• 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

    Test your Angular web application using Jasmine and Karma

    Skills you'll gain: Angular, Web Development Tools, Unit Testing, Software Testing, Test Case, UI Components, Web Components, Web Applications, User Interface (UI), TypeScript

    4.3
    Rating, 4.3 out of 5 stars
    ·
    44 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    T

    Technion - Israel Institute of Technology

    Traditional herbal medicine in supportive cancer care: From alternative to integrative

    Skills you'll gain: Patient-centered Care, Patient Communication, Oncology, Patient Education And Counseling, Treatment Planning, Pharmacology, Drug Interaction, Pain Management, Clinical Practices, Cultural Diversity, Clinical Research, Cultural Sensitivity

    4.7
    Rating, 4.7 out of 5 stars
    ·
    92 reviews

    Beginner · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    A

    Arm

    Advanced Armv8-M Features

    Skills you'll gain: Performance Tuning, Microarchitecture, Secure Coding, System Configuration, Digital Signal Processing, Embedded Systems, Application Security, Hardware Architecture, Computer Architecture, Authentications

    4.8
    Rating, 4.8 out of 5 stars
    ·
    23 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Houston

    Value-Based Care: Reimbursement Models

    Skills you'll gain: Value-Based Care, ICD Coding (ICD-9/ICD-10), Medical Coding, CPT Coding, Managed Care, Medical Billing, Payment Systems, Health Systems, Patient Safety, Health Policy, Health Care, Medicare, Risk Management, Health Education, Public Health

    4.4
    Rating, 4.4 out of 5 stars
    ·
    47 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Clase interactivas y dinámicas en Classroom

    Skills you'll gain: Google Workspace, Learning Management Systems, Virtual Environment, Education Software and Technology, Content Management

    4.9
    Rating, 4.9 out of 5 stars
    ·
    163 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    A

    Advancing Women in Tech

    Acing the Product Management Interview

    Skills you'll gain: Professional Networking, Interviewing Skills, Leadership, Branding, Product Management, Workforce Development, Amazon Web Services, Recruitment

    4.6
    Rating, 4.6 out of 5 stars
    ·
    123 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Master Retrieval-Augmented Generation (RAG) Systems

    Skills you'll gain: Retrieval-Augmented Generation, Embeddings, Large Language Modeling, Prompt Engineering, Data Visualization, Generative AI, Vector Databases, Text Mining, Data Processing

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Macquarie University

    Statistics and Data Analysis with Excel: Essentials

    Skills you'll gain: Microsoft Excel, Excel Formulas, Statistics, Statistical Hypothesis Testing, Descriptive Statistics, Data Analysis, Statistical Inference, Data Visualization, Box Plots, Histogram, Statistical Methods, Data Visualization Software, Variance Analysis, Probability Distribution

    4.7
    Rating, 4.7 out of 5 stars
    ·
    54 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    SkillUp

    Java Development with Databases 

    Skills you'll gain: Hibernate (Java), Object-Relational Mapping, Spring Boot, Restful API, Java, NoSQL, Database Development, SQL, Databases, Database Design, Application Frameworks, Java Programming, Data Access, Database Management, Relational Databases, Back-End Web Development, Software Development

    4.8
    Rating, 4.8 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    D

    DeepLearning.AI

    Modèles de séquence

    Skills you'll gain: Recurrent Neural Networks (RNNs), Natural Language Processing, Deep Learning, Keras (Neural Network Library), Tensorflow, Transfer Learning, PyTorch (Machine Learning Library), Artificial Neural Networks, Applied Machine Learning, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    LearnKartS

    AWS Solutions Architect Associate Exam Prep

    Skills you'll gain: AWS Identity and Access Management (IAM), Amazon Web Services, Serverless Computing, Amazon S3, Identity and Access Management, Disaster Recovery, Amazon Elastic Compute Cloud, Amazon CloudWatch, Cloud Computing Architecture, Amazon Redshift, Amazon DynamoDB, Solution Architecture, Cloud-Native Computing, Containerization, Cloud Infrastructure, Cloud Engineering, Kubernetes, Cloud Computing, Hybrid Cloud Computing, API Gateway

    4
    Rating, 4 out of 5 stars
    ·
    46 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Copenhagen

    Urbanisation and Health - Promoting Sustainable Solutions

    Skills you'll gain: Sustainable Development, Public Health, Health Policy, Social Determinants Of Health, Community Development, Gerontology, Landscape Architecture, Climate Change Adaptation, Demography, Environmental Issue, Traffic Flow Optimization, Pollution Prevention

    4.8
    Rating, 4.8 out of 5 stars
    ·
    172 reviews

    Mixed · Course · 1 - 3 Months

Searches related to linear algebra for machine learning

linear algebra for machine learning & ai
linear algebra for machine learning and data science
mathematics for machine learning: linear algebra
1…796797798…834

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

  • Test your Angular web application using Jasmine and Karma: Coursera
  • Traditional herbal medicine in supportive cancer care: From alternative to integrative: Technion - Israel Institute of Technology
  • Advanced Armv8-M Features: Arm
  • Value-Based Care: Reimbursement Models: University of Houston
  • Clase interactivas y dinámicas en Classroom: Coursera
  • Acing the Product Management Interview: Advancing Women in Tech
  • Master Retrieval-Augmented Generation (RAG) Systems: Packt
  • Statistics and Data Analysis with Excel: Essentials: Macquarie University
  • Java Development with Databases : SkillUp
  • Modèles de séquence: DeepLearning.AI

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

  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • English Speaking
  • Generative AI (GenAI)
  • Microsoft Excel
  • Microsoft Power BI
  • Project Management
  • Python

Certificates & Programs

  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM Data Analyst Certificate
  • IBM Data Science Certificate
  • Machine Learning Certificate
  • Microsoft Power BI Data Analyst Certificate
  • UI / UX Design Certificate

Industries & Careers

  • Business
  • Computer Science
  • Data Science
  • Education & Teaching
  • Engineering
  • Finance
  • Healthcare
  • Human Resources (HR)
  • Information Technology (IT)
  • Marketing

Career Resources

  • Career Aptitude Test
  • Examples of Strengths and Weaknesses for Job Interviews
  • High-Income Skills to Learn
  • How Does Cryptocurrency Work?
  • How to Highlight Duplicates in Google Sheets
  • How to Learn Artificial Intelligence
  • Popular Cybersecurity Certifications
  • Preparing for the PMP Certification
  • Signs You Will Get the Job After an Interview
  • What Is Artificial Intelligence?

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
  • Share your Coursera learning story

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