• 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


  • E

    EDUCBA

    Apply R Techniques for Telecom Customer Churn Prediction

    Skills you'll gain: Feature Engineering, Data Preprocessing, Model Training, Model Optimization, Applied Machine Learning, Model Evaluation, R Programming, Data Transformation, Data Cleansing, Predictive Modeling, Predictive Analytics, Supervised Learning, Classification Algorithms, Machine Learning Algorithms

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Float Analysis for Smarter Stock Trading

    Skills you'll gain: Technical Analysis, Financial Trading, Market Liquidity, Securities Trading, Market Trend, Risk Analysis, Financial Market, Equities, Risk Management, Market Dynamics, Risk Management Framework, Market Opportunities, Trend Analysis, Market Analysis, Analysis, Applied Behavior Analysis, Positive Behavior Support, Probability, Probability Distribution, Technical Support and Services

    Mixed · Course · 1 - 4 Weeks

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

    University of Michigan

    Linear Regression Modeling for Health Data

    Skills you'll gain: Statistical Modeling, Statistics, Regression Analysis, Statistical Methods, Sampling (Statistics), Statistical Inference, Probability & Statistics, Correlation Analysis, Data Analysis, Statistical Analysis, Statistical Software, Statistical Hypothesis Testing, Predictive Modeling

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Semantic Kernel SDK for Intelligent Applications

    Skills you'll gain: AI Workflows, ASP.NET, Embeddings, AI Personalization, Document Management, Context Management

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Maryland, College Park

    Programming Mobile Applications for Android Handheld Systems: Part 1

    Skills you'll gain: Android Development, Mobile Development, Android Studio, Android (Operating System), Application Development, User Interface (UI), Application Design, UI Components, Java, Development Environment, Authorization (Computing), Application Lifecycle Management

    4.5 stars, 686 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.5 (686) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • P

    Politecnico di Milano

    Agile Project Management for digital projects

    Skills you'll gain: Agile Project Management, Agile Methodology, User Story, Sprint Planning, Agile Product Development, Sprint Retrospectives, Backlogs, Team Oriented, Team Management, Continuous Improvement Process, Customer Engagement

    4.9 stars, 15 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (15) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    Siemens

    Expedite – Skills for Industry: Industry Foundations

    Skills you'll gain: Product Lifecycle Management, Digital Transformation, Customer experience improvement, Business Communication, Business Acumen, Cost Benefit Analysis, Financial Acumen, Customer Relationship Building, Stakeholder Communications, Cross-Functional Collaboration, Innovation, Strategic Decision-Making

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

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

    Status: Free trial
    Free trial
  • A

    Arm

    Business Models for Technology Innovators

    Skills you'll gain: Digital Transformation, Product Development, Emerging Technologies, Business Modeling, Strategic Partnership, Business Transformation, Innovation, Internet Of Things, Technology Strategies, Entrepreneurship, New Business Development, Business Technologies, Business Strategy, Network Model, AI Product Strategy, Case Studies

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • G

    Google Cloud

    Gemini for Network Engineers - Español

    Skills you'll gain: Google Gemini, Gemini, Google Cloud Platform, Virtual Networking, General Networking, Network Planning And Design, Cloud Hosting, Network Administration

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Data Visualization with ChatGPT: Python for Dashboarding

    Skills you'll gain: Dashboard, Dashboard Creation, Data Visualization Software, ChatGPT, Analytics, Interactive Data Visualization, Data Analysis, Python Programming, Generative AI, Debugging

    4.6 stars, 11 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.6 (11) · Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Maryland, College Park

    Power Skills Essentials for Leading Project Teams

    Skills you'll gain: Empathy & Emotional Intelligence, Emotional Intelligence, Conflict Management, Team Building, Personal Attributes, Cognitive flexibility, Dealing With Ambiguity, Team Leadership, Organizational Change, Team Performance Management, Leadership and Management, Communication, Team Management, Organizational Leadership, Resilience, Collaboration, Behavior Management, Business Communication, Stress Management, Critical Thinking

    4 stars, 16 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4 (16) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Miami

    Materials Used for Additive Manufacturing

    Skills you'll gain: Materials science, Manufacturing Processes, Engineering, Biomedical Engineering, Chemical Engineering, Biological Engineering, Production Process, Biotechnology

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
1…254255256…834

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

  • Apply R Techniques for Telecom Customer Churn Prediction: EDUCBA
  • Float Analysis for Smarter Stock Trading: EDUCBA
  • Linear Regression Modeling for Health Data: University of Michigan
  • Semantic Kernel SDK for Intelligent Applications: Packt
  • Programming Mobile Applications for Android Handheld Systems: Part 1: University of Maryland, College Park
  • Agile Project Management for digital projects: Politecnico di Milano
  • Expedite – Skills for Industry: Industry Foundations: Siemens
  • Business Models for Technology Innovators: Arm
  • Gemini for Network Engineers - Español: Google Cloud
  • Data Visualization with ChatGPT: Python for Dashboarding: 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