• 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: Preview
    Preview
    U

    Universiteit Leiden

    Introduction to Comparative Indo-European Linguistics

    Skills you'll gain: Ancient History, Culture, Language Learning, Anthropology, Social Studies, Multilingualism, Literacy, Research, Research Methodologies

    4.6
    Rating, 4.6 out of 5 stars
    ·
    100 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    V

    Voxy

    English Language Skills A2-B1 CEFR: Low-Intermediate

    Skills you'll gain: Stress Management, Goal Setting, Nutrition and Diet, Professional Development, Personal Development, Organizational Skills, English Language, Planning, Technical Communication, Product Knowledge, Productivity, Language Learning, Social Skills, Interpersonal Communications, Media and Communications, Customer Service, Verbal Communication Skills, Language Competency, Retail Sales, Health And Wellness Coaching

    4.6
    Rating, 4.6 out of 5 stars
    ·
    571 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    I

    Institute for the Future

    Futures Thinking

    Skills you'll gain: Forecasting, Visionary, Innovation, Proactivity, Strategic Thinking, Strategic Planning, Cognitive flexibility, Creative Thinking, Action Oriented, Simulations, Optimism, Planning, Community Organizing, Creativity, Social Impact, Systems Thinking, Virtual Reality, Responsible AI, Trend Analysis, Brainstorming

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.9K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    Università di Napoli Federico II

    English Intermediate B1.2

    Skills you'll gain: English Language, Vocabulary, Stress Management, Education and Training, Higher Education, Medical Terminology, Language Learning, Interpersonal Communications, Environmental Issue, Grammar, Climate Change Mitigation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    211 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    The Pronunciation of American English Project

    Skills you'll gain: Oral Comprehension, Language Competency, English Language, Language Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    130 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free
    Free
    U

    University of Washington

    Lesson | Business English Skills: How to Write Effective Openings and Closings to Emails

    Skills you'll gain: Business Communication, English Language, Business Writing, Business Correspondence, Communication, Professional Networking, Writing

    4.5
    Rating, 4.5 out of 5 stars
    ·
    521 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    Institute for the Future

    Ready, Set, Future! Introduction to Futures Thinking

    Skills you'll gain: Forecasting, Innovation, Proactivity, Strategic Thinking, Creative Thinking, Optimism, Systems Thinking, Trend Analysis, Creativity, Professional Development, Leadership, Collaboration, Analysis, Emerging Technologies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.3K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Spanish Vocabulary: Careers and Social Events

    Skills you'll gain: Language Learning, Spanish Language, Vocabulary, Oral Comprehension, Grammar

    4.7
    Rating, 4.7 out of 5 stars
    ·
    203 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Differential Calculus through Data and Modeling

    Skills you'll gain: Calculus, Applied Mathematics, Data Modeling, Estimation, Graphing, Mathematical Modeling, Numerical Analysis, Algebra, Mathematical Software, Engineering Calculations, Linear Algebra, Trigonometry, Operations Research, Data Analysis, Graphical Tools, Derivatives, Mathematical Theory & Analysis, Geometry

    4.8
    Rating, 4.8 out of 5 stars
    ·
    387 reviews

    Intermediate · Specialization · 3 - 6 Months

  • T

    The University of Sydney

    Introduction to Linear Algebra

    Skills you'll gain: Linear Algebra, Markov Model, Geometry, Arithmetic, Algebra, General Mathematics, Advanced Mathematics, Probability, Mathematics and Mathematical Modeling, Mathematical Theory & Analysis, Mathematical Modeling, Applied Mathematics, Statistical Methods, Vector Databases, Engineering Analysis, Computational Logic

    4.8
    Rating, 4.8 out of 5 stars
    ·
    39 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    É

    École Polytechnique Fédérale de Lausanne

    Analyse numérique pour ingénieurs

    Skills you'll gain: Numerical Analysis, Engineering Analysis, Engineering Calculations, Differential Equations, Finite Element Methods, Matlab, Calculus, Mathematical Modeling, Linear Algebra, Applied Mathematics, Advanced Mathematics, Integral Calculus, Estimation, Algorithms, Derivatives

    4.5
    Rating, 4.5 out of 5 stars
    ·
    109 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    Universidad Autónoma Metropolitana

    Reading and Comprehension of Text in English

    Skills you'll gain: Vocabulary, Literacy, English Language, Language Competency, Language Learning, Grammar

    4.2
    Rating, 4.2 out of 5 stars
    ·
    97 reviews

    Beginner · Course · 1 - 3 Months

Searches related to math for machine learning

math for machine learning and data science
data for machine learning
math for the machine learning
maths and statistics for machine learning
maths for data science and machine learning
1…279280281…834

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

  • Introduction to Comparative Indo-European Linguistics: Universiteit Leiden
  • English Language Skills A2-B1 CEFR: Low-Intermediate: Voxy
  • Futures Thinking: Institute for the Future
  • English Intermediate B1.2: Università di Napoli Federico II
  • The Pronunciation of American English Project: University of California, Irvine
  • Lesson | Business English Skills: How to Write Effective Openings and Closings to Emails: University of Washington
  • Ready, Set, Future! Introduction to Futures Thinking: Institute for the Future
  • Spanish Vocabulary: Careers and Social Events: University of California, Davis
  • Differential Calculus through Data and Modeling: Johns Hopkins University
  • Introduction to Linear Algebra: The University of Sydney

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