• 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


  • G

    Google Cloud

    Gemini for Cloud Architects - 繁體中文

    Skills you'll gain: Google Gemini, Gemini, Google Cloud Platform, AI Workflows, Kubernetes, Generative AI, Application Deployment, Cloud Infrastructure, Cloud Deployment, Cloud Management, Cloud Services

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • G

    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency - 简体中文

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

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Gemini for Network Engineers - 繁體中文

    Skills you'll gain: Google Gemini, Generative AI, Virtual Networking, Google Cloud Platform, Private Cloud, Network Engineering, Prompt Engineering, Cloud Infrastructure, AI literacy, Cloud Platforms, AI Workflows, Cloud Management, General Networking

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Gemini for DevOps Engineers - 繁體中文

    Skills you'll gain: Google Gemini, Gemini, AI Workflows, Prompt Engineering Tools, Google Cloud Platform, Kubernetes, Devops Tools, Cloud Management, Generative AI, Development Environment, Software Documentation

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • G

    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency - 繁體中文

    Skills you'll gain: Responsible AI, Data Ethics, AI literacy, Applied Machine Learning, Artificial Intelligence, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Prepare for CFA Level 1: Portfolio Management and Strategy

    Skills you'll gain: Portfolio Management, Portfolio Risk, Investment Management, Asset Management, Risk Management, Risk Management Framework, Investments, Governance Risk Management and Compliance, Financial Market, Risk Mitigation, Behavioral Economics, Finance, Risk Analysis, General Finance, Performance Measurement, Capital Markets, Performance Analysis, Decision Making

    Beginner · Course · 1 - 3 Months

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

    Google Cloud

    Preparing for the Google Cloud Professional Data Engineer Exam 日本語版

    Skills you'll gain: MLOps (Machine Learning Operations), Data Processing, Model Deployment, Data Pipelines, Google Cloud Platform, Applied Machine Learning, Analytics, Database Development, Data Infrastructure, Model Training, Data Architecture, Data Analysis, Security Controls, Machine Learning, Data Modeling, Cloud Security, Data Visualization, Interactive Data Visualization, Data Storage Technologies

    4.7 stars, 14 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.7 (14) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    C# Object-Oriented Programming for Beginners in C# and .NET

    Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, C# (Programming Language), Programming Principles, .NET Framework, Code Reusability, Program Development

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Gemini for Network Engineers - 日本語版

    Skills you'll gain: Google Gemini, Network Planning And Design, Gemini, Google Cloud Platform, Virtual Networking, Network Performance Management, Prompt Engineering, Cloud Management, Private Cloud, Network Engineering

    Beginner · Course · 1 - 4 Weeks

  • T

    The Chinese University of Hong Kong

    离散优化算法篇 Solving Algorithms for Discrete Optimization

    Skills you'll gain: Model Optimization, Operations Research, Applied Mathematics, Algorithms, Numerical Analysis, Mathematical Modeling, Combinatorics, Computational Logic, Performance Tuning, Program Development, Theoretical Computer Science, Linear Algebra

    Intermediate · Course · 1 - 4 Weeks

    Category: Free
    Free
  • A

    Alex Genadinik

    5 Sales-Video Formats For A Website Or YouTube Monetization

    Skills you'll gain: Selling Techniques, Sales Strategy, Sales Presentations, Advertising Sales, Video Production, Facebook, Product Promotion, Promotional Strategies, Strategic Marketing, Content Marketing, Drive Engagement

    Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    Alex Genadinik

    Empathy In Your Personal Life, At Work, And For Leadership

    Skills you'll gain: Empathy, Active Listening, Compassion, Workplace inclusivity, Empathy & Emotional Intelligence, Recognizing Others, Non-Verbal Communication, Diversity and Inclusion, Emotional Intelligence, Tactfulness, Social Skills, Rapport Building, Leadership Studies, Employee Engagement, Leadership and Management, Verbal Communication Skills, Relationship Building, Employee Retention, Communication Strategies, Creativity

    Mixed · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
1…357358359…834

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

  • Gemini for Cloud Architects - 繁體中文: Google Cloud
  • Responsible AI for Developers: Interpretability & Transparency - 简体中文: Google Cloud
  • Gemini for Network Engineers - 繁體中文: Google Cloud
  • Gemini for DevOps Engineers - 繁體中文: Google Cloud
  • Responsible AI for Developers: Interpretability & Transparency - 繁體中文: Google Cloud
  • Prepare for CFA Level 1: Portfolio Management and Strategy: Board Infinity
  • Preparing for the Google Cloud Professional Data Engineer Exam 日本語版: Google Cloud
  • C# Object-Oriented Programming for Beginners in C# and .NET: Packt
  • Gemini for Network Engineers - 日本語版: Google Cloud
  • 离散优化算法篇 Solving Algorithms for Discrete Optimization: The Chinese University of Hong Kong

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