• 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


  • P

    Packt

    Hands-on Linux - Self-Hosted WordPress for Linux Beginners

    Skills you'll gain: Ansible, Ubuntu, Linux Servers, WordPress, Linux Administration, Remote Access Systems, Linux, Content Management Systems, Linux Commands, Nginx, Servers, Web Servers, Infrastructure as Code (IaC), Operating System Administration, IT Automation, Software Installation, Systems Administration, Virtual Machines, MySQL, PHP (Scripting Language)

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency - 繁體中文

    Skills you'll gain: Responsible AI, Data Ethics, AI literacy, Applied Machine Learning, Artificial Intelligence, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • L

    Logical Operations

    Microsoft Word for Office 365 (Desktop or Online): Part 1

    Skills you'll gain: Microsoft Word, Proofreading, Microsoft 365, Business Writing, Document Management, Productivity Software, Editing, Microsoft Windows, Writing and Editing, Technical Documentation, Writing, Web Content, Grammar, Report Writing, File Management, Business Communication, Productivity, Collaborative Software, Collaboration, Web Content Accessibility Guidelines

    Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    Skillshare

    Packaging Design: Redesign a Product for a Brand from A to Z

    Skills you'll gain: Packaging and Labeling, Competitive Analysis, Presentations, Design Strategies, Adobe Illustrator, Graphic Design, Branding, Market Analysis, Digital Design, Graphic and Visual Design, Adobe Photoshop, Design Elements And Principles, Personal Development, Ideation, Process Development, Strategic Thinking, Design Research, Professional Development, Creative Thinking

    5 stars, 6 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 5 (6) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Pearson

    Cisco Software-Defined Wan for Enterprise & Cloud: Unit 4

    Skills you'll gain: Wide Area Networks, Network Troubleshooting, Network Monitoring, Software-Defined Networking, Network Infrastructure, Network Performance Management, Firewall, Amazon Web Services, Cloud Services, Software As A Service, TCP/IP, Cloud Platforms, Network Security, Performance Tuning, Intrusion Detection and Prevention

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    The Complete Guide to Data Preparation for Analysis

    Skills you'll gain: Data Cleansing, Data Wrangling, Surveys, Survey Creation, Data Transformation, Data Collection, Data Quality, Data Preprocessing, Data Integrity, ChatGPT, Cloud Technologies, Statistical Analysis, Real Time Data

    Intermediate · Course · 3 - 6 Months

    Category: New
    New
  • G

    Google Cloud

    Preparing and Aggregating Data for Visualizations using Cloud Dataprep

    Skills you'll gain: Data Visualization Software, Data Wrangling, Dashboard Creation, Data Manipulation, Google Cloud Platform, Data Import/Export, Data Transformation, Data Cleansing, Dataflow, Data Analysis, Sampling (Statistics), Course Development

    Beginner · Project · Less Than 2 Hours

  • U

    University of California San Diego

    Computational Thinking for K-12 Educators: Conditional Loops and If Statements

    Skills you'll gain: Debugging, Program Development, Programming Principles, Computational Thinking, Computational Logic, Diversity Equity and Inclusion Initiatives, Digital pedagogy, Computer Programming, Event-Driven Programming, Computer Science

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Gemini for DevOps Engineers - 繁體中文

    Skills you'll gain: Google Gemini, Gemini, AI Workflows, Prompt Engineering Tools, Google Cloud Platform, Kubernetes, Devops Tools, Cloud Management, Generative AI, Development Environment, Software Documentation

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • G

    Google Cloud

    Gemini for Application Developers - 繁體中文

    Skills you'll gain: Google Gemini, Gemini, Google Cloud Platform, Cloud Applications, Generative AI, Prompt Engineering Tools, Cloud Development, LLM Application, AI literacy, Software Development Tools, AI Workflows, Development Environment, Cloud Services, Application Development, Code Review

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Kafka Streams API for Developers Using Java/Spring Boot 3.X

    Skills you'll gain: Apache Kafka, Spring Boot, JUnit, Real Time Data, Java, Data Pipelines, Unit Testing, Restful API, Integration Testing, Scalability

    Intermediate · Course · 3 - 6 Months

  • G

    Google Cloud

    Gemini for Network Engineers - 日本語版

    Skills you'll gain: Google Gemini, Network Planning And Design, Gemini, Google Cloud Platform, Virtual Networking, Network Performance Management, Prompt Engineering, Cloud Management, Private Cloud, Network Engineering

    Beginner · Course · 1 - 4 Weeks

1…358359360…834

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

  • Hands-on Linux - Self-Hosted WordPress for Linux Beginners: Packt
  • Responsible AI for Developers: Interpretability & Transparency - 繁體中文: Google Cloud
  • Microsoft Word for Office 365 (Desktop or Online): Part 1: Logical Operations
  • Packaging Design: Redesign a Product for a Brand from A to Z: Skillshare
  • Cisco Software-Defined Wan for Enterprise & Cloud: Unit 4: Pearson
  • The Complete Guide to Data Preparation for Analysis: Packt
  • Preparing and Aggregating Data for Visualizations using Cloud Dataprep: Google Cloud
  • Computational Thinking for K-12 Educators: Conditional Loops and If Statements: University of California San Diego
  • Gemini for DevOps Engineers - 繁體中文: Google Cloud
  • Gemini for Application Developers - 繁體中文: Google Cloud

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