• 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


  • U

    University of Colorado Boulder

    Introduction to Digital Advertising

    Skills you'll gain: Performance marketing, Digital Advertising, Online Advertising, Advertising, Advertising Campaigns, Paid media, Pay Per Click Advertising, Campaign Management, Media Buying, Digital Media Strategy, Media Planning, Spreadsheet Software, Pivot Tables And Charts, Microsoft Excel, Excel Formulas, Campaign Planning, Data Ethics, Target Audience, Scatter Plots, Conversion Funnel Analysis

    4.6 stars, 461 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (461) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    AI CERTs

    AI in Healthcare & Drug Discovery

    Skills you'll gain: Analytics, Predictive Analytics, Science and Research, Machine Learning, Medical Science and Research, Biomedical Technology, AI Integrations, Generative AI, AI literacy, Regulatory Compliance

    3 stars, 7 reviews, Beginner, Course, 1 - 3 Months

    ★ 3 (7) · Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • E

    EDUCBA

    Oracle PLSQL 21c: Apply, Analyze & Build Programs

    Skills you'll gain: PL/SQL, Oracle Databases, SQL, Stored Procedure, Computational Thinking, Computational Logic, Programming Principles, Code Reusability, Business Logic, Data Integrity

    4.7 stars, 15 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (15) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    Imperial College London

    Advanced App Development in Android

    Skills you'll gain: Virtual Reality, Augmented and Virtual Reality (AR/VR), Computer Graphics, Android (Operating System), Visualization (Computer Graphics), Virtual Environment, Logo Design, 3D Assets, Android Studio, Android Development, Computer Graphic Techniques, Application Development, Graphics Software, Animations, Mobile Development, Color Theory, Creative Design, Performance Tuning, Linear Algebra

    4.3 stars, 132 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.3 (132) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Copenhagen

    Transformation of the Global Food System

    Skills you'll gain: Sustainable Development, Sustainable Systems, Water Sustainability, Sustainable Business, Waste Minimization, Corporate Sustainability, Social Impact, Food and Beverage, Sustainability Standards, Supply Chain, Business Transformation, Climate Change Mitigation, Climate Change Adaptation, Land Management, Environment and Resource Management, Natural Resource Management, Nutrition Education, Innovation, Nutrition and Diet, Case Studies

    4.8 stars, 1K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (1K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • J

    JetBrains

    Build a Local AI Assistant with LLMs

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, LLM Application, Embeddings, OpenAI API, AI Integrations, Large Language Modeling, API Design, Agentic Workflows, Generative AI Agents, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Agentic systems, Python Programming, Machine Learning Methods, Docker (Software), Integrated Development Environments, Machine Learning Algorithms, Data Science

    4.9 stars, 12 reviews, Intermediate, Course, 1 - 3 Months

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

    Category: New
    New
    Category: Preview
    Preview
  • U

    University of Michigan

    Digital Technologies and the Future of Manufacturing

    Skills you'll gain: Internet Of Things, Manufacturing Operations, Case Studies, Manufacturing Processes, Manufacturing and Production, Digital Transformation, Business Transformation, Technology Strategies, Cloud Services, Cloud Computing, Digital Assets, Technology Roadmaps, Emerging Technologies, Automation, Strategic Partnership, Operational Efficiency, System Implementation, Cost Benefit Analysis, Business Strategy, Market Opportunities

    4.5 stars, 391 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.5 (391) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Developing Mobile Apps with Flutter

    Skills you'll gain: Flutter (Software), Mobile Development, User Interface (UI) Design, User Interface and User Experience (UI/UX) Design, React Native, Application Development, iOS Development, Apple iOS, Mobile Development Tools, UI Components, User Story, User Interface (UI), Database Application, Android Development, Databases, Cloud Applications, Database Software, Other Mobile Programming Languages, Database Management, Database Management Systems

    4.5 stars, 198 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.5 (198) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Create a Profile and Network on LinkedIn

    Skills you'll gain: LinkedIn, Professional Networking, Web Presence, Relationship Building, Professional Development, General Networking, Professionalism

    4.6 stars, 895 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.6 (895) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • D

    DeepLearning.AI

    LangChain Chat with Your Data

    Skills you'll gain: Retrieval-Augmented Generation, LangChain, LLM Application, Large Language Modeling, Embeddings, Data Processing, Data Store, Data Access, Vector Databases, Prompt Engineering, Document Management

    4.8 stars, 687 reviews, Beginner, Project, Less Than 2 Hours

    ★ 4.8 (687) · Beginner · Project · Less Than 2 Hours

    Category: Free
    Free
  • U

    Universidad de los Andes

    Sexualidad y educación

    Skills you'll gain: Family Planning, Health Education, Education and Training, Advocacy, Empowerment, Social Justice, Formal Learning, Family Support, Health Promotion, Media and Communications, Working With Children, Teaching, Pedagogy, Human Development, Child Development

    4.8 stars, 671 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (671) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • W

    Wesleyan University

    History of Mental Illness

    Skills you'll gain: Psychiatry, Mental Health Diseases and Disorders, Clinical Psychology, Mental Health, Mental and Behavioral Health, Psychology, Psychotherapy, Mental Health Therapies, Culture, Cultural Diversity, Cultural Sensitivity, Pharmaceuticals, Pharmacotherapy

    4.6 stars, 155 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (155) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
1…700701702…834

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

  • Introduction to Digital Advertising: University of Colorado Boulder
  • AI in Healthcare & Drug Discovery: AI CERTs
  • Oracle PLSQL 21c: Apply, Analyze & Build Programs: EDUCBA
  • Advanced App Development in Android: Imperial College London
  • Transformation of the Global Food System: University of Copenhagen
  • Build a Local AI Assistant with LLMs: JetBrains
  • Digital Technologies and the Future of Manufacturing: University of Michigan
  • Developing Mobile Apps with Flutter: IBM
  • Create a Profile and Network on LinkedIn: Coursera
  • LangChain Chat with Your Data: DeepLearning.AI

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