• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Online Degrees
  • Careers
  • Log In
  • Join for Free
    Coursera
    • Browse
    • Mathematics For Machine Learning

    Mathematics for Machine Learning Courses Online

    Master mathematics for machine learning. Learn about linear algebra, calculus, and probability theory as foundations for building machine learning models.

    Skip to search results

    Filter by

    Subject
    Required
     *

    Language
    Required
     *

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

    Learning Product
    Required
     *

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the Mathematics for Machine Learning Course Catalog

    • Status: Preview
      Preview
      D

      DeepLearning.AI

      Generative AI with Large Language Models

      Skills you'll gain: Large Language Modeling, Generative AI, Prompt Engineering, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Scalability, Reinforcement Learning, Natural Language Processing, Machine Learning, Performance Tuning, Python Programming, Software Architecture

      4.8
      Rating, 4.8 out of 5 stars
      ·
      3.4K reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      Status: AI skills
      AI skills
      I

      IBM

      IBM Relational Database Administrator

      Skills you'll gain: Data Warehousing, SQL, Linux Commands, Database Administration, Web Scraping, IBM DB2, Bash (Scripting Language), Data Pipelines, Apache Airflow, Database Design, MySQL, Database Management, Database Architecture and Administration, Star Schema, Extract, Transform, Load, Relational Databases, Data Engineering, Generative AI, Jupyter, Data Security

      4.6
      Rating, 4.6 out of 5 stars
      ·
      59K reviews

      Intermediate · Professional Certificate · 3 - 6 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      B

      Board Infinity

      Java in Machine Learning

      Skills you'll gain: Feature Engineering, MLOps (Machine Learning Operations), Applied Machine Learning, Deep Learning, Java, Artificial Intelligence and Machine Learning (AI/ML), Java Programming, Enterprise Application Management, Time Series Analysis and Forecasting, Statistical Machine Learning, Image Analysis, Data Processing, Decision Tree Learning, Application Deployment, Machine Learning, Jenkins, Reinforcement Learning, Regression Analysis, Spring Boot, Natural Language Processing

      Intermediate · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      Status: AI skills
      AI skills
      I

      IBM

      IBM Back-End Development

      Skills you'll gain: Serverless Computing, Open Web Application Security Project (OWASP), Software Development Life Cycle, OpenShift, Kubernetes, Linux Commands, GitHub, Software Architecture, MongoDB, Istio, Flask (Web Framework), Bash (Scripting Language), NoSQL, Docker (Software), Development Environment, Object-Relational Mapping, System Monitoring, Microservices, Jupyter, Python Programming

      4.6
      Rating, 4.6 out of 5 stars
      ·
      50K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Data Engineering Foundations

      Skills you'll gain: SQL, Web Scraping, Extract, Transform, Load, Database Design, MySQL, Relational Databases, Database Systems, Data Transformation, Big Data, IBM DB2, Databases, Data Architecture, Database Management, Data Pipelines, Data Storage Technologies, Query Languages, Jupyter, PostgreSQL, Data Governance, Python Programming

      4.6
      Rating, 4.6 out of 5 stars
      ·
      57K reviews

      Beginner · Specialization · 3 - 6 Months

    • C

      Coursera Project Network

      Improving Math Engagement with Prodigy

      Skills you'll gain: Mathematics Education, Education Software and Technology

      4.7
      Rating, 4.7 out of 5 stars
      ·
      83 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      I

      IBM

      Applied Software Engineering Fundamentals

      Skills you'll gain: Software Development Life Cycle, Linux Commands, GitHub, Software Architecture, Flask (Web Framework), Bash (Scripting Language), Development Environment, Git (Version Control System), Version Control, Software Design, Software Engineering, Shell Script, Web Applications, Linux, Software Development Methodologies, Software Design Patterns, Web Development, Jupyter, Web Scraping, Python Programming

