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

    Mathematics for Machine Learning Courses Online

    Master mathematics for machine learning. Learn about linear algebra, calculus, and probability theory as foundations for building machine learning models.

    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 Mathematics for Machine Learning Course Catalog

    • Status: Preview
      Preview
      U

      University of Copenhagen

      The Sustainable Development Goals – A global, transdisciplinary vision for the future

      Skills you'll gain: Sustainable Development, Environmental Science, Environmental Policy, Research, Environmental Social And Corporate Governance (ESG), Systems Thinking, Climate Change Mitigation, Policy Analysis, Economics, Governance

      4.8
      Rating, 4.8 out of 5 stars
      ·
      4.7K reviews

      Beginner · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Google Ads for Beginners

      Skills you'll gain: Google Ads, Keyword Research, Target Audience, Pay Per Click Advertising, Search Engine Marketing, Advertising Campaigns, Campaign Management, Online Advertising, Digital Advertising, Marketing, Digital Marketing, Return On Investment

      4.4
      Rating, 4.4 out of 5 stars
      ·
      5.8K reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      Status: AI skills
      AI skills
      I

      IBM

      IBM Data Science

      Skills you'll gain: Exploratory Data Analysis, Data Wrangling, Dashboard, Data Visualization Software, Data Visualization, SQL, Unsupervised Learning, Plotly, Interactive Data Visualization, Data Transformation, Supervised Learning, Jupyter, Data Analysis, Data Cleansing, Data Manipulation, Data Literacy, Data Mining, Generative AI, Professional Networking, Data Import/Export

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      147K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Preview
      Preview
      É

      École Polytechnique

      Étudier en France: French Intermediate course B1-B2

      Skills you'll gain: Language Competency, Oral Comprehension, Language Learning, Grammar, Intercultural Competence, Higher Education, Oral Expression, Vocabulary, Writing

      4.8
      Rating, 4.8 out of 5 stars
      ·
      5.1K reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      U

      University of Illinois Urbana-Champaign

      Literacy Teaching and Learning: Aims, Approaches and Pedagogies

      Skills you'll gain: Teaching, Differentiated Instruction, Pedagogy, Literacy, Instructional Strategies, Learning Styles, Cultural Diversity, Learning Theory, Multimedia, Student-Centred Learning, Instructional and Curriculum Design, Curriculum Development, Writing

      4.5
      Rating, 4.5 out of 5 stars
      ·
      100 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Glasgow

      Deep learning in Electronic Health Records - CDSS 2

      Skills you'll gain: Deep Learning, Electocardiography, Machine Learning Methods, Artificial Neural Networks, Data Processing, Health Informatics, Electronic Medical Record, Data Cleansing, Feature Engineering, Time Series Analysis and Forecasting, Predictive Modeling

      3.9
      Rating, 3.9 out of 5 stars
      ·
      7 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      The Teacher and Social and Emotional Learning (SEL)

      Skills you'll gain: Self-Awareness, Personal Development, Program Evaluation, Empowerment, School Psychology, Emotional Intelligence, Mindfulness, Teaching, Social Justice, Social Skills, Behavior Management, Childhood Education and Development, Advocacy, Higher Education, Cultural Responsiveness, Curriculum Planning, Classroom Management, Professional Development, Empathy, Growth Mindedness

      4.7
      Rating, 4.7 out of 5 stars
      ·
      919 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      M

      Michigan State University

      Write A Feature Length Screenplay For Film Or Television

      Skills you'll gain: Storyboarding, Writing, Writing and Editing, Storytelling, Peer Review

      4.6
      Rating, 4.6 out of 5 stars
      ·
      292 reviews

      Beginner · Course · 3 - 6 Months

    • Status: Preview
      Preview
      T

      The Hong Kong University of Science and Technology

      Learning Server-side Programming through Game Development

      Skills you'll gain: Server Side, Restful API, Ajax, Node.JS, Full-Stack Web Development, Web Applications, Web Servers, Web Development, Model View Controller, Javascript, PHP (Scripting Language), Application Programming Interface (API), Authentications, JSON, Hypertext Markup Language (HTML), Software Architecture, Real Time Data

      Intermediate · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Enhance Student Learning with Interactive Lessons in Nearpod

      Skills you'll gain: Interactive Learning, Blended Learning, Education Software and Technology, Instructional Strategies, Lesson Planning, Student Engagement, Differentiated Instruction, Google Workspace

      4.8
      Rating, 4.8 out of 5 stars
      ·
      46 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Preview
      Preview
      U

      University of Pennsylvania

      English for Media Literacy

      Skills you'll gain: Advertising, English Language, Media and Communications, Online Advertising, Oral Comprehension, Vocabulary, Literacy, Cultural Diversity, Journalism, Grammar, Facebook

      4.9
      Rating, 4.9 out of 5 stars
      ·
      2.1K reviews

      Mixed · Course · 1 - 3 Months

    • Status: Preview
      Preview
      Y

      Yale University

      The Science of Well-Being for Teens

      Skills you'll gain: Positivity, Mental Health, Optimism, Goal Setting, Cognitive Behavioral Therapy, Growth Mindedness, Stress Management, Resilience, Self-Awareness, Empowerment, Behavioral Health, Psychology, Mindfulness, Social Skills, Decision Making

      4.8
      Rating, 4.8 out of 5 stars
      ·
      766 reviews

      Beginner · Course · 1 - 3 Months

    Mathematics For Machine Learning learners also search

    Python for Machine Learning
    Python Machine Learning
    Machine Learning Andrew Ng
    Computational Science
    Machine Learning
    MATLAB
    Applied Machine Learning
    Beginner Machine Learning
    1…666768…834

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

    • The Sustainable Development Goals – A global, transdisciplinary vision for the future: University of Copenhagen
    • Google Ads for Beginners: Coursera Project Network
    • IBM Data Science: IBM
    • Étudier en France: French Intermediate course B1-B2: École Polytechnique
    • Literacy Teaching and Learning: Aims, Approaches and Pedagogies: University of Illinois Urbana-Champaign
    • Deep learning in Electronic Health Records - CDSS 2: University of Glasgow
    • The Teacher and Social and Emotional Learning (SEL): University of Colorado Boulder
    • Write A Feature Length Screenplay For Film Or Television: Michigan State University
    • Learning Server-side Programming through Game Development: The Hong Kong University of Science and Technology
    • Enhance Student Learning with Interactive Lessons in Nearpod: Coursera Project Network

    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
    • ECTS Credit Recommendations

    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