• 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

    Scripting with Alteryx: Python and R for Advanced Workflows

    Skills you'll gain: Alteryx, Predictive Modeling, People Analytics, Scripting, R Programming, Predictive Analytics, Data Science, Advanced Analytics, Scripting Languages, R (Software), Trend Analysis, Data Preprocessing, Data Integration, Exploratory Data Analysis, Data Manipulation, Data Visualization Software, Data Analysis, Model Evaluation, Employee Retention, Machine Learning

    Intermediate · Guided Project · Less Than 2 Hours

  • S

    Siemens

    Expedite – Skills for Industry: Future of Industry

    Skills you'll gain: Prompt Engineering Tools, Sustainable Engineering, Cultural Diversity, Communication Strategies, Sustainable Technologies, Cultural Sensitivity, Data Ethics, AI Enablement, Teamwork, Digital Transformation, Sustainable Development, Collaboration, Generative AI, Augmented and Virtual Reality (AR/VR), Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Cross-Functional Collaboration, Ethical Standards And Conduct

    4.8 stars, 6 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (6) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • N

    Northeastern University

    Software Testing for Engineers Part 1

    Skills you'll gain: Test Automation, Integration Testing, Software Testing, Code Coverage, White-Box Testing, Unit Testing, Test Case, Test Engineering, Test Tools, Functional Testing, JUnit, Verification And Validation, Software Quality (SQA/SQC), Software Quality Assurance, Scenario Testing, Computational Logic

    Mixed · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • E

    Edureka

    Generative AI for Customer Service Automation

    Skills you'll gain: Miro AI, Customer Engagement, Responsible AI, Data Ethics, No-Code Development, Customer experience improvement, Email Automation, Customer Service, Customer Analysis, Automation, Generative AI, Customer Data Management, Customer Communications Management, Customer Relationship Management (CRM) Software, Customer Support, Workflow Management, Artificial Intelligence, Customer and Client Support, Agentic systems, Ethical Standards And Conduct

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Master XPath Querying for XML and Automation

    Skills you'll gain: Extensible Markup Language (XML), Extensible Languages and XML, Selenium (Software), Test Script Development, Scalability, Software Testing, Web Applications, Test Automation, Automation, Maintainability, Hypertext Markup Language (HTML)

    Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Maryland, College Park

    Financing and Profiting from Innovation for Corporate Entrepreneurs

    Skills you'll gain: Entrepreneurial Finance, Business Valuation, Proposal Writing, Financial Reporting, Proposal Development, Corporate Finance, Financial Statements, Corporate Accounting, Project Finance, Business Metrics, Return On Investment, Financial Management, Capital Budgeting, Financial Analysis, Entrepreneurship, Sales Presentations, Cash Flows, Presentations, Innovation

    4.6 stars, 47 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (47) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    LearnQuest

    Advanced Techniques for Strategic Account Management

    Skills you'll gain: Account Management, Account Strategy, Cross-Functional Team Leadership, Cross Selling, Upselling, Sales Management, Cross-Functional Collaboration, Relationship Management, Drive Engagement, Virtual Teams, B2B Sales, Sales Strategy, Consultative Approaches, Vendor Management, Business Relationship Management, Customer Relationship Management, Driving engagement, Stakeholder Management, Consultative Selling, Market Intelligence

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    Skillshare

    Notion for Beginners: Build Powerful Dashboards & Databases

    Skills you'll gain: Database Management, Database Application, Database Design, Planning, Calendar Management, Content Management, Organizational Skills, No-Code Development, Information Architecture, Kanban Principles

    Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado System

    First Steps in Making the Business Case for Sustainability

    Skills you'll gain: Sustainable Business, Corporate Sustainability, Sustainable Development, Organizational Change, Sustainable Systems, Performance Improvement, Change Management, Financial Analysis, Systems Thinking, Proposal Development, Cost Benefit Analysis, Business Economics, Capital Budgeting, Environmental Issue, Economics, Stakeholder Engagement, Benchmarking, Environmental Regulations, Cash Flows, Packaging and Labeling

    4.7 stars, 216 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (216) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • R

    Real Madrid Graduate School Universidad Europea

    Fueling Champions: Applied Sport Nutrition for Football

    Skills you'll gain: Nutrition and Diet, Sports Medicine, Clinical Nutrition, Nutrition Care Plans, Nutritional Assessment, Exercise Science, Rehabilitation, Health Assessment, Meal Planning And Preparation, Athletic Training, Performance Analysis, Performance Reporting, Load Balancing

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    GenAI for Biz Dev: Identifying Growth Opportunities

    Skills you'll gain: Competitive Analysis, Business Development, Data-Driven Decision-Making, Generative AI, Market Opportunities, Market Analysis, Market Research, Trend Analysis, Strategic Thinking, Market Trend, Business Intelligence, Business Strategy, Sustainable Business, Forecasting, AI Integrations, Strategic Planning

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    LearnQuest

    Generative AI for Penetration Testing: Red Team

    Skills you'll gain: Penetration Testing, Metasploit, Vulnerability Scanning, Exploitation techniques, Vulnerability Assessments, Cyber Threat Intelligence, Generative AI, Security Testing, Responsible AI, AI Integrations

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
1…284285286…834

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

  • Scripting with Alteryx: Python and R for Advanced Workflows: Coursera
  • Expedite – Skills for Industry: Future of Industry: Siemens
  • Software Testing for Engineers Part 1: Northeastern University
  • Generative AI for Customer Service Automation: Edureka
  • Master XPath Querying for XML and Automation: EDUCBA
  • Financing and Profiting from Innovation for Corporate Entrepreneurs: University of Maryland, College Park
  • Advanced Techniques for Strategic Account Management: LearnQuest
  • Notion for Beginners: Build Powerful Dashboards & Databases: Skillshare
  • First Steps in Making the Business Case for Sustainability: University of Colorado System
  • Fueling Champions: Applied Sport Nutrition for Football: Real Madrid Graduate School Universidad Europea

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