• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Log In
  • Join for Free
    Coursera
    • Browse
    • Math For Machine Learning

    Math for Machine Learning Courses Online

    Explore mathematics for machine learning to understand algorithms. Learn about linear algebra, calculus, and probability for ML.

    Skip to search results

    Filter by

    Subject
    Required
     *

    Language
    Required
     *

    The language used throughout the course, in both instruction and assessments.

    Learning Product
    Required
     *

    Build job-relevant skills in under 2 hours with hands-on tutorials.
    Learn from top instructors with graded assignments, videos, and discussion forums.
    Learn a new tool or skill in an interactive, hands-on environment.
    Get in-depth knowledge of a subject by completing a series of courses and projects.
    Earn career credentials from industry leaders that demonstrate your expertise.
    Earn career credentials while taking courses that count towards your Master’s degree.
    Earn your Bachelor’s or Master’s degree online for a fraction of the cost of in-person learning.
    Complete graduate-level learning without committing to a full degree program.
    Earn a university-issued career credential in a flexible, interactive format.

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the Math for Machine Learning Course Catalog

    • G

      Google Cloud

      Migrate for Anthos: Windows

      Skills you'll gain: Kubernetes, Containerization, Docker (Software), Data Migration, Google Cloud Platform, Virtual Machines, Application Deployment, Windows Servers, Cloud Platforms, Command-Line Interface

      Beginner · Project · Less Than 2 Hours

    • G

      Google Cloud

      Eventarc for Cloud Run

      Skills you'll gain: Google Cloud Platform, Event Monitoring, Cloud Management, Cloud-Based Integration, Cloud-Native Computing, Cloud API, Data Management

      Beginner · Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      S

      Scrimba

      Prompt Engineering for Web Developers

      Skills you'll gain: Prompt Engineering, Debugging, ChatGPT, Pseudocode, Web Development, Web Development Tools, Artificial Intelligence, Application Development, Software Development, Programming Principles, Software Engineering

      4.2
      Rating, 4.2 out of 5 stars
      ·
      25 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Preview
      Preview
      N

      Northeastern University

      Data Management for Analytics Part 2

      Skills you'll gain: Data Governance, Database Management, Database Systems, NoSQL, SQL, MongoDB, Relational Databases, Big Data, Graph Theory, Data Storage, Apache Hadoop, Data Manipulation, Apache Spark

      Build toward a degree

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      R

      Rice University

      Accounting for Non-Finance Professionals

      Skills you'll gain: Financial Statements, Financial Accounting, Cash Flows, Ledgers (Accounting), Accounting, Financial Reporting, General Accounting, Balance Sheet, Income Statement, Bookkeeping, Accounting Records, Accrual Accounting, Equities

      4.8
      Rating, 4.8 out of 5 stars
      ·
      50 reviews

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      U

      University of Pittsburgh

      Linear Algebra and Regression Fundamentals for Data Science

      Skills you'll gain: NumPy, Matplotlib, Linear Algebra, Pandas (Python Package), Data Manipulation, Applied Mathematics, Python Programming, Data Analysis, Data Science, Regression Analysis, Data Visualization Software, Mathematics and Mathematical Modeling, Probability & Statistics, Numerical Analysis, Mathematical Modeling, Machine Learning, Computational Logic, Logical Reasoning

      Build toward a degree

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      D

      Dassault Systèmes

      Virtual Factory for Education

      Skills you'll gain: Equipment Design, Technical Design

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      I

      Imperial College London

      Introduction to Python for Researchers

      Skills you'll gain: Programming Principles, Program Development, Microsoft Visual Studio, Computer Programming, Integrated Development Environments, Python Programming, Debugging, Development Environment, Data Structures, Software Testing

      5
      Rating, 5 out of 5 stars
      ·
      12 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      C

      Coursera

      Creating Engaging Content for Instagram

      Skills you'll gain: Content Performance Analysis, Brand Strategy, Photography, Photo Editing, Brand Awareness, Drive Engagement

      4.2
      Rating, 4.2 out of 5 stars
      ·
      14 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of London

      3D Models for Virtual Reality

      Skills you'll gain: Virtual Reality, Augmented and Virtual Reality (AR/VR), 3D Assets, Unity Engine, Visualization (Computer Graphics), Virtual Environment, Computer Graphics, Game Design, Performance Tuning, Animations

      4.6
      Rating, 4.6 out of 5 stars
      ·
      385 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      S

      Salesforce

      Foundations for Interviewing with Confidence

      Skills you'll gain: Verbal Communication Skills, Interviewing Skills, Professional Development, Communication, Telecommuting, Storytelling, Sales Development, Presentations, Professional Networking, Branding, Personal Attributes, LinkedIn, Rapport Building, Non-Verbal Communication, Relationship Building, Adaptability, Empathy

      4.5
      Rating, 4.5 out of 5 stars
      ·
      84 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      M

      Microsoft

      Microsoft R Programming for Everyone

      Skills you'll gain: Rmarkdown, Version Control, Web Scraping, Regression Analysis, Knitr, Exploratory Data Analysis, Statistical Analysis, Data Manipulation, Dimensionality Reduction, Ggplot2, Geospatial Information and Technology, Time Series Analysis and Forecasting, Plotly, Microsoft Azure, Data Cleansing, Data Visualization, Data Wrangling, Software Documentation, R Programming, Microsoft Copilot

      Beginner · Professional Certificate · 3 - 6 Months

    Searches related to math for machine learning

    data for machine learning
    1…106107108…834

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

    • Migrate for Anthos: Windows: Google Cloud
    • Eventarc for Cloud Run: Google Cloud
    • Prompt Engineering for Web Developers: Scrimba
    • Data Management for Analytics Part 2: Northeastern University
    • Accounting for Non-Finance Professionals: Rice University
    • Linear Algebra and Regression Fundamentals for Data Science: University of Pittsburgh
    • Virtual Factory for Education: Dassault Systèmes
    • Introduction to Python for Researchers: Imperial College London
    • Creating Engaging Content for Instagram: Coursera
    • 3D Models for Virtual Reality: University of London

    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
    • Manage Cookie Preferences
    Learn Anywhere
    Download on the App Store
    Get it on Google Play
    Logo of Certified B Corporation
    © 2025 Coursera Inc. All rights reserved.
    • Coursera Facebook
    • Coursera Linkedin
    • Coursera Twitter
    • Coursera YouTube
    • Coursera Instagram
    • Coursera TikTok