• 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: New
      New
      C

      Coursera Project Network

      Real-time analytics with Spark: User Activity Monitoring

      Skills you'll gain: Apache Spark, Data Pipelines, PySpark, Real Time Data, Query Languages, Data Transformation, SQL

      Intermediate · Guided Project · Less Than 2 Hours

    • C

      Coursera Project Network

      Creating LLM powered NPCs

      Skills you'll gain: Animation and Game Design, Large Language Modeling, Generative AI, ChatGPT, Augmented and Virtual Reality (AR/VR), Prompt Engineering, Virtual Environment, Persona Development, Visualization (Computer Graphics), Interactive Design, Artificial Intelligence, Application Programming Interface (API)

      Beginner · Course · 1 - 4 Weeks

    • C

      Coursera Instructor Network

      GenAI for Product R&D Teams

      Skills you'll gain: Generative AI, Innovation, New Product Development, Product Development, Ideation, Design Thinking, Process Optimization, Prompt Engineering, Ethical Standards And Conduct, Cross-Functional Collaboration

      Beginner · Course · 1 - 4 Weeks

    • G

      Google Cloud

      Responsible AI: Applying AI Principles with GC - Yкраїнська

      Skills you'll gain: Data Ethics, Business Ethics, Artificial Intelligence, Governance, Compliance Training, Verification And Validation, Ethical Standards And Conduct, Google Cloud Platform, Program Implementation, Artificial Intelligence and Machine Learning (AI/ML), Business Modeling, Decision Making

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      P

      Packt

      Linux Administration and Storage

      Skills you'll gain: Bash (Scripting Language), User Accounts, Linux Administration, Linux, Linux Commands, File Systems, Performance Tuning, Systems Administration, Scripting, File Management, Unix Commands, Data Storage, Command-Line Interface, Operating Systems, System Monitoring, Dataflow, Virtualization and Virtual Machines

      Intermediate · Course · 1 - 4 Weeks

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

      Board Infinity

      Logical & Analytical Reasoning — Exam & Recruitment Prep

      Skills you'll gain: Logical Reasoning, Deductive Reasoning, Analytical Skills, Critical Thinking, Problem Solving, Complex Problem Solving, Applied Mathematics, Computational Logic, Cognitive flexibility, Decision Making, Arithmetic

      Beginner · Course · 1 - 3 Months

    • Status: Free
      Free
      C

      Coursera Project Network

      First Steps in Easil

      Skills you'll gain: Project Design, Promotional Materials, Marketing Materials, Advertising, Social Media Content, User Accounts

      Beginner · Guided Project · Less Than 2 Hours

    • J

      Johns Hopkins University

      تحليل البيانات الاستكشافية

      Skills you'll gain: Exploratory Data Analysis, R Programming, Ggplot2, Statistical Methods, Data Analysis, Statistical Analysis, Unsupervised Learning, Histogram, Dimensionality Reduction, Heat Maps, Color Theory

      Mixed · Course · 1 - 4 Weeks

    • C

      Coursera Instructor Network

      Essential Online Collaboration Skills

      Skills you'll gain: Virtual Teams, Meeting Facilitation, Team Motivation, Collaborative Software, Collaboration, Team Management, Team Leadership, Team Building, Telecommuting, Teamwork, Rapport Building, Team Performance Management, Conflict Management, Communication Strategies, Trustworthiness, Communication

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      B

      Board Infinity

      Key Enablers and Challenges in Implementing Industry 4.0

      Skills you'll gain: Organizational Change, Process Optimization, Process Improvement, Workforce Development, Change Management, Manufacturing Operations, Innovation, Workforce Planning, Technology Strategies, Data Security, Employee Training, Digital Transformation, Business Technologies, Internet Of Things, Supply Chain Management, Compliance Management, Cybersecurity, Infrastructure Architecture, Law, Regulation, and Compliance

      Intermediate · Course · 1 - 4 Weeks

    • G

      Google Cloud

      Getting Started with Google Kubernetes Engine - Français

      Skills you'll gain: Kubernetes, Identity and Access Management, Google Cloud Platform, Cloud-Native Computing, Containerization, Docker (Software), Cloud Computing, Cloud Infrastructure, Application Deployment, Command-Line Interface

      Intermediate · Course · 1 - 3 Months

    • C

      Coursera Instructor Network

      GitLab AI: Mastering AI Pair Programming with GitLab Duo

      Skills you'll gain: GitLab, Continuous Integration, Software Development Tools, Git (Version Control System), Code Review, Development Environment, Debugging, Artificial Intelligence

      Intermediate · Course · 1 - 4 Weeks

    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…827828829…834

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

    • Real-time analytics with Spark: User Activity Monitoring: Coursera Project Network
    • Creating LLM powered NPCs: Coursera Project Network
    • GenAI for Product R&D Teams: Coursera Instructor Network
    • Responsible AI: Applying AI Principles with GC - Yкраїнська: Google Cloud
    • Linux Administration and Storage: Packt
    • Logical & Analytical Reasoning — Exam & Recruitment Prep: Board Infinity
    • First Steps in Easil: Coursera Project Network
    • تحليل البيانات الاستكشافية: Johns Hopkins University
    • Essential Online Collaboration Skills: Coursera Instructor Network
    • Key Enablers and Challenges in Implementing Industry 4.0: Board Infinity

    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