• 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


  • U

    Universitat Autònoma de Barcelona

    Linguistic Diversity, What for?

    Skills you'll gain: Multilingualism, Language Interpretation, Translation, and Studies, Cultural Diversity, Language Learning, Diversity Awareness, Cultural Sensitivity, Intercultural Competence, World History, Community Development, Discussion Facilitation, Educational Materials, Creativity, Digital Communications

    4.8
    Rating, 4.8 out of 5 stars
    ·
    24 reviews

    Beginner · Course · 1 - 3 Months

  • K

    Kennesaw State University

    AI for Everyday Life

    Skills you'll gain: Prompt Engineering, Generative AI, Prompt Engineering Tools, AI literacy, Google Gemini, ChatGPT, Responsible AI, Artificial Intelligence, Communication, Predictive Modeling

    4.7
    Rating, 4.7 out of 5 stars
    ·
    139 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Containerization and Kubernetes for DevOps

    Skills you'll gain: Docker (Software), Kubernetes, Containerization, YAML, DevOps, Devops Tools, Application Deployment, Command-Line Interface, Flask (Web Framework), Cloud Deployment, Scalability, Load Balancing

    Intermediate · Course · 1 - 4 Weeks

  • E

    Edureka

    Secure Coding for Application Development

    Skills you'll gain: Open Web Application Security Project (OWASP), SonarQube, Threat Modeling, Secure Coding, Application Security, Security Testing, DevSecOps, Code Review, Maintainability, Vulnerability Scanning, Software Quality (SQA/SQC), Risk Mitigation, Software Quality Assurance, MITRE ATT&CK Framework, Vulnerability Assessments, Cyber Security Assessment, Software Technical Review, Continuous Integration, Vulnerability Management, Cyber Attacks

    Intermediate · Specialization · 1 - 3 Months

  • H

    Harvard Business Review

    Leadership for Everyone

    Skills you'll gain: Diversity and Inclusion, Diversity Training, Business Planning, Diversity Awareness, Diversity Programs, Diversity Equity and Inclusion Initiatives, Strategic Thinking, Operating Budget, Strategic Leadership, Workplace inclusivity, Marketing Planning, Selling Techniques, Strategic Decision-Making, Customer Insights, Planning, Growth Strategies, Financial Management, Ethical Standards And Conduct, Market Opportunities, Decision Making

    Intermediate · Specialization · 1 - 3 Months

  • B

    Board Infinity

    ASP.NET for Experienced Developers

    Skills you'll gain: C# (Programming Language), Restful API, ASP.NET, Model View Controller, .NET Framework, Docker (Software), Azure DevOps, Object Oriented Programming (OOP), Azure DevOps Pipelines, Microservices, Containerization, JSON, Application Programming Interface (API), API Design, DevOps, Web Services, Middleware, CI/CD, Object Oriented Design, Application Frameworks

    4.1
    Rating, 4.1 out of 5 stars
    ·
    388 reviews

    Intermediate · Specialization · 1 - 3 Months

  • P

    Packt

    Digital Productivity Toolkit for Beginners

    Skills you'll gain: QuickBooks (Accounting Software), Canva (Software), Business Intelligence, Calendar Management, Productivity Software, Business Intelligence Software, Customer Relationship Management (CRM) Software, Presentations, Sales Pipelines, Google Workspace, Accounting Software, Business Analytics, Customer Relationship Management, Accounting and Finance Software, Collaborative Software, Workflow Management, Project Management, Process Design, Teamwork, Financial Management

    Beginner · Course · 3 - 6 Months

  • J

    John Wiley & Sons

    Leadership Development for Emerging Leaders

    Skills you'll gain: Self-Awareness, Workplace inclusivity, Diversity and Inclusion, Personal Development, Leadership Development, Dealing With Ambiguity, Trustworthiness, Diversity Equity and Inclusion Initiatives, Emotional Intelligence, Courage, Leadership Studies, Adaptability, Crisis Management, Leadership, Organizational Leadership, Personal Integrity, Compassion, Team Leadership, Business Leadership, Leadership and Management

    Intermediate · Course · 3 - 6 Months

  • M

    Microsoft

    Prepare for AZ-204: Developing Solutions for Microsoft Azure

    Skills you'll gain: Cloud Development, Microsoft Azure, Software Development, Cloud Deployment, Cloud Applications, Cloud Computing, Application Deployment, Design Strategies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    74 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Geneva

    Operational Research for Humanitarians

    Skills you'll gain: Research Methodologies, Institutional Review Board (IRB), Research, Research Design, Qualitative Research, Surveys, Policty Analysis, Research, and Development, Community and Social Work, Ethical Standards And Conduct, Data Collection, Accountability, Case Studies, Informed Consent, Needs Assessment, Decision Making

    4.8
    Rating, 4.8 out of 5 stars
    ·
    153 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    Visualization for Data Journalism

    Skills you'll gain: Data Visualization, Plot (Graphics), Interactive Data Visualization, Data Presentation, Infographics, Data Visualization Software, Data Wrangling, Data Storytelling, Plotly, Matplotlib, Journalism, Graphing, Graphic and Visual Design, Color Theory, Visual Storytelling, Data Manipulation, Data Transformation, Design Elements And Principles, Data Analysis, Statistical Analysis

    4.5
    Rating, 4.5 out of 5 stars
    ·
    69 reviews

    Beginner · Course · 1 - 3 Months

  • D

    Duke University

    Drones for Environmental Science

    Skills you'll gain: Environmental Monitoring, Environmental Regulations, Environmental Laws, Data Ethics, Environmental Science, Geospatial Information and Technology, Robotics, Ethical Standards And Conduct, Global Positioning Systems, Research, Electronic Components, Critical Thinking

    4.9
    Rating, 4.9 out of 5 stars
    ·
    83 reviews

    Beginner · Course · 1 - 4 Weeks

1…99100101…834

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

  • Linguistic Diversity, What for?: Universitat Autònoma de Barcelona
  • AI for Everyday Life: Kennesaw State University
  • Containerization and Kubernetes for DevOps: Packt
  • Secure Coding for Application Development: Edureka
  • Leadership for Everyone: Harvard Business Review
  • ASP.NET for Experienced Developers: Board Infinity
  • Digital Productivity Toolkit for Beginners: Packt
  • Leadership Development for Emerging Leaders: John Wiley & Sons
  • Prepare for AZ-204: Developing Solutions for Microsoft Azure: Microsoft
  • Operational Research for Humanitarians: University of Geneva

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