

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

    4.9
    Rating, 4.9 out of 5 stars
    ·
    508 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    E

    Emory University

    Generative AI in Marketing

    Skills you'll gain: Generative AI, Customer Engagement, Customer Acquisition Management, Marketing Strategies, Content Creation, ChatGPT, Marketing Effectiveness, Prompt Engineering, Legal Risk, Intellectual Property

    4.6
    Rating, 4.6 out of 5 stars
    ·
    19 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    Starweaver

    Strategic Sales Leadership

    Skills you'll gain: Data Storytelling, Business Writing, Concision, Sales Strategy, Sales Presentations, Writing, Persuasive Communication, Sales Training, Storytelling, Responsible AI, Technical Writing, Business Communication, Google Gemini, Anthropic Claude, AI Enablement, Sales Enablement, Generative AI, Communication, Proposal Writing, Communication Strategies

    4.3
    Rating, 4.3 out of 5 stars
    ·
    21 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Strategic Product Development

    Skills you'll gain: New Product Development, Product Strategy, Product Development, Innovation, Team Management, Product Planning, Product Lifecycle Management, Agile Product Development, Product Roadmaps, Process Development, Corporate Strategy, Market Opportunities, Technology Roadmaps, Portfolio Management, Business Modeling

    Build toward a degree

    4.9
    Rating, 4.9 out of 5 stars
    ·
    18 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Create Striking Real Estate Instagram Posts in Canva

    Skills you'll gain: Canva (Software), Animations, Instagram, Creative Design, Social Media Content, Content Creation, Graphic Design, Design Elements And Principles, Design, Real Estate

    4.1
    Rating, 4.1 out of 5 stars
    ·
    33 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    التسويق للمشاريع الصغيرة عبر موقع التواصل الإجتماعي فيسبوك

    Skills you'll gain: Facebook, Customer Engagement, Customer Insights, Marketing Analytics, Target Audience, Social Media Content, Social Media Marketing, Advertising, Social Media, Drive Engagement, Social Media Management, Social Media Campaigns, Marketing, Content Marketing, Customer Communications Management

    4.5
    Rating, 4.5 out of 5 stars
    ·
    112 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    I

    Imperial College London

    Healthcare Entrepreneurship: Taking Ideas to Market

    Skills you'll gain: Intellectual Property, Presentations, Public Speaking, Innovation, Organizational Structure, Persuasive Communication, Healthcare Industry Knowledge, Entrepreneurship, Grant Applications, Commercialization, Fundraising, Market Analysis, Public Health

    4.7
    Rating, 4.7 out of 5 stars
    ·
    75 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    Snowflake

    Advanced Data Engineering with Snowflake

    Skills you'll gain: Data Engineering, Database Management, Databases, Data Pipelines, Change Control, DevOps, CI/CD, Command-Line Interface, Version Control, System Monitoring, Continuous Monitoring, Data Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    18 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Michigan

    Science of Firearm Injury Prevention Among Children & Teens

    Skills you'll gain: Injury Prevention, Child Welfare, Substance Abuse, Public Health, Epidemiology, Community Health, Family Law, Health Policy, School Psychology, Risk Analysis, Mental Health, Research

    4.9
    Rating, 4.9 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Skillshare

    How to Draw: A Beginner’s Guide Pt 1 – Basic Shapes

    Skills you'll gain: Design Elements And Principles, Creativity

    4.2
    Rating, 4.2 out of 5 stars
    ·
    14 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    R

    Rutgers the State University of New Jersey

    AI Concepts and Strategy

    Skills you'll gain: AI Product Strategy, AI Enablement, Artificial Intelligence, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Strategic Thinking, Technology Strategies, Data Strategy, Business Strategies, Scenario Testing, Risk Management, Business Risk Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    18 reviews

    Beginner · Course · 1 - 4 Weeks

Searches related to linear algebra for machine learning

linear algebra for machine learning & ai
linear algebra for machine learning and data science
mathematics for machine learning: linear algebra
1…792793794…834

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

  • Финансы для нефинансистов: Rice University
  • Desain UX Google: Google
  • Generative AI in Marketing: Emory University
  • Strategic Sales Leadership: Starweaver
  • Strategic Product Development: University of Colorado Boulder
  • Create Striking Real Estate Instagram Posts in Canva: Coursera
  • التسويق للمشاريع الصغيرة عبر موقع التواصل الإجتماعي فيسبوك: Coursera
  • Healthcare Entrepreneurship: Taking Ideas to Market: Imperial College London
  • Advanced Data Engineering with Snowflake: Snowflake
  • Science of Firearm Injury Prevention Among Children & Teens: University of Michigan

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

  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • English Speaking
  • Generative AI (GenAI)
  • Microsoft Excel
  • Microsoft Power BI
  • Project Management
  • Python

Certificates & Programs

  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM Data Analyst Certificate
  • IBM Data Science Certificate
  • Machine Learning Certificate
  • Microsoft Power BI Data Analyst Certificate
  • UI / UX Design Certificate

Industries & Careers

  • Business
  • Computer Science
  • Data Science
  • Education & Teaching
  • Engineering
  • Finance
  • Healthcare
  • Human Resources (HR)
  • Information Technology (IT)
  • Marketing

Career Resources

  • Career Aptitude Test
  • Examples of Strengths and Weaknesses for Job Interviews
  • High-Income Skills to Learn
  • How Does Cryptocurrency Work?
  • How to Highlight Duplicates in Google Sheets
  • How to Learn Artificial Intelligence
  • Popular Cybersecurity Certifications
  • Preparing for the PMP Certification
  • Signs You Will Get the Job After an Interview
  • What Is Artificial Intelligence?

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
  • Share your Coursera learning story

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