• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Online Degrees
  • Careers
  • 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
     *

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the Mathematics for Machine Learning Course Catalog

    • Status: New
      New
      Status: Preview
      Preview
      S

      Simplilearn

      Python Programming Essentials Training

      Skills you'll gain: Object Oriented Programming (OOP), Programming Principles, Python Programming, Computer Programming, Scripting, Scripting Languages, Development Environment, Software Installation, Integrated Development Environments

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Algebra: Elementary to Advanced

      Skills you'll gain: Graphing, Algebra, Mathematical Modeling, Predictive Modeling, Arithmetic, Advanced Mathematics, Applied Mathematics, Linear Algebra, Business Mathematics, Geometry, Scientific Methods

      4.8
      Rating, 4.8 out of 5 stars
      ·
      749 reviews

      Beginner · Specialization · 3 - 6 Months

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

      Microsoft

      SQL Foundations

      Skills you'll gain: SQL, Microsoft SQL Servers, Database Management, Databases, Relational Databases, Query Languages, Data Manipulation, Data Transformation, Data Integration, Data Analysis, Generative AI

      4.2
      Rating, 4.2 out of 5 stars
      ·
      24 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      U

      UNSW Sydney (The University of New South Wales)

      Learning to Teach Online

      Skills you'll gain: Learning Management Systems, Teaching, Education Software and Technology, Planning, Technology Strategies, End User Training and Support, Digital Communications, Innovation, Emerging Technologies

      4.7
      Rating, 4.7 out of 5 stars
      ·
      3.2K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      Status: AI skills
      AI skills
      M

      Microsoft

      Microsoft Power BI Data Analyst

      Skills you'll gain: Power BI, Datamaps, Microsoft Excel, Microsoft Power Platform, Data Analysis, Data Visualization, Data Collection, Business Intelligence, Data Integration, Data Pipelines, Application Deployment, Database Design, Data Manipulation, Data Security, Microsoft 365, Timelines, Business Modeling, Data Mapping, Business Analytics, SQL

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      7.9K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Preview
      Preview
      K

      Korea Advanced Institute of Science and Technology(KAIST)

      Differential Equations Part I Basic Theory

      Skills you'll gain: Differential Equations, Mathematical Modeling, Applied Mathematics, Calculus, Vibrations, Mechanics

      4.7
      Rating, 4.7 out of 5 stars
      ·
      1.4K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      H

      HRCI

      Learning and Development

      Skills you'll gain: Training Programs, Training and Development, Compliance Training, Employee Training, Adult Education, Instructional Design, Developing Training Materials, Management Training And Development, Program Evaluation, Workforce Development, Needs Assessment, Succession Planning, Employee Coaching, Professional Development, Learning Styles

      4.8
      Rating, 4.8 out of 5 stars
      ·
      741 reviews

      Beginner · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Improving Math Engagement with Prodigy

      Skills you'll gain: Mathematics Education, Education Software and Technology

      4.7
      Rating, 4.7 out of 5 stars
      ·
      83 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      A

      Arizona State University

      Arizona State University TESOL

      Skills you'll gain: Oral Comprehension, Lesson Planning, Education Software and Technology, Pedagogy, Teaching, Literacy, Learning Strategies, Instructional Strategies, Language Competency, Grammar, Curriculum Planning, Learning Styles, English Language, Motivational Skills, Classroom Management, Presentations, Language Learning, Drive Engagement, Design Strategies, Design Elements And Principles

      4.9
      Rating, 4.9 out of 5 stars
      ·
      21K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Preview
      Preview
      Y

      Yale University

      Introduction to Psychology

      Skills you'll gain: Psychology, Mental and Behavioral Health Specialties, Human Development, Scientific Methods, Clinical Psychology, Research, Culture, Social Sciences, Learning Theory, Psychiatry, Child Development, Neurology, Critical Thinking, Problem Solving

      4.9
      Rating, 4.9 out of 5 stars
      ·
      32K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      U

      University of Pennsylvania

      English for Journalism

      Skills you'll gain: Journalism, Oral Expression, Research, Interviewing Skills, Grammar, English Language, Vocabulary, Electronic Media, Media and Communications, Digital Publishing, Editing, Storytelling, Ethical Standards And Conduct

      4.8
      Rating, 4.8 out of 5 stars
      ·
      2.8K reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Macquarie University

      Excel Skills for Business: Advanced

      Skills you'll gain: Dashboard, Data Cleansing, Excel Formulas, Microsoft Excel, Spreadsheet Software, Data Analysis Expressions (DAX), Data Validation, Data Visualization, Financial Modeling, Automation, Depreciation, Loans, Financial Analysis

      4.7
      Rating, 4.7 out of 5 stars
      ·
      6.1K reviews

      Intermediate · 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…181920…834

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

    • Python Programming Essentials Training: Simplilearn
    • Algebra: Elementary to Advanced: Johns Hopkins University
    • SQL Foundations: Microsoft
    • Learning to Teach Online: UNSW Sydney (The University of New South Wales)
    • Microsoft Power BI Data Analyst: Microsoft
    • Differential Equations Part I Basic Theory: Korea Advanced Institute of Science and Technology(KAIST)
    • Learning and Development: HRCI
    • Improving Math Engagement with Prodigy: Coursera Project Network
    • Arizona State University TESOL: Arizona State University
    • Introduction to Psychology : Yale University

    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

    Technical Skills

    • ChatGPT
    • Coding
    • Computer Science
    • Cybersecurity
    • DevOps
    • Ethical Hacking
    • Generative AI
    • Java Programming
    • Python
    • Web Development

    Analytical Skills

    • Artificial Intelligence
    • Big Data
    • Business Analysis
    • Data Analytics
    • Data Science
    • Financial Modeling
    • Machine Learning
    • Microsoft Excel
    • Microsoft Power BI
    • SQL

    Business Skills

    • Accounting
    • Digital Marketing
    • E-commerce
    • Finance
    • Google
    • Graphic Design
    • IBM
    • Marketing
    • Project Management
    • Social Media Marketing

    Career Resources

    • Essential IT Certifications
    • High-Income Skills to Learn
    • How to Get a PMP Certification
    • How to Learn Artificial Intelligence
    • Popular Cybersecurity Certifications
    • Popular Data Analytics Certifications
    • What Does a Data Analyst Do?
    • Career Development Resources
    • Career Aptitude Test
    • 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
    • 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