• 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
    A

    AI Business School

    Introduction to AI for marketing professionals

    Skills you'll gain: Prompt Engineering Tools, Generative AI, Responsible AI, Risk Management, AI literacy, AI Enablement, Marketing, Artificial Intelligence, Risk Analysis, Risk Mitigation, MarTech, Digital Transformation

    4
    Rating, 4 out of 5 stars
    ·
    15 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Virginia

    Coding for Designers, Managers, and Entrepreneurs

    Skills you'll gain: User Story, HTML and CSS, Prototyping, Model View Controller, Maintainability, Javascript, Cascading Style Sheets (CSS), Debugging, Hypertext Markup Language (HTML), jQuery, Scripting, User Interface (UI), Wireframing, Interactive Design, Javascript and jQuery, Web Design, Web Development Tools, Code Reusability, Web Applications, User Centered Design

    4.2
    Rating, 4.2 out of 5 stars
    ·
    74 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    N

    Niel Asher Education

    Groundwork Positions for Movement Restoration

    Skills you'll gain: Patient Positioning, Rehabilitation, Exercise Science, Exercise Therapy, Physical Therapy, Kinesiology, Decision Making, Meditation & Breathwork, Orthopedics, Communication, Pain Management, Athletic Training, Adaptability, Coaching, Coordination, Cognitive Behavioral Therapy

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Decision Tree Classifier for Beginners in R

    Skills you'll gain: Model Evaluation, Model Training, Classification And Regression Tree (CART), Decision Tree Learning, Data Preprocessing, R (Software), Statistical Modeling, R Programming, Supervised Learning, Machine Learning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    6 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

    SkillsBooster Academy

    Prompt Engineering for All Employees

    Skills you'll gain: Responsible AI, AI literacy, Prompt Patterns, Prompt Engineering, AI Enablement, AI Personalization, Communication Strategies, Artificial Intelligence, Generative AI, Communication, AI Integrations, Business Communication, Business Process Automation, Automation, Critical Thinking, Verification And Validation, Business Operations

    Beginner · Course · 1 - 3 Months

  • Status: Free
    Free
    S

    Sciences Po

    Searching for the Grand Paris

    Skills you'll gain: Social Studies, Transportation Management, Land Management, Demography, Social Justice, Socioeconomics, Social Sciences, Public Safety and National Security, Community Development, Policy Analysis, Economic Development, Environmental Policy, Environmental Issue, Public Policies, Education and Training, Sociology, Cultural Diversity, Culture, Policy Development, Diversity and Inclusion

    4.3
    Rating, 4.3 out of 5 stars
    ·
    29 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Chris Croft Training

    Project Management for Non Project Managers - PMP/PMI

    Skills you'll gain: Project Schedules, Project Management, Project Management Institute (PMI) Methodology, Project Risk Management, Project Coordination, Project Management Life Cycle, Project Design, Milestones (Project Management), Agile Project Management, Project Controls, Project Scoping, Project Management Software, Project Planning, Stakeholder Communications, Project Implementation, Project Estimation, Project Performance, Project Documentation, Project Finance, Negotiation

    Mixed · Course · 1 - 4 Weeks

  • Status: Free
    Free
    D

    DeepLearning.AI

    Prompt Engineering for Vision Models

    Skills you'll gain: Prompt Engineering, Multimodal Prompts, Prompt Engineering Tools, Generative AI, Vision Transformer (ViT), Fine-tuning, Generative Model Architectures, Image Analysis, Computer Vision, AI Personalization

    4.9
    Rating, 4.9 out of 5 stars
    ·
    7 reviews

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Business Intelligence Analysts

    Skills you'll gain: Business Intelligence, Generative AI, Business Analytics, Responsible AI, Business Process Automation, Data-Driven Decision-Making, Business Workflow Analysis, Data Ethics, Data Literacy, Exploratory Data Analysis, AI Integrations, Project Implementation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    14 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    MathWorks

    Data Science Project: MATLAB for the Real World

    Skills you'll gain: Data Storytelling, Model Evaluation, Feature Engineering, Data Visualization, Data Presentation, Model Training, Exploratory Data Analysis, Machine Learning Methods, Applied Machine Learning, Model Optimization, Data Science, Machine Learning, Data Wrangling, Data Analysis, Data Preprocessing, Matlab, Data Processing, Technical Communication, Predictive Modeling, Data Import/Export

    4.7
    Rating, 4.7 out of 5 stars
    ·
    25 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    T

    The Museum of Modern Art

    Art & Inquiry: Museum Teaching Strategies For Your Classroom

    Skills you'll gain: Education and Training, Empathy & Emotional Intelligence, Interactive Learning, Art History, Pedagogy, Student-Centred Learning, Creative Thinking, Design Thinking, Journals

    4.8
    Rating, 4.8 out of 5 stars
    ·
    539 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Corporate Finance Institute

    Portfolio Management for Retail Clients

    Skills you'll gain: Retail Banking, Portfolio Management, Wealth Management, Investment Management, Investments, Client Services, Asset Management, Finance

    Intermediate · Course · 1 - 3 Months

1…187188189…834

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

  • Introduction to AI for marketing professionals: AI Business School
  • Coding for Designers, Managers, and Entrepreneurs: University of Virginia
  • Groundwork Positions for Movement Restoration: Niel Asher Education
  • Decision Tree Classifier for Beginners in R: Coursera
  • Prompt Engineering for All Employees: SkillsBooster Academy
  • Searching for the Grand Paris: Sciences Po
  • Project Management for Non Project Managers - PMP/PMI: Chris Croft Training
  • Prompt Engineering for Vision Models: DeepLearning.AI
  • GenAI for Business Intelligence Analysts: Coursera
  • Data Science Project: MATLAB for the Real World: MathWorks

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