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

Math For Machine Learning Courses

Courses in Math for Machine Learning often teach linear algebra, calculus, probability, and statistics, providing a solid foundation for understanding algorithms. You can build skills in optimization techniques, data analysis, and model evaluation, which are crucial for effective machine learning applications. Many courses introduce tools like Python libraries such as NumPy and TensorFlow, which help you implement mathematical concepts in AI projects and enhance your ability to work with data-driven models.

Popular Math For Machine Learning Courses and Certifications


  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Build a Job-Ready Professional Resume

    Skills you'll gain: Writing, Business Writing, Writing and Editing, Professionalism, Strategic Communication, Communication

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    T

    Tableau Learning Partner

    Communicating Data Insights with Tableau

    Skills you'll gain: Data Storytelling, Ad Hoc Reporting, Data Presentation, Dashboard, Dashboard Creation, Interactive Data Visualization, Storytelling, Tableau Software, Data Visualization Software, Data Analysis, Business Intelligence, Presentations, Stakeholder Engagement

    4.7
    Rating, 4.7 out of 5 stars
    ·
    78 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Unity Game Development: Build and Design Pipe Runner

    Skills you'll gain: Unity Engine, User Interface (UI), 3D Assets, Virtual Environment, Game Design, User Interface (UI) Design, Video Game Development, Debugging, Animation and Game Design, Computer Graphics, Interactive Design, Environment, Design, Scripting, Interactive Learning, Visual Design, Mechanics

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Identifying, Attracting, and Growing Your Digital Audience

    Skills you'll gain: Persona Development, Marketing Strategies, Digital Brand Strategy, Digital Media Strategy, Target Audience, Social Media Strategy, Social Media Marketing, Customer Analysis, Digital Marketing, Marketing Planning, Customer Acquisition Management, Customer experience improvement, Customer Engagement, Customer Retention, Social Media, Marketing, Target Market, Brand Management, E-Commerce, Experience Design

    4.7
    Rating, 4.7 out of 5 stars
    ·
    305 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    Saïd Business School, University of Oxford

    Foundations of Sustainability and ESG

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Corporate Sustainability, Stakeholder Engagement, Sustainable Business, Governance, Business Metrics, Sustainable Development, Sustainability Reporting, Business Reporting, Stakeholder Management, Sustainability Standards, Environmental Issue, Stakeholder Analysis, Business Ethics, Corporate Strategy, Investment Management, Environment and Resource Management, Investments, Economic Development, Diversity and Inclusion

    4.7
    Rating, 4.7 out of 5 stars
    ·
    86 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Art of the MOOC: Experiments with Sound

    Skills you'll gain: World Music, Music History, Music, Musical Composition, Music Theory, Aesthetics, Instrumental Music, Multimedia, Performing Arts, Electronic Media, Liberal Arts, Creativity, Cultural Diversity

    4.7
    Rating, 4.7 out of 5 stars
    ·
    81 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Introduction to Bash Shell Scripting

    Skills you'll gain: Bash (Scripting Language), Shell Script, Unix Shell, Scripting, Linux Commands, Unix Commands, Scripting Languages, Command-Line Interface, Linux, File Management, Unix, File Systems, Systems Administration

    4.5
    Rating, 4.5 out of 5 stars
    ·
    682 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    B

    Berklee

    Creativity And Entrepreneurship

    Skills you'll gain: Entrepreneurship, Creativity, Team Building, Creative Problem-Solving, Creative Thinking, Presentations, Innovation, Brand Strategy, Branding, Collaboration, Product Development, Relationship Building, New Business Development, Professional Networking, Problem Solving

    4.7
    Rating, 4.7 out of 5 stars
    ·
    385 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    C

    Coursera

    Collaborating with G Suite Apps

    Skills you'll gain: Collaborative Software, Google Workspace, Gmail, Telecommuting, File Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    423 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Master Financial Modeling & Business Analysis

    Skills you'll gain: Capital Budgeting, Financial Modeling, Cash Flows, Financial Statement Analysis, Financial Statements, Financial Analysis, Corporate Finance, Business Modeling, Financial Management, Finance, Working Capital, Financial Accounting, Return On Investment, Corporate Strategy, Financial Reporting, Income Statement, Equities, Business Metrics, Business, Income Tax

    5
    Rating, 5 out of 5 stars
    ·
    14 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    N

    Northwestern University

    Leadership Through Marketing

    Skills you'll gain: Resource Allocation, Data-Driven Marketing, Marketing Strategies, Marketing Analytics, Branding, Data Science, Brand Management, Data Literacy, Data Strategy, Analytics, Marketing Management, Culture Transformation, Marketing, Data Analysis, Digital Transformation, Brand Strategy, Customer Insights, Customer Engagement, Analytical Skills, Advertising

    4.6
    Rating, 4.6 out of 5 stars
    ·
    473 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Illinois Urbana-Champaign

    Sustainability Reporting: From Regulation to Implementation

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Sustainability Reporting, Corporate Sustainability, Sustainable Business, Business Reporting, Data Storytelling, Compliance Reporting, Data Visualization, Performance Reporting, Sustainability Standards, Environmental Regulations, Stakeholder Communications, Strategic Communication, Corporate Communications, Regulatory Requirements, Stakeholder Engagement, Environmental Issue, Report Writing, Auditors Report, Return On Investment

    4.7
    Rating, 4.7 out of 5 stars
    ·
    46 reviews

    Intermediate · Course · 1 - 4 Weeks

1…824825826…834

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

  • Build a Job-Ready Professional Resume: EDUCBA
  • Communicating Data Insights with Tableau: Tableau Learning Partner
  • Unity Game Development: Build and Design Pipe Runner: EDUCBA
  • Identifying, Attracting, and Growing Your Digital Audience: University of California, Irvine
  • Foundations of Sustainability and ESG: Saïd Business School, University of Oxford
  • Art of the MOOC: Experiments with Sound: Duke University
  • Introduction to Bash Shell Scripting: Coursera
  • Creativity And Entrepreneurship: Berklee
  • Collaborating with G Suite Apps: Coursera
  • Master Financial Modeling & Business Analysis: 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