• 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


  • U

    University at Buffalo

    Energy Production, Distribution & Safety

    Skills you'll gain: Personal protective equipment, Electrical Substation, Electrical Power, Electric Power Systems, Electrical Systems, Environmental Regulations, Energy and Utilities, Basic Electrical Systems, Petroleum Industry, Oil and Gas, Safety Training, Electrical Equipment, Electrical Safety, Occupational Safety and Health Administration (OSHA), Safety Standards, Workforce Planning, Workforce Development, Billing, Sustainable Development, Environmental Issue

    4.7 stars, 11K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (11K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • G

    Google

    Use AI as a Creative or Expert Partner

    Skills you'll gain: Prompt Engineering, Multimodal Prompts, Prompt Patterns, AI powered creativity, Generative AI Agents, AI Personalization, LLM Application, Agentic Workflows, Ideation, Scenario Testing, Solution Design, Software Versioning

    4.8 stars, 2.8K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (2.8K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • R

    Red Hat

    Red Hat AI Technical Overview

    Skills you'll gain: OpenShift, Retrieval-Augmented Generation, Agentic systems, Red Hat Enterprise Linux, Agentic Workflows, AI Enablement, Model Context Protocol, AI Integrations, AI Orchestration, Tool Calling, Model Deployment, LLM Application, Model Training, Artificial Intelligence and Machine Learning (AI/ML), Hybrid Cloud Computing, Artificial Intelligence, Model Optimization, Fine-tuning, Jupyter, Data Science

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • J

    Johns Hopkins University

    Mathematical Biostatistics Boot Camp 1

    Skills you'll gain: Sampling (Statistics), Bayesian Statistics, Probability & Statistics, Statistical Inference, Statistics, Probability, Probability Distribution, Data Analysis, Statistical Analysis, Biostatistics, Statistical Hypothesis Testing

    4.4 stars, 546 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.4 (546) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Introduction to Power Electronics

    Skills you'll gain: Power Electronics, Electrical Engineering, USB, Electrical Power, Electrical Systems, Electronics, Electric Power Systems, Simulation and Simulation Software, Electronic Components, Basic Electrical Systems, Simulations, Engineering Analysis, Engineering Calculations

    4.7 stars, 3.6K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (3.6K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google

    विचार-विमर्श करने और योजना बनाने के लिए एआई

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    Edureka

    Multimodal AI Agents

    Skills you'll gain: AI Workflows, LangGraph, AI Orchestration, Generative AI Agents, Agentic Workflows, Retrieval-Augmented Generation, Responsible AI, LangChain, Tool Calling, Large Language Modeling, Generative AI, Prompt Engineering, Agentic systems, Artificial Intelligence, Image Analysis, Application Deployment, Natural Language Processing, Computer Vision, Context Management, Application Programming Interface (API)

    Intermediate · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    MedCerts

    Medical Office Procedures and Administration Fundamentals

    Skills you'll gain: Medical Privacy, Medical Records, Medical Office Procedures, Electronic Medical Record System, Health Information Management and Medical Records, Resilience, Health Information Management, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Electronic Medical Record, Emotional Intelligence, Professionalism, Patient Coordination, Diversity Awareness, Patient-centered Care, Composure, Empathy & Emotional Intelligence, Patient Registration, Relationship Building, Medical History Documentation, Care Coordination

    4.8 stars, 1.1K reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.8 (1.1K) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Capstone: Build and Operate an AI-Native Data Platform

    Skills you'll gain: Responsible AI, Data Pipelines, Data Governance, Extract, Transform, Load, AI Security, AI Workflows, AI Enablement, Data Architecture, Data Lakes, AI Integrations, Data Processing, Site Reliability Engineering, Metadata Management, MLOps (Machine Learning Operations), Model Evaluation, Data Quality, Data Transformation, Technical Communication, Retrieval-Augmented Generation, Model Training

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • I

    IBM

    Introduction to Data Engineering

    Skills you'll gain: Data Store, Data Architecture, Apache Hadoop, Extract, Transform, Load, Relational Databases, Big Data, Data Storage, Databases, Operational Databases, Apache Spark, Data Storage Technologies, Data Lakes, Data Warehousing, Data Governance, Data Pipelines, Data Integration, Data Processing, SQL, NoSQL, Data Science

    4.7 stars, 3.7K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (3.7K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    Edureka

    Multimodal Agents with Vision Language Models

    Skills you'll gain: AI Orchestration, LLM Application, Generative AI Agents, Agentic systems, Large Language Modeling, Image Analysis, Natural Language Processing, Computer Vision, Prompt Engineering, Context Engineering, API Design, Document Management, Python Programming

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • N

    Northwestern University

    Organizational Leadership

    Skills you'll gain: Influencing, Persuasive Communication, Design Thinking, Data-Driven Decision-Making, Leadership, Strategic Communication, Innovation, Collaboration, Crisis Management, Negotiation, Organizational Leadership, Ideation, Team Leadership, Resource Allocation, Human Centered Design, Teamwork, Stakeholder Communications, Cross-Functional Team Leadership, Data-Driven Marketing, Marketing

    4.7 stars, 5.5K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (5.5K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
1…439440441…834

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

  • Energy Production, Distribution & Safety: University at Buffalo
  • Use AI as a Creative or Expert Partner: Google
  • Red Hat AI Technical Overview: Red Hat
  • Mathematical Biostatistics Boot Camp 1: Johns Hopkins University
  • Introduction to Power Electronics: University of Colorado Boulder
  • विचार-विमर्श करने और योजना बनाने के लिए एआई: Google
  • Multimodal AI Agents: Edureka
  • Medical Office Procedures and Administration Fundamentals: MedCerts
  • Capstone: Build and Operate an AI-Native Data Platform: IBM
  • Introduction to Data Engineering: IBM

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
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok