• 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: Free Trial
    Free Trial
    E

    EDUCBA

    Master Java Spring Framework: Build Web Apps

    Skills you'll gain: Object-Relational Mapping, Spring Framework, Hibernate (Java), Apache Maven, Model View Controller, Relational Databases, Database Design, MySQL, Java Programming, Databases, Web Applications, Java Platform Enterprise Edition (J2EE), Application Frameworks, Java, Full-Stack Web Development, Database Application, Authentications, Object Oriented Design, Back-End Web Development, Object Oriented Programming (OOP)

    4.7
    Rating, 4.7 out of 5 stars
    ·
    13 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Introduction to Integrative Nursing

    Skills you'll gain: Nursing Practices, Nursing Management, Clinical Leadership, Patient Evaluation, Nursing, Nursing Care, Nursing and Patient Care, Personal Care, Pain Management, Patient-centered Care, Health Assessment, Clinical Assessment, Care Management, Stress Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    98 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Michigan

    Becoming a Social Entrepreneur: Getting Started

    Skills you'll gain: Social Impact, Entrepreneurship, Systems Thinking, Personal Development, Personal Attributes, Feasibility Studies, Ideation, Social Justice, Problem Solving, Needs Assessment, Self-Awareness, Community Development, Case Studies, Resilience, Overcoming Obstacles

    4.7
    Rating, 4.7 out of 5 stars
    ·
    78 reviews

    Beginner · Course · 1 - 3 Months

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

    EDUCBA

    Analyze Financial Markets & Apply Investment Strategies

    Skills you'll gain: Investment Banking, Capital Markets, Financial Analysis, Statistics, Financial Management, Investment Management, Financial Market, Quantitative Research, Investments, Financial Acumen, Finance, Data Literacy, Banking, Analytical Skills, Statistical Methods, Communication Strategies, Probability & Statistics, Mergers & Acquisitions, Portfolio Management, Business

    4.8
    Rating, 4.8 out of 5 stars
    ·
    14 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    T

    Technical University of Denmark (DTU)

    Photovoltaic Systems

    Skills you'll gain: Power Electronics, Electrical Power, Plant Operations and Management, Sustainable Engineering, Electrical Systems, Sustainable Technologies, Energy and Utilities, Semiconductors, Electronics, Environmental Engineering, Electrical Engineering, Materials science, Physics, Engineering Calculations, Manufacturing Processes, Mathematical Modeling

    4.6
    Rating, 4.6 out of 5 stars
    ·
    161 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Statistical Inference and Hypothesis Testing in Data Science Applications

    Skills you'll gain: Statistical Hypothesis Testing, Statistical Methods, Probability & Statistics, Data Ethics, Statistical Analysis, Statistical Inference, Statistics, Sample Size Determination, Sampling (Statistics), Probability Distribution

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    55 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    É

    École Polytechnique Fédérale de Lausanne

    Digital Signal Processing 4: Applications

    Skills you'll gain: Digital Signal Processing, Digital Communications, Communication Systems, Image Analysis, Telecommunications, Electrical and Computer Engineering, Electronics Engineering, Embedded Systems, Electronic Hardware, Electronics, Algorithms

    4.7
    Rating, 4.7 out of 5 stars
    ·
    86 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Design and Develop a Website using Figma and CSS

    Skills you'll gain: Figma (Design Software), Front-End Web Development, Web Design and Development, Web Design, Prototyping, HTML and CSS, Web Development, Design Software, Hypertext Markup Language (HTML), Design, Cascading Style Sheets (CSS)

    4.6
    Rating, 4.6 out of 5 stars
    ·
    118 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Conflict Management Project

    Skills you'll gain: Conflict Management, Communication Strategies, Case Studies, Stakeholder Management, Interpersonal Communications, Intercultural Competence, Portfolio Management, Organizational Effectiveness, Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    187 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Macquarie University

    Global sustainability and corporate social responsibility: Be sustainable

    Skills you'll gain: Business Ethics, Corporate Sustainability, Sustainable Business, Environmental Social And Corporate Governance (ESG), Sustainable Development, Governance, Sustainability Standards, Ethical Standards And Conduct, Business Strategies, Supply Chain, Social Impact, Environmental Issue, Strategic Planning, Organizational Structure

    4.7
    Rating, 4.7 out of 5 stars
    ·
    472 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    T

    The University of Chicago

    Global Warming II: Create Your Own Models in Python

    Skills you'll gain: Climate Change Programs, Mathematical Modeling, Predictive Modeling, Physical Science, Simulation and Simulation Software, Environmental Science, Process Modeling, Simulations, Numerical Analysis, Programming Principles

    4.1
    Rating, 4.1 out of 5 stars
    ·
    58 reviews

    Mixed · Course · 1 - 3 Months

  • I

    IE Business School

    Critical Perspectives on Management

    Skills you'll gain: Innovation, Employee Performance Management, Performance Appraisal, Performance Management, Leadership and Management, Governance, Case Studies, Organizational Effectiveness, Corporate Strategy, Decision Making, Behavioral Economics, Ancient History, Organizational Structure, Business Strategy, Business Economics, Social Studies, Economics, Market Dynamics, Storytelling

    4.8
    Rating, 4.8 out of 5 stars
    ·
    314 reviews

    Beginner · Course · 1 - 3 Months

1…750751752…834

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

  • Master Java Spring Framework: Build Web Apps: EDUCBA
  • Introduction to Integrative Nursing: University of Minnesota
  • Becoming a Social Entrepreneur: Getting Started: University of Michigan
  • Analyze Financial Markets & Apply Investment Strategies: EDUCBA
  • Photovoltaic Systems: Technical University of Denmark (DTU)
  • Statistical Inference and Hypothesis Testing in Data Science Applications: University of Colorado Boulder
  • Digital Signal Processing 4: Applications: École Polytechnique Fédérale de Lausanne
  • Design and Develop a Website using Figma and CSS: Coursera
  • Conflict Management Project: University of California, Irvine
  • Global sustainability and corporate social responsibility: Be sustainable: Macquarie 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

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