• 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


  • G

    Google Cloud

    Exploring Cost-optimization for GKE Virtual Machines

    Skills you'll gain: Application Deployment, Scalability, Virtual Machines, Kubernetes, Google Cloud Platform, Cloud-Native Computing, Cloud Engineering, Cloud Management, Capacity Management, Network Architecture

    Intermediate · Project · Less Than 2 Hours

  • C

    Creo Incubator

    Strength, Time Management & Networking for Leaders Success

    Skills you'll gain: Time Management, Productivity, Professional Networking, Relationship Building, Prioritization, Professional Development, Goal Setting, Personal Development, Resilience, Empathy & Emotional Intelligence, Communication, Emotional Intelligence, Empathy, Relationship Management, Self-Awareness, General Networking

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    Skillshare

    Team Building: Create Engaging Events for Hybrid Teams

    Skills you'll gain: Team Building, Workplace inclusivity, Team Motivation, Diversity and Inclusion, Team Collaboration, Team Leadership, Teamwork, Team Performance Management, Recognizing Others, Motivational Skills, Drive Engagement, Virtual Teams, Rapport Building, Event Planning, Meeting Facilitation, Follow Through

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    Skillshare

    Blender for Filmmakers: Bring Your Vision to Life

    Skills you'll gain: Animations, Post-Production, Adobe After Effects, Computer Graphics, 3D Assets, 3D Modeling, Motion Graphics, Image Quality, Visualization (Computer Graphics), Computer Graphic Techniques, Graphics Software, Cinematography, Virtual Environment, Videography, Performance Tuning, Photo/Video Production and Technology, Video Editing, Video Production, Visual Storytelling

    Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    DevOps and CI/CD for Data Engineering Performance

    Skills you'll gain: Ansible, Containerization, CI/CD, Docker (Software), Version Control, DevOps, Application Deployment, Devops Tools, Data Pipelines, Development Environment, Continuous Integration, Continuous Deployment, Infrastructure as Code (IaC), Git (Version Control System), Data Infrastructure, Configuration Management, Performance Tuning, Software Versioning, Root Cause Analysis

    Beginner · Course · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    Skillshare

    Unreal Engine 5 For Beginners: World Building Basics

    Skills you'll gain: Unreal Engine, Virtual Environment, 3D Assets, Game Design, Post-Production, Cinematography, Image Quality, Model Optimization

    Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • B

    Board Infinity

    Mastering Responsive UI Design for Modern Web Development

    Skills you'll gain: HTML and CSS, Responsive Web Design, Web Design, Web Design and Development, Front-End Web Development, Web Content Accessibility Guidelines, Bootstrap (Front-End Framework), User Interface (UI) Design, User Interface (UI), Frontend Performance, Cascading Style Sheets (CSS), Usability, Hypertext Markup Language (HTML), Performance Tuning, Typography

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    LearnQuest

    Social Selling: Leveraging Social Media for Sales Success

    Skills you'll gain: Sales, Sales Strategy, Sales Training, Sales Enablement, Marketing Automation, Sales Management, Sales Pipelines, Selling Techniques, Social Media Marketing, Lead Generation, Social Media, Social Media Campaigns, Customer Relationship Management (CRM) Software, Storytelling, Persona Development, Global Marketing, Target Audience, Trend Analysis, Competitive Intelligence, Benchmarking

    Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Preprocessing Unstructured Data for LLMs and RAG Systems

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, LangChain, LLM Application, Embeddings, Application Frameworks, Vision Transformer (ViT), Data Quality

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Master Sqoop for Data Transfer in Hadoop Ecosystems

    Skills you'll gain: Apache Hadoop, Apache Hive, Extract, Transform, Load, Data Pipelines, Data Import/Export, Data Migration, Data Integration, MySQL, Relational Databases, Data Processing, Data Capture, Data Validation, File Management, File Systems

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Unity C# Scripting — Complete C# for Unity Game Development

    Skills you'll gain: Object Oriented Design, Android (Operating System), User Interface (UI) Design, Code Reusability, UI Components, Release Management, Development Environment, Programming Principles

    Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • N

    Northeastern University

    Computation and Visualization for Analytics Part 2

    Skills you'll gain: Data Storytelling, Data Presentation, Plotly, Statistical Visualization, Interactive Data Visualization, Matplotlib, Data Visualization Software, Network Analysis, Plot (Graphics), Seaborn, Data-Driven Decision-Making, Network Model, Data Mining, Scatter Plots, R Programming, R (Software), Graphing, Graph Theory, Box Plots, Heat Maps

    Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
1…320321322…834

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

  • Exploring Cost-optimization for GKE Virtual Machines: Google Cloud
  • Strength, Time Management & Networking for Leaders Success: Creo Incubator
  • Team Building: Create Engaging Events for Hybrid Teams: Skillshare
  • Blender for Filmmakers: Bring Your Vision to Life: Skillshare
  • DevOps and CI/CD for Data Engineering Performance: Coursera
  • Unreal Engine 5 For Beginners: World Building Basics: Skillshare
  • Mastering Responsive UI Design for Modern Web Development: Board Infinity
  • Social Selling: Leveraging Social Media for Sales Success: LearnQuest
  • Preprocessing Unstructured Data for LLMs and RAG Systems: Packt
  • Master Sqoop for Data Transfer in Hadoop Ecosystems: EDUCBA

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