• 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


  • C

    Coursera

    AI-Augmented Decision-Making for Business Leaders

    Skills you'll gain: Business Leadership, Strategic Leadership, Data Ethics, Strategic Decision-Making, Responsible AI, Decision Intelligence, Business Strategy, Leadership, Risk Analysis, Artificial Intelligence, Business Risk Management, Risk Mitigation, Culture Transformation, AI Integrations, Stakeholder Communications, Accountability, Communication

    4.8 stars, 20 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (20) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    AI Business School

    Practical AI and prompting for management professionals

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Generative AI, Sales, Sales Enablement, AI Personalization, Large Language Modeling, AI literacy, ChatGPT, AI Enablement, Workflow Management, Artificial Intelligence, Ideation, Innovation, Business Transformation, Content Creation, Business Management, Key Management

    5 stars, 8 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 5 (8) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Logistic Regression and Prediction for Health Data

    Skills you'll gain: Logistic Regression, Model Evaluation, Statistical Inference, Predictive Analytics, R Programming, Predictive Modeling, Probability & Statistics, Statistical Modeling, Statistical Methods, Biostatistics, Regression Analysis, Statistical Analysis, Statistical Hypothesis Testing, Data Analysis, Epidemiology, Descriptive Statistics

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Master XPath Querying for XML and Automation

    Skills you'll gain: Extensible Markup Language (XML), Extensible Languages and XML, Selenium (Software), Test Script Development, Scalability, Software Testing, Web Applications, Test Automation, Automation, Maintainability, Hypertext Markup Language (HTML)

    Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Macquarie University

    Pitching, Marketing and Sales For Startups

    Skills you'll gain: Value Propositions, Oral Expression, Selling Techniques, Digital Media Strategy, Social Media Strategy, Presentations, Storytelling, Goal Setting, Marketing Strategies, Sales Strategy, Entrepreneurship, Data-Driven Decision-Making, Customer Insights, Marketing Strategy and Techniques, Prospecting and Qualification, New Business Development, Brand Strategy, Business Communication, Customer Analysis, User Research

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Apply Apache Cassandra Fundamentals for Scalable Databases

    Skills you'll gain: Query Languages, Data Integrity, Data Manipulation, Data Management

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Gemini for Cloud Architects - Français

    Skills you'll gain: Google Gemini, Gemini, Google Cloud Platform, Kubernetes, Cloud Deployment, Cloud Infrastructure, AI Workflows, Cloud Computing Architecture, Application Deployment, Cloud Services

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    GoHighLevel for Beginners: Voice AI Automated Appointments

    Skills you'll gain: Outbound Calls, Operational Efficiency, AI Workflows, Agentic Workflows, Generative AI Agents, Workflow Management, Customer Service, AI Integrations, Automation, Prompt Engineering, Systems Integration, Customer Communications Management

    4.9 stars, 7 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.9 (7) · Beginner · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Master Scrum Fundamentals for PSM-I Certification Success

    Skills you'll gain: Agile Methodology, Scrum (Software Development), Case Studies, Continuous Improvement Process

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Peking University

    Health Care and Promotion for Infants and Toddlers

    Skills you'll gain: Pediatric Nursing, Infant Care, Pediatrics, Child Health, Pediatric First Aid, Nutrition and Diet, Nursing Care, Working With Children, Clinical Nutrition, Oral Health, Preventative Care, Public Health and Disease Prevention, Toileting, Infectious Diseases, Dental Care, Respiratory Care, Airway Management, Immunology, Infection Control, Heimlich Maneuver

    4.9 stars, 21 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.9 (21) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • G

    Google Cloud

    Cloud SQL for PostgreSQL: Qwik Start

    Skills you'll gain: Database Administration, PostgreSQL, Database Management, Operational Databases, SQL, Google Cloud Platform

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    Gemini for Security Engineers - Español

    Skills you'll gain: Google Gemini, Cloud Deployment, Google Cloud Platform, Gemini, AI Security, Cloud Security, Generative AI, Security Controls, System Configuration

    Beginner · Course · 1 - 4 Weeks

1…282283284…834

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

  • AI-Augmented Decision-Making for Business Leaders: Coursera
  • Practical AI and prompting for management professionals: AI Business School
  • Logistic Regression and Prediction for Health Data: University of Michigan
  • Master XPath Querying for XML and Automation: EDUCBA
  • Pitching, Marketing and Sales For Startups: Macquarie University
  • Apply Apache Cassandra Fundamentals for Scalable Databases: EDUCBA
  • Gemini for Cloud Architects - Français: Google Cloud
  • GoHighLevel for Beginners: Voice AI Automated Appointments: Coursera
  • Master Scrum Fundamentals for PSM-I Certification Success: EDUCBA
  • Health Care and Promotion for Infants and Toddlers: Peking 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
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok