• 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


  • E

    EDUCBA

    Apply Docker Fundamentals for Modern Application Delivery

    Skills you'll gain: Continuous Delivery, Software Installation

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Docker and Kubernetes for ASP.NET Development

    Skills you'll gain: Cloud-Native Computing, Docker (Software), .NET Framework, ASP.NET, Cloud Development, Application Deployment, Development Environment, Nginx, YAML, Proxy Servers, Configuration Management, Scalability, Microsoft SQL Servers, Software Versioning

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Copilot in Microsoft 365 for Beginners

    Skills you'll gain: Microsoft Copilot, Microsoft 365, Microsoft PowerPoint, Microsoft Teams, Presentations, Microsoft Outlook, Email Automation, AI powered creativity, Collaborative Software, Productivity Software, Microsoft Excel, Microsoft Word, Workflow Management, Writing, Editing, AI Integrations

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Risk Analysis for Business and Financial Decisions

    Skills you'll gain: Risk Analysis, Strategic Decision-Making, Strategic Thinking, Risk Management, Business Risk Management, Project Risk Management, Corporate Finance, Decision Making, Risk Management Framework, Strategic Leadership, Analysis, Financial Analysis, Feasibility Studies, Analytical Skills, Financial Management, Operational Risk, Finance, Business, Environment, Design

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • A

    Arizona State University

    Curiosity: A Necessary Ingredient for Successful Innovation

    Skills you'll gain: Curiosity, Design Thinking, Persona Development, Innovation, Customer Analysis, Target Audience, Creative Problem-Solving, Customer Insights, Market Research, Entrepreneurship, User Feedback, Customer Engagement, Problem Solving, Communication, Interviewing Skills

    4.8 stars, 12 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Storying the Self for Leadership and Creativity

    Skills you'll gain: Constructive Feedback, Storytelling, Active Listening, Creative Thinking, Relationship Building, Empathy, Brainstorming, Creativity, Personal Attributes, Oral Expression, Emotional Intelligence, Diversity Awareness, Self-Awareness, Cognitive flexibility, Initiative and Leadership, Cultural Diversity, Leadership, Writing and Editing, Culture, Communication

    3.8 stars, 12 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 3.8 (12) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    Amazon FSx for NetApp ONTAP Primer

    Skills you'll gain: Amazon S3, Amazon Web Services, Cloud Storage, Amazon Elastic Compute Cloud, Data Storage, Amazon CloudWatch, File Systems, Data Migration, Cloud Deployment, System Monitoring, Event Monitoring, Security Controls

    Beginner · Course · 1 - 4 Weeks

    Category: Free
    Free
  • C

    Coursera

    Obsidian for Beginners: Journal and Track Tasks

    Skills you'll gain: Collaborative Software, Journals, Organizational Skills, Productivity, Ability To Meet Deadlines, Document Management, Project Management, File Management, Personal Development, Query Languages

    Beginner · Guided Project · Less Than 2 Hours

    Status: Free trial
    Free trial
  • C

    Coursera

    GenAI for Account Managers: Personalizing Client Engagement

    Skills you'll gain: Account Management, AI Personalization, Customer Engagement, Customer Communications Management, Customer experience improvement, Personalized Service, Generative AI, Customer Insights, Communication, Predictive Analytics, Scalability, Customer Relationship Management (CRM) Software, Data Ethics, Email Automation, HubSpot CRM, Responsible AI, Business Process Automation, Analytics, Workflow Management, Automation

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Alexander Technique: Balanced Posture for Ease and Comfort

    Skills you'll gain: Mindfulness, Meditation & Breathwork, Kinesiology, Stress Management, Habit Formation, Respiration, Self-Awareness, Pain Management, Coordination, Activities of Daily Living (ADLs), Human Musculoskeletal System, Anatomy, Neurology

    4.4 stars, 12 reviews, Beginner, Course, 1 - 3 Months

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

    Category: Preview
    Preview
  • I

    ISSA (International Sports Sciences Association)

    Coaching Nutrition for Changing Bodies and Lives

    Skills you'll gain: Nutrition Counseling, Nutrition and Diet, Nutrition Care Plans, Nutrition Education, Health And Wellness Coaching, Clinical Nutrition, Coaching, Nutritional Assessment, Motivational Interviewing, Exercise Science, Habit Formation, Behavior Management, Mental and Behavioral Health, Health Education, Psychology, Health Assessment, Athletic Training, Health Care

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Master Scrum Fundamentals for PSM-I Certification Success

    Skills you'll gain: Agile Methodology, Scrum (Software Development), Case Studies, Continuous Improvement Process

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
1…277278279…834

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

  • Apply Docker Fundamentals for Modern Application Delivery: EDUCBA
  • Docker and Kubernetes for ASP.NET Development: Packt
  • Copilot in Microsoft 365 for Beginners: Packt
  • Risk Analysis for Business and Financial Decisions: EDUCBA
  • Curiosity: A Necessary Ingredient for Successful Innovation: Arizona State University
  • Storying the Self for Leadership and Creativity: University of Colorado Boulder
  • Amazon FSx for NetApp ONTAP Primer: Amazon Web Services
  • Obsidian for Beginners: Journal and Track Tasks: Coursera
  • GenAI for Account Managers: Personalizing Client Engagement: Coursera
  • Alexander Technique: Balanced Posture for Ease and Comfort: University of Michigan

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