• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • 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
     *

    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 Mathematics for Machine Learning Course Catalog

    • Status: Free Trial
      Free Trial
      T

      The Hong Kong University of Science and Technology

      Business English for Cross-cultural Communication

      Skills you'll gain: Business Ethics, Business Communication, English Language, Intercultural Competence, Public Speaking, Verbal Communication Skills, Cultural Diversity, Business Writing, Business, Vocabulary, Cultural Sensitivity, Negotiation

      4.7
      Rating, 4.7 out of 5 stars
      ·
      408 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      S

      Shanghai Jiao Tong University

      Mandarin Chinese 3: Chinese for Beginners

      Skills you'll gain: Vocabulary, Language Learning, Oral Comprehension, Culture

      4.8
      Rating, 4.8 out of 5 stars
      ·
      326 reviews

      Beginner · Course · 1 - 3 Months

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

      AI Business School

      AI for Sales

      Skills you'll gain: Sales Enablement, Generative AI, Agentic systems, Productivity, No-Code Development, Sales, Responsible AI, Generative AI Agents, Risk Management, Sales Management, Sales Strategy, AI Product Strategy, Business Process Automation, Sales Process, Automation, Application Development, Artificial Intelligence, Digital Transformation, Innovation, Operational Efficiency

      4.7
      Rating, 4.7 out of 5 stars
      ·
      7 reviews

      Beginner · Specialization · 1 - 3 Months

    • C

      Coursera Project Network

      Crea contenido de e-learning con Canva para tus estudiantes

      Skills you'll gain: Collaborative Software, Teaching, Education Software and Technology, Interactive Learning, User Accounts

      4.7
      Rating, 4.7 out of 5 stars
      ·
      11 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: New
      New
      P

      Packt

      Python for Security

      Skills you'll gain: Security Testing, Cybersecurity, Network Security, TCP/IP, Network Monitoring, Vulnerability Assessments, Servers, Network Analysis, Network Protocols, Exploitation techniques, Scripting

      Intermediate · Course · 1 - 3 Months

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

      Birla Institute of Technology & Science, Pilani

      Logic for Computer Science

      Skills you'll gain: Computational Logic, Logical Reasoning, Deductive Reasoning, Analytical Skills, Theoretical Computer Science, Computational Thinking, Computer Science, Data Analysis, Computer Programming, Verification And Validation, Algorithms, Program Development, Software Development, Machine Learning

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      U

      University of Illinois Urbana-Champaign

      Multimodal Literacies: Communication and Learning in the Era of Digital Media

      Skills you'll gain: Differentiated Instruction, Teaching, Instructional Strategies, Literacy, Oral Expression, Pedagogy, Education Software and Technology, Learning Strategies, Multimedia, Cultural Diversity, Language Learning, Digital Communications, Writing, Non-Verbal Communication

      4.7
      Rating, 4.7 out of 5 stars
      ·
      171 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Python Essentials for MLOps

      Skills you'll gain: Pandas (Python Package), MLOps (Machine Learning Operations), NumPy, Data Manipulation, Software Testing, Data Import/Export, Test Automation, Python Programming, Debugging, Data Structures, Machine Learning, Object Oriented Programming (OOP), Scripting, Program Development, Numerical Analysis, Application Programming Interface (API), Command-Line Interface

      4.3
      Rating, 4.3 out of 5 stars
      ·
      299 reviews

      Intermediate · Course · 1 - 3 Months

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

      Skillshare

      CapCut for Desktop: Ultimate Editing for Reels & TikTok

      Skills you'll gain: Video Editing, TikTok, Video Production, Photo/Video Production and Technology, Animations, Multimedia, Color Matching, Timelines, Content Creation, Typography

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of California, Irvine

      English for Running a Successful Business

      Skills you'll gain: English Language, Entrepreneurship, Business Communication, Sales, Project Management, Verbal Communication Skills, Corporate Sustainability, Grammar, Writing, Business, Business Reporting, Vocabulary

      4.8
      Rating, 4.8 out of 5 stars
      ·
      30 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      U

      University of Cape Town

      Research for Impact

      Skills you'll gain: Climate Change Adaptation, Research, Program Evaluation, Community Development, Sustainable Development, Communication, Systems Thinking, Research Methodologies, Policy Development, Collaboration

      4.8
      Rating, 4.8 out of 5 stars
      ·
      184 reviews

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      P

      Packt

      Linux for Beginners

      Skills you'll gain: Ubuntu, Linux, Package and Software Management, Software Installation, Open Source Technology, Computing Platforms, Operating Systems, Desktop Support

      Beginner · 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…727374…834

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

    • Business English for Cross-cultural Communication: The Hong Kong University of Science and Technology
    • Mandarin Chinese 3: Chinese for Beginners: Shanghai Jiao Tong University
    • AI for Sales: AI Business School
    • Crea contenido de e-learning con Canva para tus estudiantes: Coursera Project Network
    • Python for Security: Packt
    • Logic for Computer Science: Birla Institute of Technology & Science, Pilani
    • Multimodal Literacies: Communication and Learning in the Era of Digital Media : University of Illinois Urbana-Champaign
    • Python Essentials for MLOps: Duke University
    • CapCut for Desktop: Ultimate Editing for Reels & TikTok: Skillshare
    • English for Running a Successful Business: University of California, Irvine

    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