• 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


  • A

    Alex Genadinik

    2026 AI And ChatGPT At Work: Productive AI Use For Beginners

    Skills you'll gain: Prompt Engineering, AI Integrations, ChatGPT, AI literacy, Presentations, Generative AI, AI Personalization, AI Workflows, Artificial Intelligence, Brainstorming

    4.3 stars, 15 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.3 (15) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Gemini for end-to-end SDLC - 한국어

    Skills you'll gain: Google Gemini, Gemini, Software Development Life Cycle, Systems Development Life Cycle, Google Cloud Platform, Test Script Development, Development Testing, Application Lifecycle Management, Web Applications, Application Development, Software Development, Test Case, Program Development, Query Languages, Debugging, Data Access

    Beginner · Course · 1 - 4 Weeks

  • U

    University of California, Davis

    Customer Research with Generative AI for Product Managers

    Skills you'll gain: Journey Mapping, Data Ethics, Responsible AI, Generative AI, AI Enablement, Customer Insights, User Experience, User Research, Product Management, Customer Analysis, Market Opportunities, Ethical Standards And Conduct, Interviewing Skills, Innovation, Market Research, Prioritization

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • A

    Alex Genadinik

    Business Card Design And Business Networking For Marketing

    Skills you'll gain: LinkedIn, Events and Conferences, Copywriting, Professional Networking, Sales Presentations, Product Promotion, Oral Expression, Marketing Collateral, Promotional Materials, Marketing Materials, Relationship Building, Business Marketing, Web Presence, Communication Strategies, Drive Engagement, Marketing, Brand Management

    Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Responsible AI for Developers: Privacy & Safety - Deutsch

    Skills you'll gain: AI Security, Responsible AI, Artificial Intelligence, Information Privacy, Generative AI, Data Security, Personally Identifiable Information, Data Ethics, Cloud Security, Google Cloud Platform

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Deploy and Monitor in Google Cloud for AWS Professionals

    Skills you'll gain: Cloud Deployment, Application Deployment, Amazon Web Services, Google Cloud Platform, Amazon CloudWatch, Cloud Applications, Application Performance Management, Kubernetes, Cloud Services, Serverless Computing, System Monitoring, Containerization

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Migrating to Cloud SQL from Amazon RDS for MySQL Using Database Migration Service

    Skills you'll gain: Data Migration, MySQL, Amazon Web Services, Data Import/Export, Google Cloud Platform, Data Access, Databases, Relational Databases

    4.1 stars, 24 reviews, Advanced, Project, Less Than 2 Hours

    ★ 4.1 (24) · Advanced · Project · Less Than 2 Hours

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Preparing for Google Cloud Certification: Cloud Data Engineer Professional Certificate 日本語版

    Skills you'll gain: Google Cloud Platform, Data Pipelines, Dataflow, Data Lakes, Model Deployment, Apache Kafka, Data Governance, Tensorflow, Data Warehousing, MLOps (Machine Learning Operations), Data Infrastructure, Data Architecture, Extract, Transform, Load, Unstructured Data, Real Time Data, Data Processing, Data Quality, Apache Spark, Data Management, Big Data

    4.4 stars, 90 reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 4.4 (90) · Intermediate · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    CertNexus

    DEBIZ (Exam DEB-110): Data Ethics for Business Professionals

    Skills you'll gain: Data Ethics, Business Ethics, Responsible AI, Ethical Standards And Conduct, Legal Risk, Sustainable Development, Law, Regulation, and Compliance, Medical Privacy, Information Privacy, Artificial Intelligence and Machine Learning (AI/ML), Decision Making, Artificial Intelligence, Accountability, Business Strategy, Safety and Security, Emerging Technologies, Human Centered Design

    Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • P

    Packt

    .NET MAUI – Expert Techniques for UI and Custom Controls

    Skills you'll gain: .NET Framework, User Interface (UI), User Interface (UI) Design, UI Components, Dashboard Creation, Animations, Mobile Development, User Interface and User Experience (UI/UX) Design, C# (Programming Language), Cross Platform Development, Role-Based Access Control (RBAC), Application Development, Code Reusability, Extensible Markup Language (XML)

    Advanced · Course · 1 - 3 Months

    Category: New
    New
  • P

    Packt

    The Structure of Success: A Framework for Better Business

    Skills you'll gain: Succession Planning, Strategic Planning, Business Continuity Planning, Entrepreneurship, Contingency Planning, Business Planning, Strategic Thinking, Team Management, Business Strategy, Legal Risk, Governance, Business Continuity, Strategic Leadership, Business Development, Business, Business Administration, Planning, Business Operations, Growth Strategies, Resilience

    Beginner · Course · 1 - 3 Months

    Category: New
    New
  • G

    Google Cloud

    Gemini for end-to-end SDLC - Português Brasileiro

    Skills you'll gain: Google Gemini, Gemini, Software Development Life Cycle, Systems Development Life Cycle, Application Lifecycle Management, Test Script Development, Google Cloud Platform, Application Development, Development Testing, AI Integrations, LLM Application, Test Case, Query Languages, Debugging

    Beginner · Course · 1 - 4 Weeks

1…354355356…834

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

  • 2026 AI And ChatGPT At Work: Productive AI Use For Beginners: Alex Genadinik
  • Gemini for end-to-end SDLC - 한국어: Google Cloud
  • Customer Research with Generative AI for Product Managers: University of California, Davis
  • Business Card Design And Business Networking For Marketing: Alex Genadinik
  • Responsible AI for Developers: Privacy & Safety - Deutsch: Google Cloud
  • Deploy and Monitor in Google Cloud for AWS Professionals: Google Cloud
  • Migrating to Cloud SQL from Amazon RDS for MySQL Using Database Migration Service: Google Cloud
  • Preparing for Google Cloud Certification: Cloud Data Engineer Professional Certificate 日本語版: Google Cloud
  • DEBIZ (Exam DEB-110): Data Ethics for Business Professionals: CertNexus
  • .NET MAUI – Expert Techniques for UI and Custom Controls: Packt

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
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok