• 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


  • M

    Microsoft

    Secure Access with Azure Active Directory

    Skills you'll gain: Azure Active Directory, Active Directory, Microsoft Azure, Multi-Factor Authentication, Authentications, Group Policy, IT Security Architecture, User Accounts, Windows Servers, Role-Based Access Control (RBAC), Authorization (Computing), Identity and Access Management, User Provisioning, Cloud Security, Security Assertion Markup Language (SAML), Single Sign-On (SSO), Hybrid Cloud Computing, Self Service Technologies

    4.5 stars, 103 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (103) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Impacts of the Environment on Global Public Health

    Skills you'll gain: Demography, Occupational Health, Environment Health And Safety, Environmental Regulations, Occupational Hygiene, Social Justice, Climate Change Programs, Environmental Issue, Public Health, Health Equity, Environmental Laws, Environment, Environmental Policy, Sustainable Development, Health Disparities, Systems Thinking, Sustainable Systems, Occupational Safety and Health Administration (OSHA), Social Determinants Of Health, Climate Change Mitigation

    4.7 stars, 317 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (317) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of London

    Business Sustainability in the Circular Economy

    Skills you'll gain: Sustainable Business, Corporate Sustainability, Reverse Logistics, Sustainable Development, Environmental Laws, Environmental Issue, Waste Minimization, Environmental Regulations, Logistics Management, Logistics, Business Modeling, Climate Change Mitigation

    4.6 stars, 292 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (292) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    Diode - pn Junction and Metal Semiconductor Contact

    Skills you'll gain: Semiconductors, Electronic Systems, Electrical Engineering, Electronic Components, Electrical and Computer Engineering, Electrical Power, Electronic Hardware, Electronics Engineering, Electronics, Electrical Systems, Materials science, Engineering Calculations, Mathematical Modeling, Applied Mathematics

    4.5 stars, 295 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.5 (295) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • E

    EDUCBA

    Linux Bash Scripting & Shell Programming

    Skills you'll gain: Bash (Scripting Language), Shell Script, Linux Commands, Unix Shell, Linux Administration, Linux, Scripting, Scripting Languages, grep, Unix Commands, File Management, Unix, Command-Line Interface, Debugging, Code Reusability, System Configuration, Data Processing, File I/O, User Interface (UI), IT Automation

    4.6 stars, 27 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.6 (27) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Content Marketing: Strategy, SEO & Conversion

    Skills you'll gain: Content Marketing, Blogs, Copywriting, Content Creation, Content Optimization, Web Content, Content Strategy, Digital Content, Marketing Strategies, Search Engine Optimization, Marketing Communications, Persuasive Communication, Driving engagement, Brand Strategy, Web Analytics and SEO, Writing, Brand Awareness

    5 stars, 16 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 5 (16) · Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Minnesota

    IS/IT Governance

    Skills you'll gain: IT Management, Technology Strategies, Change Management, Information Technology, Governance, Portfolio Management, Project Portfolio Management, Investment Management, System Implementation, Resource Allocation, Return On Investment, Risk Analysis, Financial Analysis, Cost Benefit Analysis, Risk Management, Resource Consumption Accounting, Decision Making

    4.7 stars, 756 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (756) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Google Drive

    Skills you'll gain: Google Workspace, File Management, Collaborative Software, Document Management, Data Sharing, Productivity Software, Shared Media, Cloud Storage, File Systems, Business Software, Content Management, Organizational Skills, Data Management, Identity and Access Management, Role-Based Access Control (RBAC)

    4.7 stars, 369 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (369) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    American Psychological Association

    Discover Yourself, Build Relationships, and Navigate Groups

    Skills you'll gain: Self-Awareness, Self-Discipline, Relationship Building, Personal Development, Psychology, Relationship Management, Self-Motivation, Culture, Emotional Intelligence, Cultural Sensitivity, Behavior Management, Rapport Building, Decision Making, Goal Setting, Motivational Skills, Social Sciences, Social Studies, Sociology, Interpersonal Communications, Decision Intelligence

    4.7 stars, 63 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (63) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • K

    Knowledge Accelerators

    Microsoft 365 Copilot: Boost Productivity & Build Agents

    Skills you'll gain: Microsoft Copilot, Microsoft 365, Microsoft Teams, Microsoft PowerPoint, Productivity Software, Risking, Workflow Management, Generative AI Agents, Agentic Workflows, AI powered creativity, Content Development and Management, Document Management, Generative AI, Ethical Standards And Conduct, AI literacy, Language Interpretation, Translation, and Studies, Microsoft Excel, Business Correspondence, Productivity, Business Communication

    4.6 stars, 144 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (144) · Beginner · Specialization · 3 - 6 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Evidence-based Toxicology

    Skills you'll gain: Process Validation, Verification And Validation, Laboratory Testing, Environmental Science, Research, Hazard Analysis, Safety Assurance, Scientific Methods, Science and Research, Biostatistics, Bioinformatics, Research Methodologies, Environmental Regulations, General Science and Research, Research Design, Epidemiology, Risk Analysis, Quantitative Research, Data Synthesis

    4.7 stars, 123 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (123) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    PyCaret: Anatomy of Regression

    Skills you'll gain: Model Optimization, Regression Analysis, Model Training, Statistical Modeling, Predictive Modeling, Fine-tuning, Scientific Visualization, Model Evaluation, Data Preprocessing, Applied Machine Learning, Data Processing, Exploratory Data Analysis, Python Programming, Machine Learning, Development Environment

    4.5 stars, 14 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.5 (14) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
1…723724725…834

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

  • Secure Access with Azure Active Directory: Microsoft
  • Impacts of the Environment on Global Public Health: University of Michigan
  • Business Sustainability in the Circular Economy: University of London
  • Diode - pn Junction and Metal Semiconductor Contact: University of Colorado Boulder
  • Linux Bash Scripting & Shell Programming: EDUCBA
  • Content Marketing: Strategy, SEO & Conversion: EDUCBA
  • IS/IT Governance: University of Minnesota
  • Google Drive: Google Cloud
  • Discover Yourself, Build Relationships, and Navigate Groups: American Psychological Association
  • Microsoft 365 Copilot: Boost Productivity & Build Agents: Knowledge Accelerators

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