• 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: Preview
    Preview
    C

    Coursera

    Creating Infographics with GenAI for Marketing

    Skills you'll gain: Infographics, Data Visualization, Target Audience, AI powered creativity, Data Storytelling, Design Elements And Principles, Content Creation, Process Mapping, Communication, ChatGPT, Prompt Engineering

    4.5
    Rating, 4.5 out of 5 stars
    ·
    24 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of London

    Managing Technology Projects for Business Success

    Skills you'll gain: Project Risk Management, Risk Analysis, Risk Mitigation, Agile Project Management, Information Technology, Stakeholder Analysis, Case Studies, Team Leadership, Stakeholder Communications, Governance, Resource Allocation, Communication Planning, Decision Making

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Product R&D Teams

    Skills you'll gain: AI Product Strategy, Prompt Engineering Tools, Generative AI, Innovation, AI literacy, AI powered creativity, New Product Development, Product Development, Responsible AI, Process Development, AI Enablement, AI Integrations, Ethical Standards And Conduct, Project Management

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Fundamentals of Software Architecture for Big Data

    Skills you'll gain: Service Level, Software Engineering, Software Systems, Software Architecture, Distributed Computing, Data Architecture, Microservices, Software Development, Transaction Processing, Program Development, Test Driven Development (TDD), Blockchain, Big Data, Data Structures, System Monitoring, Database Theory, Databases

    Build toward a degree

    3.5
    Rating, 3.5 out of 5 stars
    ·
    92 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    R

    Real Madrid Graduate School Universidad Europea

    AI for Player Performance and Training

    Skills you'll gain: Injury Prevention, Data-Driven Decision-Making, Sports Medicine, Athletic Training, AI Personalization, Data Management, Artificial Intelligence, Health Technology, Coaching, Rehabilitation, Real Time Data, Predictive Analytics, Medical Equipment and Technology, Organizational Strategy, Competitive Analysis, Process Optimization, Technology Solutions, Goal Setting, Talent Recruitment, Physical Science

    4.8
    Rating, 4.8 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    K

    Keller Williams

    Establish Clients for Life with Buyers

    Skills you'll gain: Lead Generation, Sales Process, Customer Acquisition Management, Real Estate Sales, Prospecting and Qualification, Real Estate Transactions, Sales Pipelines, Sales Prospecting, Closing (Sales), Customer Relationship Building, Transaction Processing, Consultative Selling, Sales Presentations, Property and Real Estate, Consultative Approaches, Customer experience improvement, Real Estate, Price Negotiation, Contract Management, Negotiation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    26 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    C

    Coursera

    Advancing Mask Technology for Semiconductors

    Skills you'll gain: Semiconductors, Production Process, Manufacturing Processes, Quality Assurance, Technical Design, Process Control, Computer-Aided Design

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    The Accountability Bootcamp for Managers

    Skills you'll gain: Delegation Skills, Accountability Frameworks, Accountability, Conflict Management, Smart Goals, Goal Setting, Team Building, Team Performance Management, Expectation Management, Team Management, Communication, Follow Through, Productivity, Team Leadership, Management Training And Development, Constructive Feedback, Employee Performance Management, Case Studies, Performance Management

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Engineer Features and Evaluate Models for Production

    Skills you'll gain: MLOps (Machine Learning Operations), Feature Engineering, Model Evaluation, Model Training, Model Deployment, Model Optimization, Data Preprocessing, Performance Analysis, Machine Learning Methods, Data Pipelines, Analysis, Data Transformation, Technical Writing

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    Alex Genadinik

    2026 Cryptocurrency Definitions For Beginners

    Skills you'll gain: Blockchain, FinTech, Digital Assets, Emerging Technologies, Financial Market, Payment Systems, Market Dynamics, Ledgers (Accounting), Security Awareness

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    K

    Keller Williams

    Establish Clients for Life with Sellers

    Skills you'll gain: Real Estate Sales, Real Estate Transactions, Lead Generation, Price Negotiation, Selling Techniques, Sales Presentation, Prospecting and Qualification, Closing (Sales), General Sales Practices, Sales Prospecting, Client Services, Advertising Sales, Negotiation, Consultative Selling, Consultative Approaches, Marketing, Customer Relationship Building, Contract Management, Customer Retention, Marketing Materials

    4.4
    Rating, 4.4 out of 5 stars
    ·
    16 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Purpose-Driven Leadership for Strategy and Innovation

    Skills you'll gain: Strategic Thinking, Strategic Leadership, Visionary, Organizational Leadership, Strategic Decision-Making, Business Leadership, Leadership, Innovation, Business Transformation, Complex Problem Solving, Organizational Development, Organizational Change

    4.6
    Rating, 4.6 out of 5 stars
    ·
    76 reviews

    Intermediate · Course · 1 - 4 Weeks

1…221222223…834

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

  • Creating Infographics with GenAI for Marketing: Coursera
  • Managing Technology Projects for Business Success: University of London
  • GenAI for Product R&D Teams: Coursera
  • Fundamentals of Software Architecture for Big Data: University of Colorado Boulder
  • AI for Player Performance and Training: Real Madrid Graduate School Universidad Europea
  • Establish Clients for Life with Buyers: Keller Williams
  • Advancing Mask Technology for Semiconductors: Coursera
  • The Accountability Bootcamp for Managers: Coursera
  • Engineer Features and Evaluate Models for Production: Coursera
  • 2026 Cryptocurrency Definitions For Beginners: Alex Genadinik

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