      4.6
      Rating, 4.6 out of 5 stars
      ·
      49K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      Y

      Yale University

      Financial Markets

      Skills you'll gain: Financial Market, Investment Banking, Portfolio Management, Finance, Capital Markets, Financial Services, Corporate Finance, Derivatives, Investments, Financial Regulation, Risk Management, Behavioral Economics, Equities, Underwriting, Securities (Finance), Lending and Underwriting, Market Dynamics, Governance, Insurance, Environmental Social And Corporate Governance (ESG)

      4.8
      Rating, 4.8 out of 5 stars
      ·
      31K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Preparing Data for Analysis with Microsoft Excel

      Skills you'll gain: Microsoft Excel, Excel Formulas, Spreadsheet Software, Data Analysis, Power BI, Timelines, Data Literacy, Data Cleansing, Data Manipulation, Data Management

      4.7
      Rating, 4.7 out of 5 stars
      ·
      4.8K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Preview
      Preview
      N

      Northeastern University

      Machine Learning with Small Data Part 1

      Skills you'll gain: Small Data, Deep Learning, Applied Machine Learning, Supervised Learning, Statistical Machine Learning, Theoretical Computer Science, Machine Learning, Unsupervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Natural Language Processing

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      An Introduction to Learning Experience Design (LXD)

      Skills you'll gain: Multimedia, Learning Theory, Web Content Accessibility Guidelines, Instructional Design, Educational Materials, Program Evaluation, Course Development, Design, Professional Development, Education Software and Technology, Design Thinking, Motivational Skills, Adult Learning Principles, Brainstorming, Diversity Equity and Inclusion Initiatives, Needs Assessment, Storyboarding, Content Creation, User Centered Design, Student-Centred Learning

      4.8
      Rating, 4.8 out of 5 stars
      ·
      88 reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Virginia

      Design Thinking for Innovation

      Skills you'll gain: Design Thinking, Innovation, Ideation, Storytelling, Creative Problem-Solving, Market Opportunities, Human Centered Design, New Product Development, Data Visualization, User Experience Design, Strategic Thinking

      4.7
      Rating, 4.7 out of 5 stars
      ·
      9.1K reviews

      Beginner · Course · 1 - 3 Months

    Mathematics For Machine Learning learners also search

    Python for Machine Learning
    Python Machine Learning
    Machine Learning Andrew Ng
    Computational Science
    Machine Learning
    MATLAB
    Applied Machine Learning
    Beginner Machine Learning
    1…151617…834

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

    • Generative AI with Large Language Models: DeepLearning.AI
    • IBM Relational Database Administrator: IBM
    • Java in Machine Learning: Board Infinity
    • IBM Back-End Development: IBM
    • Data Engineering Foundations: IBM
    • Improving Math Engagement with Prodigy: Coursera Project Network
    • Applied Software Engineering Fundamentals: IBM
    • Financial Markets: Yale University
    • Preparing Data for Analysis with Microsoft Excel: Microsoft
    • Machine Learning with Small Data Part 1: Northeastern University

    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

    Technical Skills

    • ChatGPT
    • Coding
    • Computer Science
    • Cybersecurity
    • DevOps
    • Ethical Hacking
    • Generative AI
    • Java Programming
    • Python
    • Web Development

    Analytical Skills

    • Artificial Intelligence
    • Big Data
    • Business Analysis
    • Data Analytics
    • Data Science
    • Financial Modeling
    • Machine Learning
    • Microsoft Excel
    • Microsoft Power BI
    • SQL

    Business Skills

    • Accounting
    • Digital Marketing
    • E-commerce
    • Finance
    • Google
    • Graphic Design
    • IBM
    • Marketing
    • Project Management
    • Social Media Marketing

    Career Resources

    • Essential IT Certifications
    • High-Income Skills to Learn
    • How to Get a PMP Certification
    • How to Learn Artificial Intelligence
    • Popular Cybersecurity Certifications
    • Popular Data Analytics Certifications
    • What Does a Data Analyst Do?
    • Career Development Resources
    • Career Aptitude Test
    • 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
    • ECTS Credit Recommendations

    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