• 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
    U

    University at Buffalo

    Solar Energy Codes, Permitting and Zoning

    Skills you'll gain: Building Codes, Construction Inspection, Electrical Systems, Electrical Power, Electrical Wiring, Electrical Safety, Architectural Engineering, Electrical Equipment, Land Development, Design Reviews, Submittals (Construction), Document Management, System Requirements

    4.7
    Rating, 4.7 out of 5 stars
    ·
    140 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Modeling of Autonomous Systems

    Skills you'll gain: Model Based Systems Engineering, Mathematical Modeling, Systems Architecture, Automation Engineering, Control Systems, Network Model, Mechanical Engineering, Mechanics, Systems Analysis, Theoretical Computer Science, Applied Mathematics, Automation, Differential Equations, Safety Assurance, Failure Analysis, Basic Electrical Systems

    Build toward a degree

    3.4
    Rating, 3.4 out of 5 stars
    ·
    22 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Master The Art of Digital Marketing with Canva

    Skills you'll gain: Logo Design, Canva (Software), Marketing Design, Marketing Collateral, Marketing Materials, Advertising, Branding, Marketing, Brand Awareness, Creative Design, Promotional Materials, Graphic Design, Aesthetics, Digital Marketing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    25 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free
    Free
    P

    Princeton University

    Food Ethics

    Skills you'll gain: Health Disparities, Food and Beverage, Health Equity, Social Justice, Sustainable Systems, Ethical Standards And Conduct, Nutrition and Diet, Sustainability Standards, International Relations, Environmental Issue, Policy Analysis, Sustainable Development, Cultural Diversity, Cultural Sensitivity, Environment and Resource Management, Community Development

    4.6
    Rating, 4.6 out of 5 stars
    ·
    98 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free
    Free
    C

    Coursera

    Get Started with Airtable

    Skills you'll gain: Project Management Software, Workflow Management, Real Time Data, Timelines, Kanban Principles, Database Software, Data Integration, Project Management, Database Design, Scheduling, Data Sharing, Leadership, Problem Solving

    3.9
    Rating, 3.9 out of 5 stars
    ·
    33 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    P

    Politecnico di Milano

    Sustainable Urban Water Systems

    Skills you'll gain: Stormwater Management, Water Sustainability, Water Resource Management, Water Resources, Hydrology, Environmental Engineering and Restoration, Climate Change Adaptation, Environmental Engineering, Civil Engineering, Sustainable Design, Natural Resource Management, Waste Minimization, Sustainable Development, Climate Change Mitigation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    64 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    Scrimba

    Advanced JavaScript

    Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Javascript, Application Programming Interface (API), Code Reusability, Software Design Patterns, Data Management, Data Structures, Web Development, Computational Logic, Programming Principles, Data Import/Export, Software Development, Software Engineering, Performance Tuning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    18 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    O

    O.P. Jindal Global University

    Ethics in Public Policy

    Skills you'll gain: Policy Analysis, Social Justice, Ethical Standards And Conduct, Public Policies, Public Administration, Political Sciences, Economics, Policy, and Social Studies, Economic Development, Governance, Social Sciences, Economics, International Relations, Cultural Diversity, Case Studies

    4.4
    Rating, 4.4 out of 5 stars
    ·
    25 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    Navigating Disruptions and Emerging Technologies

    Skills you'll gain: Emerging Technologies, Forecasting, Critical Thinking, Augmented and Virtual Reality (AR/VR), Strategic Thinking, Technology Strategies, Strategic Leadership, Business Transformation, Data-Driven Decision-Making, Strategic Decision-Making, Innovation, Storytelling, Thought Leadership, Augmented Reality, AI literacy, Scenario Testing, Decision Making, Artificial Intelligence, Virtual Reality, Probability & Statistics

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
    ·
    48 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Foundations of Purchasing: Principles and Practices

    Skills you'll gain: Purchasing, Supplier Relationship Management, Contract Management, Supplier Management, Procurement, Vendor Relationship Management, Supply Management, Supplier Performance Management, Vendor Management, Contract Compliance, Strategic Sourcing, Vendor Contracts, Price Negotiation, Supply Chain, Negotiation, Contract Negotiation, Business Ethics, Compliance Management, Supply Chain Management, Ethical Standards And Conduct

    4.7
    Rating, 4.7 out of 5 stars
    ·
    51 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    SkillUp

    Fundamentals of Data Science in Healthcare

    Skills you'll gain: Interoperability, Medical Privacy, Clinical Data Management, Data Cleansing, Data Preprocessing, Health Informatics, Feature Engineering, Data Transformation, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Data Quality, ICD Coding (ICD-9/ICD-10), Data Processing, Health Care, Health Information Management, Data Integration, Medical Records, Medical Coding, Data Validation, Electronic Medical Record, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Fundamental Tools of Data Wrangling

    Skills you'll gain: Pandas (Python Package), Data Presentation, Data Wrangling, NumPy, Data Visualization, Data Cleansing, Data Structures, Data Analysis, Data Manipulation, Data Preprocessing, Data Transformation, Data Analysis Software, Data Processing, Programming Principles, Data Storage, Python Programming, Numerical Analysis, Computer Programming, Package and Software Management

    4.3
    Rating, 4.3 out of 5 stars
    ·
    21 reviews

    Beginner · Course · 1 - 3 Months

1…825826827…834

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

  • Solar Energy Codes, Permitting and Zoning: University at Buffalo
  • Modeling of Autonomous Systems: University of Colorado Boulder
  • Master The Art of Digital Marketing with Canva : Coursera
  • Food Ethics: Princeton University
  • Get Started with Airtable: Coursera
  • Sustainable Urban Water Systems: Politecnico di Milano
  • Advanced JavaScript: Scrimba
  • Ethics in Public Policy: O.P. Jindal Global University
  • Navigating Disruptions and Emerging Technologies: University of Illinois Urbana-Champaign
  • Foundations of Purchasing: Principles and Practices : Coursera

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