• 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


  • D

    Duke University

    MySQL-for-Data-Engineering

    Skills you'll gain: MySQL, Bash (Scripting Language), Scripting, Database Management, Relational Databases, Shell Script, Database Administration, Command-Line Interface, Operational Databases, SQL, Databases, Data Import/Export, Database Application, Data Pipelines, Data Manipulation, Python Programming, Data Processing, Linux

    4.2
    Rating, 4.2 out of 5 stars
    ·
    13 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • T

    Technion - Israel Institute of Technology

    Medical Cannabis for Pain Control

    Skills you'll gain: Pain Management, Psychiatry, Patient Safety, Physiology, Pharmaceuticals, Substance Abuse, Pharmacology, Maternal Health, Pharmacotherapy, Ancient History, Oncology, Mental Health Diseases and Disorders, Law, Regulation, and Compliance, Biology, World History, Biochemistry

    4.3
    Rating, 4.3 out of 5 stars
    ·
    149 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Market Research Foundations for Strategy and Growth

    Skills you'll gain: Market Research, Business Research, Marketing Strategies, Market Analysis, Marketing Planning, Business Planning, Strategic Marketing, Research Reports, Business Analysis, Research Methodologies, Business Strategies, Business Strategy, Strategic Planning, Smart Goals, Growth Strategies, Project Design, Return On Investment, Interviewing Skills, Key Performance Indicators (KPIs), Report Writing

    Beginner · Course · 1 - 4 Weeks

  • L

    Logical Operations

    Coaching for Results

    Skills you'll gain: Employee Coaching, Coaching, Employee Training, Employee Performance Management, Management Training And Development, Team Performance Management, Leadership Development, Leadership and Management, Leadership, Business Leadership, Team Motivation, Organizational Leadership, Mentorship, Initiative and Leadership, Strategic Leadership, Team Management, Teamwork, Cross-Functional Team Leadership, Communication, Business Communication

    Mixed · Course · 1 - 3 Months

  • U

    University of Cambridge

    Ethical AI: AI essentials for everyone

    Skills you'll gain: AI literacy, Prompt Engineering Tools

    4.8
    Rating, 4.8 out of 5 stars
    ·
    48 reviews

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Google Workspace with Gemini

    Skills you'll gain: Google Gemini, Storytelling, Gemini, Video Production, Email Automation, Photo/Video Production and Technology, Google Docs, Google Workspace, Video Editing, Visual Storytelling, Responsible AI, Proofreading, Prompt Engineering, Productivity Software, Gmail, Generative AI, Writing, Collaboration, Project Management, Business Communication

    4.5
    Rating, 4.5 out of 5 stars
    ·
    384 reviews

    Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    GenAI for Risk Management Essentials

    Skills you'll gain: Responsible AI, Enterprise Risk Management (ERM), Risk Management Framework, Risk Management, Governance Risk Management and Compliance, Data Ethics, Business Risk Management, Generative AI, AI Enablement, Compliance Management, AI Integrations, Risk Mitigation, Risk Analysis, Regulatory Compliance, Governance, Mitigation, Artificial Intelligence and Machine Learning (AI/ML)

    4.7
    Rating, 4.7 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Qlik Sense for Business Intelligence

    Skills you'll gain: Interactive Data Visualization, Data Storytelling, Data Presentation, Data Visualization, Business Intelligence, Dashboard Creation, Business Intelligence Software, Data-Driven Decision-Making, Customer Analysis, Data Modeling, Data Analysis, Data Integration, Advanced Analytics, Spatial Data Analysis, Exploratory Data Analysis, Statistical Analysis, Data Transformation, Decision Support Systems, Collaborative Software, Data Validation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    88 reviews

    Advanced · Specialization · 1 - 3 Months

  • S

    SkillUp

    GenAI for Software Developers

    Skills you'll gain: GitHub Copilot, Prompt Engineering, AI Workflows, AI Integrations, Generative AI, ChatGPT, Software Architecture, Code Review, AI literacy, Software Design, API Design, Debugging, Software Development, Application Development, AI Security, Database Design, Python Programming, Automation, Version Control, Java Programming

    2.2
    Rating, 2.2 out of 5 stars
    ·
    6 reviews

    Intermediate · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Gemini for DevOps Engineers

    Skills you'll gain: Google Gemini, Gemini, Devops Tools, Kubernetes, DevOps, Google Cloud Platform, Generative AI, Build Tools, Development Environment, Infrastructure Architecture, Prompt Engineering

    5
    Rating, 5 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • M

    Macquarie University

    Educate Skills for Startups

    Skills you'll gain: Intellectual Property, Governance, Sales Presentations, Selling Techniques, Due Diligence, Business Valuation, Digital Media Strategy, Contract Negotiation, Market Analysis, Customer Analysis, Entrepreneurial Finance, Negotiation, Prospecting and Qualification, Social Media Campaigns, Ideation, Design Thinking, Social Media Strategy, New Business Development, Market Opportunities, Oral Expression

    Intermediate · Specialization · 3 - 6 Months

  • I

    Indian Institute of Science

    Sensor Technologies for Biomedical Applications

    Skills you'll gain: Engineering Documentation, Biomedical Technology, Biomedical Engineering, Medical Devices, Engineering, Scientific, and Technical Instruments, Medical Equipment and Technology, Electronics, Electronics Engineering, Vital Signs, Medical Equipment, Technical Documentation, Engineering Plans And Specifications, Electronic Hardware, Technical Communication, Semiconductors, Materials science, Health Technology, Analytical Testing, Electronic Systems, Systems Design

    4.8
    Rating, 4.8 out of 5 stars
    ·
    25 reviews

    Beginner · Specialization · 3 - 6 Months

1…141142143…834

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

  • MySQL-for-Data-Engineering: Duke University
  • Medical Cannabis for Pain Control : Technion - Israel Institute of Technology
  • Market Research Foundations for Strategy and Growth: Coursera
  • Coaching for Results: Logical Operations
  • Ethical AI: AI essentials for everyone: University of Cambridge
  • Google Workspace with Gemini: Google Cloud
  • GenAI for Risk Management Essentials: Coursera
  • Qlik Sense for Business Intelligence: Coursera
  • GenAI for Software Developers: SkillUp
  • Gemini for DevOps Engineers: Google Cloud

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