• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Log In
  • Join for Free
    Coursera
    • Browse
    • Math For Machine Learning

    Math for Machine Learning Courses Online

    Explore mathematics for machine learning to understand algorithms. Learn about linear algebra, calculus, and probability for ML.

    Skip to search results

    Filter by

    Subject
    Required
     *

    Language
    Required
     *

    The language used throughout the course, in both instruction and assessments.

    Learning Product
    Required
     *

    Build job-relevant skills in under 2 hours with hands-on tutorials.
    Learn from top instructors with graded assignments, videos, and discussion forums.
    Learn a new tool or skill in an interactive, hands-on environment.
    Get in-depth knowledge of a subject by completing a series of courses and projects.
    Earn career credentials from industry leaders that demonstrate your expertise.
    Earn career credentials while taking courses that count towards your Master’s degree.
    Earn your Bachelor’s or Master’s degree online for a fraction of the cost of in-person learning.
    Complete graduate-level learning without committing to a full degree program.
    Earn a university-issued career credential in a flexible, interactive format.

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the Math for Machine Learning Course Catalog

    • C

      Coursera Project Network

      Work with Components in Figma

      Skills you'll gain: Figma (Design Software), UI Components, Style Guides, Wireframing, Software Design, Mockups, Application Design, Web Design, Application Development, Software Engineering

      4.4
      Rating, 4.4 out of 5 stars
      ·
      170 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Vertex AI Search for Commerce

      Skills you'll gain: AI Personalization, Data Integration, Google Cloud Platform, MLOps (Machine Learning Operations), Data Modeling, Continuous Monitoring, Data Quality, System Monitoring, Real Time Data, Enterprise Architecture, Application Programming Interface (API)

      Advanced · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      C

      Coursera

      Creating Engaging Content for YouTube

      Skills you'll gain: Video Production, Web Analytics and SEO, Media Production, Driving engagement, Content Strategy, Video Editing, Content Performance Analysis, Content Creation, Web Content, Live Streaming, Storytelling, Scripting

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Maryland, College Park

      Master Class for Corporate Entrepreneurs

      Skills you'll gain: Proposal Development, Innovation, Market Opportunities, Entrepreneurship, Business Modeling, New Business Development, Corporate Strategy, Corporate Finance, New Product Development, Strategic Thinking, Business Strategy, Value Propositions

      4.8
      Rating, 4.8 out of 5 stars
      ·
      102 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free
      Free
      D

      DeepLearning.AI

      Prompt Engineering for Vision Models

      Skills you'll gain: Prompt Engineering, Multimodal Prompts, Prompt Engineering Tools, Generative AI, Image Analysis, Computer Vision, AI Personalization, Applied Machine Learning

      Beginner · Project · Less Than 2 Hours

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

      Simplilearn

      GenAI for Code Migration Tasks Training

      Skills you'll gain: Generative AI, Microsoft Copilot, Software Development Tools, Artificial Intelligence, Maintainability, Scalability, Performance Tuning, Kubernetes, Software Versioning, Application Frameworks, Algorithms, Data Structures

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      Imperial College London

      Quality Improvement for Population Health

      Skills you'll gain: Public Health, Health Policy, Public Health and Disease Prevention, Health Equity, Community Health, Social Determinants Of Health, Continuous Quality Improvement (CQI), Health Care, Geographic Information Systems, Research Design, Data Presentation

      4.8
      Rating, 4.8 out of 5 stars
      ·
      49 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      I

      Illinois Tech

      Advanced Statistical Techniques for Data Science

      Skills you'll gain: Machine Learning Algorithms, Statistical Analysis, Bayesian Statistics, Data Visualization, Statistical Inference, Data Cleansing, Regression Analysis, Analytics, Data Analysis, Machine Learning, R Programming, Data Science, Statistical Modeling, Data Manipulation, R (Software), Data Mining, Statistical Programming, Predictive Modeling, Data Validation, Exploratory Data Analysis

      Build toward a degree

      4.5
      Rating, 4.5 out of 5 stars
      ·
      45 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      E

      Edureka

      Generative AI Tools for Modern Software Engineering

      Skills you'll gain: Performance Tuning, Software Development Tools, Code Review, Collaborative Software, Integrated Development Environments, Software Visualization, Generative AI, Software Engineering, Software Technical Review, Application Security, Software Development, DevSecOps, Prompt Engineering, AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Debugging, Software Development Life Cycle, Automation, Analysis

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      S

      Starweaver

      Energy Management for IoT Devices

      Skills you'll gain: Internet Of Things, Prototyping, Embedded Software, Energy and Utilities, Electrical Systems, Sustainable Technologies, Usability Testing, Engineering Management, Electronic Hardware, Emerging Technologies, Industrial Engineering, Communication Systems, Sustainable Development, Environmental Monitoring, Real Time Data

      3.8
      Rating, 3.8 out of 5 stars
      ·
      8 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      A

      American Psychological Association

      Basic Inferential Statistics for Psychology

      Skills you'll gain: Sample Size Determination, Statistical Hypothesis Testing, Probability & Statistics, Statistical Methods, Probability Distribution, Quantitative Research, Statistical Analysis, Statistical Software, Statistical Inference, Sampling (Statistics), Data Analysis, Analysis, Statistics, Probability, Analytical Skills, Regression Analysis, Psychology, Research Design, Research

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      C

      Coursera Instructor Network

      Generative AI for Keyword Research

      Skills you'll gain: Keyword Research, Generative AI, Search Engine Optimization, Web Analytics and SEO, Search Engine Marketing, Prompt Engineering, Competitive Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      34 reviews

      Intermediate · Course · 1 - 4 Weeks

    Searches related to math for machine learning

    data for machine learning
    1…115116117…834

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

    • Work with Components in Figma: Coursera Project Network
    • Vertex AI Search for Commerce: Google Cloud
    • Creating Engaging Content for YouTube: Coursera
    • Master Class for Corporate Entrepreneurs: University of Maryland, College Park
    • Prompt Engineering for Vision Models: DeepLearning.AI
    • GenAI for Code Migration Tasks Training: Simplilearn
    • Quality Improvement for Population Health: Imperial College London
    • Advanced Statistical Techniques for Data Science: Illinois Tech
    • Generative AI Tools for Modern Software Engineering: Edureka
    • Energy Management for IoT Devices : Starweaver

    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
    • Manage Cookie Preferences
    Learn Anywhere
    Download on the App Store
    Get it on Google Play
    Logo of Certified B Corporation
    © 2025 Coursera Inc. All rights reserved.
    • Coursera Facebook
    • Coursera Linkedin
    • Coursera Twitter
    • Coursera YouTube
    • Coursera Instagram
    • Coursera TikTok