• 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


  • Y

    Yonsei University

    First Step Korean

    Skills you'll gain: Language Learning, Grammar, Writing, Vocabulary, Literacy, Oral Comprehension, Culture

    4.9 stars, 54K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (54K) · Beginner · Course · 1 - 3 Months

    Category: Bestseller
    Bestseller
    Category: Preview
    Preview
  • P

    Packt

    Flux CD for the Absolute Beginners - Hands-On DevOps

    Skills you'll gain: Prometheus (Software), Kubernetes, CI/CD, Grafana, Application Deployment, Devops Tools, DevOps, Continuous Deployment, Containerization, Cloud-Native Computing, Security Controls, System Monitoring, Application Security, Continuous Delivery, Git (Version Control System), Configuration Management, Command-Line Interface, Software Installation, Microsoft Teams, User Interface (UI)

    Beginner · Course · 3 - 6 Months

    Category: New
    New
  • L

    Logical Operations

    Microsoft Word for Office 365 (Desktop or Online): Part 2

    Skills you'll gain: Microsoft Word, Microsoft 365, Document Management, Productivity Software, Microsoft Windows, Business Writing, Writing and Editing, Web Content, Technical Documentation, Writing, Report Writing, Content Management, Collaborative Software, Business Process Automation, Editing, Productivity, Collaboration, Business Communication, Web Content Accessibility Guidelines

    Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Change Management for Google Workspace - 日本語版

    Skills you'll gain: Change Management, Organizational Change, Training Programs, Culture Transformation, Business Transformation, Employee Training, Google Workspace, Communication Planning, Training and Development, Operational Analysis, End User Training and Support, Stakeholder Communications, Strategic Communication, Stakeholder Engagement, Driving engagement

    Intermediate · Course · 1 - 3 Months

  • Y

    Yonsei University

    Learn to Speak Korean 1

    Skills you'll gain: Language Competency, Language Learning, English Language, Vocabulary, Oral Comprehension, Grammar

    4.9 stars, 12K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (12K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • G

    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency - 日本語版

    Skills you'll gain: Responsible AI, Data Ethics, AI literacy, Artificial Intelligence, Model Evaluation, Machine Learning Software, Data Integrity, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Introduction to Data Analysis using Microsoft Excel

    Skills you'll gain: Microsoft Excel, Excel Formulas, Pivot Tables And Charts, Data Analysis, Data Manipulation, Microsoft Office, Data Mining

    4.7 stars, 4.8K reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.7 (4.8K) · Intermediate · Guided Project · Less Than 2 Hours

    Status: Free trial
    Free trial
    Category: Free
    Free
  • G

    Google Cloud

    Protecting Data with NetApp Cloud Manager & Cloud Volumes ONTAP for Google Cloud

    Skills you'll gain: Cloud Storage, Cloud Security, Data Storage Technologies, Data Loss Prevention, Disaster Recovery, Data Security, Data Storage, Google Cloud Platform, Data Maintenance, Malware Protection, Data Management, Security Controls

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    Responsible AI for Developers: Fairness & Bias - 繁體中文

    Skills you'll gain: Responsible AI, Data Ethics, AI literacy, Google Cloud Platform, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Model Evaluation

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Managing NetApp Cloud Volumes ONTAP for Google Cloud with Advanced Tools

    Skills you'll gain: Cloud Management, Google Cloud Platform, Cloud Storage, Command-Line Interface, Data Storage, Capacity Management, Scalability, Data Management, Interoperability

    Advanced · Project · Less Than 2 Hours

  • U

    University of California, Irvine

    Learn English: Intermediate Grammar

    Skills you'll gain: Grammar, Vocabulary, English Language, Multimedia, Language Learning, Content Creation, Language Competency, Photo/Video Production and Technology, Writing, Electronic Media, Oral Comprehension, Digital Publishing

    4.8 stars, 5.4K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.8 (5.4K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    Universidad Nacional Autónoma de México

    Álgebra básica

    Skills you'll gain: Algebra, General Mathematics, Arithmetic, Applied Mathematics, Geometry

    4.8 stars, 3.7K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.8 (3.7K) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
1…362363364…834

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

  • First Step Korean: Yonsei University
  • Flux CD for the Absolute Beginners - Hands-On DevOps: Packt
  • Microsoft Word for Office 365 (Desktop or Online): Part 2: Logical Operations
  • Change Management for Google Workspace - 日本語版: Google Cloud
  • Learn to Speak Korean 1: Yonsei University
  • Responsible AI for Developers: Interpretability & Transparency - 日本語版: Google Cloud
  • Introduction to Data Analysis using Microsoft Excel: Coursera
  • Protecting Data with NetApp Cloud Manager & Cloud Volumes ONTAP for Google Cloud: Google Cloud
  • Responsible AI for Developers: Fairness & Bias - 繁體中文: Google Cloud
  • Managing NetApp Cloud Volumes ONTAP for Google Cloud with Advanced Tools: Google Cloud

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