• 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


  • Status: Preview
    Preview
    M

    Microsoft

    Microsoft Copilot for Security

    Skills you'll gain: Prompt Engineering, Microsoft Copilot, AI Security, Endpoint Detection and Response, Security Information and Event Management (SIEM), Cyber Threat Hunting, Microsoft Azure, Cyber Security Assessment, Incident Response, Generative AI, Query Languages

    4.8
    Rating, 4.8 out of 5 stars
    ·
    13 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Preparation for CompTIA A+ Certification

    Skills you'll gain: Network Troubleshooting, Command-Line Interface, Operating Systems, Hardware Troubleshooting, Network Administration, Desktop Support, Unix Commands, System Configuration, Computer Hardware, Data Management, System Support, General Networking, Microsoft Windows, Technical Support and Services, Unix, Software Installation, Data Storage, Network Security, Network Support, Network Infrastructure

    4.6
    Rating, 4.6 out of 5 stars
    ·
    270 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    U

    University of Leeds

    Programming for Data Science

    Skills you'll gain: Jupyter, Programming Principles, Computer Programming, Python Programming, Development Environment, Scripting, Software Installation, Data Structures, Data Science

    4.4
    Rating, 4.4 out of 5 stars
    ·
    30 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    AI for Autonomous Vehicles and Robotics

    Skills you'll gain: Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Transfer Learning, Control Systems, Robotics, Deep Learning, Computer Vision, Artificial Intelligence, Generative AI, Reinforcement Learning, Algorithms

    4.5
    Rating, 4.5 out of 5 stars
    ·
    51 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Vertex AI Search for Retail

    Skills you'll gain: Google Cloud Platform, Dataflow, Big Data, Data Pipelines, Serverless Computing, Data Migration, Data Lakes, Apache Hadoop, Identity and Access Management, Data Storage, Tensorflow, Cloud Storage, Data Infrastructure, AI Personalization, Advanced Analytics, AI Enablement, Scalability, Data Integration, Data Integrity, Data Processing

    4.1
    Rating, 4.1 out of 5 stars
    ·
    128 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    I

    IBM

    Generative AI for IT Systems Analysts and Architects

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Systems Analysis, AI Workflows, Business Analysis, Systems Architecture, Solution Architecture, Business Process Automation, Stakeholder Analysis, Software Architecture, Consulting, Systems Thinking, Responsible AI, Machine Learning, Business Communication, Context Management, Project Documentation, Stakeholder Communications, Technical Consulting

    4.7
    Rating, 4.7 out of 5 stars
    ·
    11K reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Product Managers

    Skills you'll gain: AI Product Strategy, Agile Product Development, Product Management, Generative AI, Responsible AI, AI Personalization, Product Lifecycle Management, Ideation, Data Ethics, Product Automation, Market Analysis, Prototyping, Market Research

    3.8
    Rating, 3.8 out of 5 stars
    ·
    26 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Excel/VBA for Creative Problem Solving

    Skills you'll gain: Excel Macros, Visual Basic (Programming Language), Debugging, Numerical Analysis, Data Import/Export, Microsoft Excel, Problem Solving, Programming Principles, Data Analysis Expressions (DAX), Simulations, Code Review, Spreadsheet Software, UI Components, User Interface (UI), Computer Programming, File I/O, Mathematical Modeling, Automation, Algorithms, Data Validation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    4.8K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Remote Leadership for Managers

    Skills you'll gain: Virtual Teams, Conflict Management, Telecommuting, Trustworthiness, Interpersonal Communications, Team Leadership, Collaboration, Collaborative Software, Leadership, Team Building, Productivity, Social Skills, Rapport Building, Communication, Leadership Development, Relationship Building, Team Performance Management, People Management, Meeting Facilitation, Constructive Feedback

    4.7
    Rating, 4.7 out of 5 stars
    ·
    41 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Excel to MySQL: Analytic Techniques for Business

    Skills you'll gain: Data Storytelling, Database Design, MySQL, Relational Databases, SQL, Data Visualization, Business Analytics, Business Metrics, Data Visualization Software, Analytics, Tableau Software, Business Process Improvement, Dashboard, Predictive Modeling, Histogram, Data Analysis, Microsoft Excel, Business Analysis, Big Data, Business Communication

    4.6
    Rating, 4.6 out of 5 stars
    ·
    15K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Preparing for Google Cloud Certification: Cloud Developer

    Skills you'll gain: Gemini, Cloud Applications, API Gateway, Kubernetes, Google Cloud Platform, Containerization, Jenkins, Cloud Development, Google App Engine, Application Deployment, Docker (Software), CI/CD, Serverless Computing, Application Development, Cloud-Native Computing, Microservices, Identity and Access Management, Cloud Computing, Cloud Storage, Debugging

    4.7
    Rating, 4.7 out of 5 stars
    ·
    49K reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    N

    National Academy of Sports Medicine

    Nutrition Education for the Consumer

    Skills you'll gain: Nutrition and Diet, Nutrition Education, Nutritional Assessment, Sports Medicine, Exercise Science, Scientific Methods, Health Assessment, Patient Education And Counseling, Clinical Nutrition, Health And Wellness Coaching, Health Promotion, Athletic Training, Regulatory Compliance, Preventative Care, Food Quality Assurance And Control, Psychology, Medical Science and Research, Life Sciences

    4.6
    Rating, 4.6 out of 5 stars
    ·
    189 reviews

    Beginner · Specialization · 1 - 3 Months

Searches related to math for machine learning

math for machine learning
data for machine learning
1…101102103…834

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

  • Microsoft Copilot for Security: Microsoft
  • Preparation for CompTIA A+ Certification: IBM
  • Programming for Data Science: University of Leeds
  • AI for Autonomous Vehicles and Robotics: University of Michigan
  • Vertex AI Search for Retail: Google Cloud
  • Generative AI for IT Systems Analysts and Architects: IBM
  • GenAI for Product Managers: Coursera
  • Excel/VBA for Creative Problem Solving: University of Colorado Boulder
  • Remote Leadership for Managers: University of California, Irvine
  • Excel to MySQL: Analytic Techniques for Business: Duke University

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

  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • English Speaking
  • Generative AI (GenAI)
  • Microsoft Excel
  • Microsoft Power BI
  • Project Management
  • Python

Certificates & Programs

  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM Data Analyst Certificate
  • IBM Data Science Certificate
  • Machine Learning Certificate
  • Microsoft Power BI Data Analyst Certificate
  • UI / UX Design Certificate

Industries & Careers

  • Business
  • Computer Science
  • Data Science
  • Education & Teaching
  • Engineering
  • Finance
  • Healthcare
  • Human Resources (HR)
  • Information Technology (IT)
  • Marketing

Career Resources

  • Career Aptitude Test
  • Examples of Strengths and Weaknesses for Job Interviews
  • High-Income Skills to Learn
  • How Does Cryptocurrency Work?
  • How to Highlight Duplicates in Google Sheets
  • How to Learn Artificial Intelligence
  • Popular Cybersecurity Certifications
  • Preparing for the PMP Certification
  • Signs You Will Get the Job After an Interview
  • What Is Artificial Intelligence?

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
  • Share your Coursera learning story

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