• 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 can help you learn linear algebra, calculus, probability, and statistics. You can build skills in data analysis, model evaluation, and algorithm optimization. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI and artificial intelligence projects. You'll also explore techniques like gradient descent and matrix factorization, which are crucial for developing effective machine learning models.

Popular Math For Machine Learning Courses and Certifications


  • Status: Free Trial
    Free Trial
    R

    Rice University

    Interpersonal Communication for Engineering Leaders

    Skills you'll gain: Executive Presence, Business Communication, Strategic Communication, Crisis Management, Interpersonal Communications, Public Relations, Communication, Meeting Facilitation, Intercultural Competence, Stakeholder Communications, Persuasive Communication, Cultural Diversity, Leadership, Communication Strategies, Conflict Management, Verbal Communication Skills, Cultural Sensitivity, Diversity Awareness, Branding, Brand Strategy

    4.6
    Rating, 4.6 out of 5 stars
    ·
    224 reviews

    Mixed · Course · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    Sustainable Innovation for Subsistence Marketplaces

    Skills you'll gain: Environmental Issue, Solution Design, Sustainable Development, Design Thinking, Business Planning, Human Centered Design, Sustainable Business, Innovation, Entrepreneurship, Economic Development, Needs Assessment, Business Development, Consumer Behaviour, Market Analysis, Market Research, Market Dynamics, Cultural Sensitivity

    Build toward a degree

    4.1
    Rating, 4.1 out of 5 stars
    ·
    125 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Macquarie University

    Educate Skills for Startups

    Skills you'll gain: Oral Expression, Due Diligence, Customer Analysis, Entrepreneurial Finance, Sales Presentations, Ideation, Business Ethics, Stakeholder Engagement, Design Thinking, Selling Techniques, Business Valuation, Marketing Strategy and Techniques, Contract Negotiation, Social Media Campaigns, Market Opportunities, Governance, Social Media Strategy, Negotiation, Digital Media Strategy, Market Analysis

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    T

    The State University of New York

    Foundations for Assisting in Home Care

    Skills you'll gain: Developmental Disabilities, Home Health Care, Home Health Care and Assisted Living, Nutrition and Diet, Geriatrics, Cultural Diversity, Mental Health Diseases and Disorders, Nutrition Education, Patient Assistance, Caregiving, Working With Children, Meal Planning And Preparation, Cultural Sensitivity, Child Health, Disabilities, Patient Communication, Diversity Awareness, Basic Patient Care, Mental and Behavioral Health, Pediatrics

    4.8
    Rating, 4.8 out of 5 stars
    ·
    681 reviews

    Mixed · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Contract Drafting Basics

    Skills you'll gain: Legal Technology, Generative AI, Responsible AI, Data Ethics, Contract Management, Contract Compliance, Client Services, AI literacy, AI Personalization, AI Integrations, Law, Regulation, and Compliance, Automation, Analysis

    4.4
    Rating, 4.4 out of 5 stars
    ·
    16 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Gemini for Cloud Architects

    Skills you'll gain: Google Gemini, Gemini, Kubernetes, Google Cloud Platform, Application Deployment, Cloud Deployment, Cloud Management, Cloud Infrastructure, Unix Shell, Prompt Engineering, Generative AI, Cloud Services, Cloud Computing Architecture

    4.4
    Rating, 4.4 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Apply Artificial Intelligence Using Python for Beginners

    Skills you'll gain: AI Workflows, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML)

    4.8
    Rating, 4.8 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Body Language for Effective Leadership Communication

    Skills you'll gain: Non-Verbal Communication, Assertiveness, Rapport Building, Executive Presence, Leadership, Interpersonal Communications, Business Leadership, Business Communication, Communication, Communication Strategies, Influencing, Professionalism, Trustworthiness, Leadership and Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    19 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Preventative Healthcare for the Newborn Baby

    Skills you'll gain: Preventative Care, Postpartum Care, Infant Care, Pediatrics, Public Health and Disease Prevention, Health Assessment, Endocrinology, Pharmacology, Clinical Monitoring, Cardiology, Diagnostic Tests, Laboratory Testing, Hematology, Communication Disorders, Infectious Diseases

    4.8
    Rating, 4.8 out of 5 stars
    ·
    633 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Skills for Nursing Informatics Leaders

    Skills you'll gain: Clinical Leadership, Nursing Administration, Nursing Management, Leadership, Nursing, Nursing Practices, Health Informatics, Informatics, Health Care, Information Management, Health Technology, General Networking, Culture

    4.8
    Rating, 4.8 out of 5 stars
    ·
    204 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Developing a Marketing Mix for Growth

    Skills you'll gain: Product Lining, Communication Planning, Product Strategy, Marketing, Product Assortment, Integrated Marketing Communications, Strategic Marketing, Marketing Management, Product Lifecycle Management, Product Planning, Marketing Planning, Marketing Communications, Advertising, Marketing Strategies, Marketing Channel, Advertising Campaigns, Consumer Behaviour, Promotional Strategies, Market Opportunities, Writing

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
    ·
    736 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Introduction to Python Scripting for DevOps

    Skills you'll gain: Scripting, Programming Principles, Scripting Languages, Computer Programming, Data Storage, Program Development, Computer Programming Tools, Python Programming, Development Environment, Integrated Development Environments

    4
    Rating, 4 out of 5 stars
    ·
    143 reviews

    Beginner · Course · 1 - 4 Weeks

1…160161162…834

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

  • Interpersonal Communication for Engineering Leaders: Rice University
  • Sustainable Innovation for Subsistence Marketplaces: University of Illinois Urbana-Champaign
  • Educate Skills for Startups: Macquarie University
  • Foundations for Assisting in Home Care: The State University of New York
  • GenAI for Contract Drafting Basics: Coursera
  • Gemini for Cloud Architects: Google Cloud
  • Apply Artificial Intelligence Using Python for Beginners: EDUCBA
  • Body Language for Effective Leadership Communication: EDUCBA
  • Preventative Healthcare for the Newborn Baby: University of Colorado System
  • Skills for Nursing Informatics Leaders: University of Minnesota

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