• 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

    Data Visualization with ChatGPT: Python for Dashboarding

    Skills you'll gain: Dashboard, Dashboard Creation, Data Visualization Software, ChatGPT, Analytics, Interactive Data Visualization, Data Analysis, Python Programming, Generative AI, Debugging

    4.6
    Rating, 4.6 out of 5 stars
    ·
    11 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Strategies for Scaling and Optimizing Content

    Skills you'll gain: Content Performance Analysis, Content Optimization, Key Performance Indicators (KPIs), Search Engine Optimization, Content Development and Management, Content Strategy, Keyword Research, Content Creation, Content Marketing, Performance Analysis, Web Analytics and SEO, Scalability, Strategic Partnership, Earned Media, AI Integrations, Legal Risk, Cross-Channel Marketing, Process Design

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Translating Basic Research into Research for Humans

    Skills you'll gain: Pre-Clinical Development, Clinical Research, Drug Development, Clinical Trials, Medical Science and Research, Biomedical Technology, Pharmaceuticals, Laboratory Research, Science and Research, General Science and Research, Health Policy, Research, Biology, Biochemistry, Scientific Methods, Research Methodologies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    18 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    C

    Coursera

    Agentic AI Content for Practitioners (Teams: Finance)

    Skills you'll gain: Organizational Change, Agentic Workflows, Generative AI Agents, AI Integrations, Forecasting, Workflow Management, Predictive Analytics, Cash Management, Responsible AI, Performance Tuning, Fraud detection, Financial Regulation

    Intermediate · Course · 1 - 4 Weeks

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

    EDUCBA

    Lean Six Sigma for IT Operations

    Skills you'll gain: Data-Driven Decision-Making, Stakeholder Management, Root Cause Analysis, Six Sigma Methodology, Process Improvement, Stakeholder Communications, Lean Six Sigma, Quality Improvement, Stakeholder Engagement, Stakeholder Analysis, Process Improvement and Optimization, Continuous Improvement Process, Process Mapping, IT Service Management, Lean Methodologies, Operational Efficiency, Process Analysis, Pareto Chart, Process Optimization, Service Improvement

    Mixed · Course · 1 - 4 Weeks

  • 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

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Performance Reviews: Streamline Feedback Processes

    Skills you'll gain: Performance Review, HR Tech, Employee Performance Management, Generative AI, AI Personalization, Workforce Development, Organizational Development, Performance Management, Smart Goals, People Analytics, People Development, Human Resource Strategy, Constructive Feedback, Responsible AI, Performance Analysis, Prompt Engineering, Automation, Coaching, Trend Analysis, Analysis

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    Edureka

    Python for Data Visualization and Analysis

    Skills you'll gain: Data Storytelling, Data Visualization, Data Presentation, Matplotlib, Plotly, Seaborn, Plot (Graphics), Exploratory Data Analysis, Dashboard Creation

    Intermediate · Course · 1 - 4 Weeks

  • 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, Critical Thinking and Problem Solving, Problem Solving, Sustainable Business, Decision Making

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Michigan

    Leading for Equity, Diversity and Inclusion in Higher Education

    Skills you'll gain: Diversity Programs, Diversity Awareness, Higher Education, Diversity Training, Diversity Equity and Inclusion Initiatives, Leadership, Workplace inclusivity, Initiative and Leadership, Cultural Diversity, Social Justice, Community Organizing, Public Affairs, Accountability, Advocacy, Student Engagement

    4.6
    Rating, 4.6 out of 5 stars
    ·
    303 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Dynamic Advertising and Media Buying

    Skills you'll gain: Performance marketing, Google Ads, Personalized Campaigns, Advertising Campaigns, Media Buying, Meta Ads Manager, Content Performance Analysis, Online Advertising, Advertising, Generative AI, Data Ethics, Campaign Management, Paid media, Marketing Automation, AI Personalization, Media Planning, Digital Media Strategy, Responsible AI, Automation, Analytics

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    The Art of Doing Electronics for Everyone

    Skills you'll gain: Electronics, Electronic Components, Basic Electrical Systems, Electronic Hardware, Electronics Engineering, Electronic Systems, Hardware Design, Electrical Engineering, Semiconductors, Power Electronics, Laboratory Experience, Hardware Troubleshooting, Laboratory Equipment, Engineering, Scientific, and Technical Instruments

    Beginner · Course · 1 - 3 Months

1…255256257…834

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

  • Data Visualization with ChatGPT: Python for Dashboarding: Coursera
  • Strategies for Scaling and Optimizing Content: University of California, Davis
  • Translating Basic Research into Research for Humans: University of Michigan
  • Agentic AI Content for Practitioners (Teams: Finance): Coursera
  • Lean Six Sigma for IT Operations: EDUCBA
  • Offline Marketing Strategies for Business Growth: EDUCBA
  • GenAI for Performance Reviews: Streamline Feedback Processes: Coursera
  • Python for Data Visualization and Analysis: Edureka
  • Critical thinking for sustainable business solutions: The Open University
  • Leading for Equity, Diversity and Inclusion in Higher Education: 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

  • 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