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

Mathematics for Machine Learning Courses

Mathematics for machine learning courses can help you learn linear algebra, calculus, probability, and statistics. You can build skills in optimization techniques, data analysis, and algorithm development. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI applications. You'll also explore key topics like regression analysis, dimensionality reduction, and neural networks, all of which are crucial for developing effective machine learning models.

Popular Mathematics for Machine Learning Courses and Certifications


  • U

    University of Illinois Urbana-Champaign

    Infonomics I: Business Information Economics and Data Monetization

    Skills you'll gain: Big Data, Analytics, Network Model, Business Intelligence, Information Management, Data Analysis, Asset Management, Business Analytics, Advanced Analytics, Case Studies, Business Economics, Information Technology, Data Management, Intellectual Property, Innovation, Accounting

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    120 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Hot New Release
    Hot New Release
    U

    University of California, Davis

    Estimating and Bidding in Construction

    Skills you'll gain: Construction Estimating, Engineering Plans And Specifications, Blueprint Reading, Architectural Drawing, Cost Estimation, Building Information Modeling, Project Estimation, Risk Management, Project Risk Management, Architecture and Construction, Cost Management, Technical Drawing, Engineering Drawings, Construction Management, Estimation, Bidding, Construction, Risk Analysis, Presentations, Business Communication

    4.3
    Rating, 4.3 out of 5 stars
    ·
    17 reviews

    Intermediate · Specialization · 3 - 6 Months

  • S

    Siemens

    Introduction to Solid Edge

    Skills you'll gain: Computer-Aided Design, Drafting and Engineering Design, Design Software, Data Import/Export, Engineering Drawings, Assembly Drawing, Mechanical Drawings, Technical Drawing, 3D Modeling, 3D Assets

    4.7
    Rating, 4.7 out of 5 stars
    ·
    79 reviews

    Beginner · Course · 1 - 3 Months

  • T

    The Chinese University of Hong Kong

    Entrepreneurship

    Skills you'll gain: Entrepreneurship, Market Opportunities, Innovation, Ideation, Initiative and Leadership, Business Planning, Entrepreneurial Finance, Leadership Development, New Business Development, New Product Development, Financial Analysis, Business Strategy, Market Research, Presentations, Business Modeling, Financial Modeling, Prioritization, Fundraising

    4.7
    Rating, 4.7 out of 5 stars
    ·
    306 reviews

    Beginner · Course · 1 - 3 Months

  • U

    Unilever

    Supply Chain Software Tools

    Skills you'll gain: Supply Chain Systems, Supply Chain Management, Supply Chain, Data Management, Data Lakes, Supply Chain Planning, Data Analysis Software, Real Time Data, Data Storage Technologies, Inventory Management System, Forecasting, Demand Planning, Data Analysis, Data-Driven Decision-Making, AI Enablement, Problem Solving

    4.7
    Rating, 4.7 out of 5 stars
    ·
    79 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    XHTML Front-End Web Design with CSS

    Skills you'll gain: Browser Compatibility, Responsive Web Design, UI Components, HTML and CSS, Hypertext Markup Language (HTML), Web Design and Development, Web Design, Web Content Accessibility Guidelines, Extensible Markup Language (XML), Cascading Style Sheets (CSS), Semantic Web, Verification And Validation, Interactive Design, User Interface (UI), Typography, Web Development Tools, Usability, Web Language, Web Development, Extensible Languages and XML

    4.9
    Rating, 4.9 out of 5 stars
    ·
    45 reviews

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Increase Reading Comprehension with Actively Learn

    Skills you'll gain: Teaching, Data Collection, Instructional Strategies, Education Software and Technology, Student Engagement, Interactive Learning, Curriculum Planning, Childhood Education and Development, Social Studies

    4.4
    Rating, 4.4 out of 5 stars
    ·
    150 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Colorado Boulder

    The Harder Side of Science Communication

    Skills you'll gain: Learning Theory, Human Learning, Motivational Interviewing, Education and Training, Pedagogy, Scientific Methods, Course Development, Communication Strategies, Research, Science and Research, Research Methodologies, Communication, Active Listening, Psychology

    4.3
    Rating, 4.3 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • I

    IE Business School

    Foundations of Strategy

    Skills you'll gain: Competitive Analysis, Business Strategy, Economics, Market Dynamics, Business Economics, Strategic Thinking, Market Analysis, Strategic Planning, Corporate Strategy, Business Strategies, Resource Management, Business Process

    4.8
    Rating, 4.8 out of 5 stars
    ·
    208 reviews

    Beginner · Course · 1 - 4 Weeks

  • L

    LearnKartS

    Effective Communication Skills

    Skills you'll gain: Active Listening, Verbal Communication Skills, Communication, Communication Strategies, Empathy & Emotional Intelligence, Oral Comprehension, Emotional Intelligence, Persuasive Communication, Public Speaking, Non-Verbal Communication, Business Communication, Tactfulness, Conflict Management, Relationship Management, Teamwork

    4.8
    Rating, 4.8 out of 5 stars
    ·
    96 reviews

    Beginner · Course · 1 - 4 Weeks

  • N

    Northwestern University

    Leadership Through Design Innovation

    Skills you'll gain: Design Thinking, Innovation, Ideation, Human Centered Design, Design Strategies, Organizational Leadership, Brainstorming, Leadership, Storyboarding, User Feedback, Customer Engagement, Creative Thinking, Design Research, Collaboration

    4.2
    Rating, 4.2 out of 5 stars
    ·
    337 reviews

    Mixed · Course · 1 - 4 Weeks

  • S

    Starweaver

    Global Business Communication

    Skills you'll gain: Data Storytelling, Active Listening, Non-Verbal Communication, Business Writing, Data Visualization, Concision, Data Presentation, Sales Presentation, Sales Strategy, Sales Presentations, Team Collaboration, Customer Relationship Management (CRM) Software, Writing, Cultural Sensitivity, Persuasive Communication, Business Communication, Communication Strategies, Technical Communication, Communication, Marketing Communications

    4.4
    Rating, 4.4 out of 5 stars
    ·
    36 reviews

    Intermediate · Specialization · 1 - 3 Months

1…742743744…834

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

  • Infonomics I: Business Information Economics and Data Monetization: University of Illinois Urbana-Champaign
  • Estimating and Bidding in Construction: University of California, Davis
  • Introduction to Solid Edge: Siemens
  • Entrepreneurship: The Chinese University of Hong Kong
  • Supply Chain Software Tools: Unilever
  • XHTML Front-End Web Design with CSS: EDUCBA
  • Increase Reading Comprehension with Actively Learn: Coursera
  • The Harder Side of Science Communication : University of Colorado Boulder
  • Foundations of Strategy: IE Business School
  • Effective Communication Skills: LearnKartS

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

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • 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
  • Udemy

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