• 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


  • Status: Preview
    Preview
    U

    University of Toronto

    Knowledge and Skills for Dementia Care: the SSLD Approach

    Skills you'll gain: Gerontology, Long Term Care, Geriatrics, Caregiving, Nursing Homes, Dignity in Care, Home Health Care, Mental and Behavioral Health, Care Management, Community Development, Substance Abuse, Patient-centered Care, Diversity Awareness, Informed Consent, Behavior Management, Needs Assessment

    4.6
    Rating, 4.6 out of 5 stars
    ·
    128 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    C

    Coursera

    Generative AI for Data Visualization and Data Storytelling

    Skills you'll gain: Generative AI, Data Storytelling, Data Visualization Software, Interactive Data Visualization, Data Presentation, LLM Application, Data Wrangling, Data-Driven Decision-Making, Real Time Data, Prompt Engineering

    4
    Rating, 4 out of 5 stars
    ·
    30 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
    C

    Coursera

    Adobe After Effects for Beginners: Motion Design Essentials

    Skills you'll gain: Animations, Video Editing, Motion Graphics, Timelines, Design Elements And Principles, Typography

    4.5
    Rating, 4.5 out of 5 stars
    ·
    28 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Data Storage in Microsoft Azure for Associate Developers

    Skills you'll gain: Cloud Storage, Data Storage, Microsoft Azure, Data Storage Technologies, Cloud Applications, Data Architecture, Cloud Security, Data Management, Data Security, Application Development, Role-Based Access Control (RBAC), Analytics

    4.6
    Rating, 4.6 out of 5 stars
    ·
    35 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    Siemens

    Expedite – Skills for Industry: Design and Manufacturing

    Skills you'll gain: Product Lifecycle Management, Conceptual Design, Sustainable Design, Project Planning, Sustainable Engineering, Product Development, Systems Engineering, Product Management, Product Design, Manufacturing and Production, Design and Product, Risk Management, Design Software, Engineering, Time Management, Internet Of Things, Cross-Functional Collaboration, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Communication

    4.8
    Rating, 4.8 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    A

    AI Business School

    Practical AI and prompting for management professionals

    Skills you'll gain: Prompt Engineering, Generative AI, Sales, Sales Enablement, AI Personalization, Large Language Modeling, ChatGPT, AI Enablement, Workflow Management, Artificial Intelligence, Brainstorming, Ideation, Business Process Automation, Innovation, Business Transformation, Content Creation, Key Management

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Gemini for Cloud Architects - Español

    Skills you'll gain: Gemini, Google Cloud Platform, Kubernetes, Infrastructure as Code (IaC), Cloud Infrastructure, Generative AI, Cloud Computing Architecture, Cloud Deployment, Cloud Management

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    J

    Johns Hopkins University

    Strategies for Senior Housing Communities during COVID-19

    Skills you'll gain: Infection Control, Emergency Response, Personal protective equipment, Public Health, Community Health, Mental Health, Health And Safety Standards, Patient Education and Support, Education and Training, Policy Development, Interpersonal Communications

    4.8
    Rating, 4.8 out of 5 stars
    ·
    154 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Toronto

    The 360º Corporation: Tools for Achieving Corporate Purpose

    Skills you'll gain: Corporate Sustainability, Environmental Social And Corporate Governance (ESG), Business Ethics, Stakeholder Management, Corporate Strategy, Business Transformation, Governance, Business Leadership, Sustainable Business, Social Impact, Innovation, Stakeholder Analysis, Leadership

    4.8
    Rating, 4.8 out of 5 stars
    ·
    74 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    S

    SkillUp

    Practice Exam for ISC2 Certified in Cybersecurity (CC)

    Skills you'll gain: Cyber Security Assessment, Cybersecurity, Security Testing, Computer Security Incident Management, Incident Response, Security Controls, Network Security, Encryption

    4.6
    Rating, 4.6 out of 5 stars
    ·
    43 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    T

    The Open University

    Understanding the need for a sustainable business

    Skills you'll gain: Sustainable Business, Sustainable Development, Innovation, Environmental Social And Corporate Governance (ESG), Stakeholder Engagement, Business Continuity, Environmental Issue, Social Impact, Business Ethics, Business Architecture, Systems Thinking, Business Modeling, Complex Problem Solving

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    NumPy and Pandas Basics for Future Data Scientists

    Skills you'll gain: Debugging, Data Analysis, Data Preprocessing, Numerical Analysis, Critical Thinking

    4
    Rating, 4 out of 5 stars
    ·
    11 reviews

    Intermediate · Course · 1 - 4 Weeks

Searches related to math for machine learning

math for machine learning and data science
data for machine learning
math for the machine learning
maths and statistics for machine learning
maths for data science and machine learning
1…213214215…834

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

  • Knowledge and Skills for Dementia Care: the SSLD Approach : University of Toronto
  • Generative AI for Data Visualization and Data Storytelling: Coursera
  • Adobe After Effects for Beginners: Motion Design Essentials: Coursera
  • Data Storage in Microsoft Azure for Associate Developers: Microsoft
  • Expedite – Skills for Industry: Design and Manufacturing: Siemens
  • Practical AI and prompting for management professionals: AI Business School
  • Gemini for Cloud Architects - Español: Google Cloud
  • Strategies for Senior Housing Communities during COVID-19: Johns Hopkins University
  • The 360º Corporation: Tools for Achieving Corporate Purpose: University of Toronto
  • Practice Exam for ISC2 Certified in Cybersecurity (CC): SkillUp

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