• 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 of California, Davis

    Fundraising and Development

    Skills you'll gain: Fundraising, Fundraising and Crowdsourcing, Proposal Writing, Grant Writing, Philanthropy, Proposal Development, Gift Accounting, Prospecting and Qualification, Campaign Management, Grant Applications, Tax Planning, Ethical Standards And Conduct, Business Ethics, Marketing Planning, Customer Relationship Building, Direct Marketing, Advertising Mail, Business Writing, Developing Training Materials, Campaign Planning

    ★ 4.6 (403) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • D

    DeepLearning.AI

    AI for Medical Prognosis

    Skills you'll gain: Classification And Regression Tree (CART), Risk Modeling, Decision Tree Learning, Predictive Modeling, Feature Engineering, Statistical Machine Learning, Applied Machine Learning, Random Forest Algorithm, Forecasting, Model Evaluation, Biostatistics, Predictive Analytics, Data Preprocessing, Data Cleansing, Statistical Modeling, Risk Analysis, Machine Learning, Statistical Methods, Statistical Analysis, Deep Learning

    ★ 4.7 (800) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • I

    IBM

    Key Technologies for Business

    Skills you'll gain: Cloud Infrastructure, Responsible AI, Cloud Platforms, Cloud Computing, Cloud Computing Architecture, Cloud Services, Cloud Development, Data Literacy, Cloud Deployment, Machine Learning Methods, Data Mining, Cloud Security, Generative AI Agents, Generative AI, Cloud Technologies, Prompt Patterns, Data Processing, Big Data, Data Science, Business

    ★ 4.7 (107K) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • F

    Fractal Analytics

    Data Analysis Using SQL

    Skills you'll gain: Database Design, Data Manipulation, SQL, Relational Databases, Database Management, Data Analysis, Data Cleansing, Databases, Query Languages, Case Studies, MySQL Workbench

    ★ 4.5 (59) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • U

    Universitat Autònoma de Barcelona

    Oralpha: Literacy for new citizens, a course for trainers

    Skills you'll gain: Oral Comprehension, Multilingualism, Language Competency, Education and Training, Teaching, Intercultural Competence, Language Learning, Training Programs, Instructional Strategies, Pedagogy, Literacy, Cultural Diversity, International Relations, Differentiated Instruction, Social Sciences

    ★ 4.2 (10) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    Universitat Autònoma de Barcelona

    Co-creation and challenge-based learning in Higher Education

    Skills you'll gain: Creative Problem-Solving, Student-Centred Learning, Entrepreneurship, Train The Trainer, Digital pedagogy, Problem Solving, Innovation, Creativity, Creative Thinking, Higher Education, Ideation, Collaboration, Analysis

    ★ 4.8 (14) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of California, Irvine

    Speaking Skills for University Success

    Skills you'll gain: Discussion Facilitation, Verbal Communication Skills, Public Speaking, Communication, Communication Strategies, Social Skills, Interpersonal Communications, Planning, Collaboration, Conflict Management, Constructive Feedback, Leadership, Initiative and Leadership, Organizational Skills

    ★ 4.8 (139) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • G

    Google Cloud

    Data Engineer, Big Data and ML on Google Cloud auf Deutsch

    Skills you'll gain: Dataflow, Google Cloud Platform, Data Pipelines, Dashboard Creation, Model Deployment, Data Preprocessing, Data Lakes, Dashboard, Tensorflow, Data Warehousing, Real Time Data, Unstructured Data, Model Training, Apache Spark, Apache Airflow, Big Data, Cloud Engineering, Applied Machine Learning, Cloud Storage, Data Storage

    Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • T

    The Hong Kong University of Science and Technology

    English for Effective Business Writing

    Skills you'll gain: Business Writing, Business Correspondence, Business Communication, Writing, Report Writing, Concision, Persuasive Communication, English Language, Grammar, Target Audience, Vocabulary

    ★ 4.4 (479) · Mixed · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • G

    Google Cloud

    Data Engineer, Big Data and ML on Google Cloud em Português

    Skills you'll gain: Model Deployment, Data Pipelines, Real Time Data, Google Cloud Platform, Dataflow, Data Warehousing, Dashboard Creation, Data Preprocessing, Data Governance, Tensorflow, Big Data, Feature Engineering, Data Lakes, Dashboard, Extract, Transform, Load, Apache Spark, Metadata Management, Apache Hadoop, MLOps (Machine Learning Operations), Data Management

    ★ 4.7 (126) · Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • J

    JetBrains

    Python from Scratch: Learn by Coding

    Skills you'll gain: Object Oriented Design, File I/O, Data Structures, Python Programming, Programming Principles, Code Reusability, Computer Programming, Scripting, Data Processing, Package and Software Management, Code Review, Computational Logic, NumPy, Development Environment, Integrated Development Environments, Computational Thinking, Software Installation, Numerical Analysis

    ★ 4.6 (12) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • V

    Vanderbilt University

    ChatGPT for Project Management - Leveraging AI for Success

    Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Patterns, LLM Application, Large Language Modeling, Project Planning, AI literacy, AI Enablement, Generative AI, Risk Analysis, Timelines, Project Risk Management, Performance Metric, AI powered creativity, Project Schedules, Project Management, Artificial Intelligence, Organizational Skills, Risk Management, Email Automation

    ★ 4.8 (8.2K) · Beginner · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
1…858687…834

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

  • Fundraising and Development: University of California, Davis
  • AI for Medical Prognosis: DeepLearning.AI
  • Key Technologies for Business: IBM
  • Data Analysis Using SQL: Fractal Analytics
  • Oralpha: Literacy for new citizens, a course for trainers: Universitat Autònoma de Barcelona
  • Co-creation and challenge-based learning in Higher Education: Universitat Autònoma de Barcelona
  • Speaking Skills for University Success: University of California, Irvine
  • Data Engineer, Big Data and ML on Google Cloud auf Deutsch: Google Cloud
  • English for Effective Business Writing: The Hong Kong University of Science and Technology
  • Data Engineer, Big Data and ML on Google Cloud em Português: 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