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

Math For Machine Learning Courses

Courses in Math for Machine Learning can help you learn linear algebra, calculus, probability, and statistics. You can build skills in data analysis, model evaluation, and algorithm optimization. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI and artificial intelligence projects. You'll also explore techniques like gradient descent and matrix factorization, which are crucial for developing effective machine learning models.

Popular Math For Machine Learning Courses and Certifications


  • S

    SoFi

    Saving Money for the Future

    Skills you'll gain: Wealth Management, Financial Planning, Goal Setting, Cash Management, Cost Estimation, Deposit Accounts, Budgeting, Investments, Prioritization, Higher Education

    4.5
    Rating, 4.5 out of 5 stars
    ·
    38 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Glasgow

    Writing for Business Advanced

    Skills you'll gain: Business Writing, Business Correspondence, Writing, Report Writing, Business Communication, Writing and Editing, Storytelling, Organizational Structure, Vocabulary, Grammar, Concision, Target Audience, Press Releases

    4.9
    Rating, 4.9 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 3 Months

  • D

    Duke University

    ESG Essentials for Sustainable Business

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Sustainable Business, Sustainable Development, Corporate Sustainability, Sustainability Standards, Stakeholder Engagement, Environmental Issue, Stakeholder Management, Business Ethics, Social Impact, Stakeholder Analysis, Governance, Accountability, Strategic Thinking, Business Communication, Trend Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    174 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Advanced Swift Techniques for iOS & Networking

    Skills you'll gain: Apple iOS, iOS Development, Swift Programming, Interactive Data Visualization, JSON, Mobile Development, Data Integration, Data Pipelines, Software Development Tools, User Interface and User Experience (UI/UX) Design, User Interface (UI) Design

    Intermediate · Course · 1 - 4 Weeks

  • B

    Berklee

    Creating Sounds for Electronic Music

    Skills you'll gain: Musical Composition, Music, Electronic Media, Design Software, Patch Management, Computer Hardware, System Requirements

    4.7
    Rating, 4.7 out of 5 stars
    ·
    262 reviews

    Intermediate · Course · 1 - 4 Weeks

  • A

    AI CERTs

    Bitcoin for Leaders

    Skills you'll gain: Blockchain, Technology Strategies, Law, Regulation, and Compliance, Business Leadership, Regulatory Compliance, FinTech, Regulatory Requirements, Payment Systems, Financial Regulation, Business Strategy, Digital Assets, Leadership, Emerging Technologies, Distributed Computing, Cryptography, Cryptographic Protocols, Business Analysis, Encryption, Software Development, Market Dynamics

    Intermediate · Course · 1 - 3 Months

  • T

    The Expert Academy

    B2B Sales Foundations For Complex Deals

    Skills you'll gain: Consultative Selling, B2B Sales, Enterprise Sales, Consultative Approaches, Negotiation, Matrix Management, Conflict Management, Sales Strategy, Persuasive Communication, Sales, Prospecting and Qualification, Stakeholder Engagement, Relationship Management, Sales Management, Rapport Building, Professional Development, Communication, Stakeholder Communications, Psychology, Business Communication

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado System

    C# Programming for Unity Game Development

    Skills you'll gain: Object Oriented Design, Unity Engine, Object Oriented Programming (OOP), Debugging, Video Game Development, Software Design Patterns, Data Structures, C# (Programming Language), Software Design, Game Design, Prototyping, Programming Principles, Graph Theory, Code Reusability, Computer Programming, Data Management, Event-Driven Programming, Code Review, Software Architecture, Application Design

    4.6
    Rating, 4.6 out of 5 stars
    ·
    2.8K reviews

    Beginner · Specialization · 3 - 6 Months

  • M

    Michigan State University

    Pixel Art for Video Games

    Skills you'll gain: Animations, Storyboarding, Animation and Game Design, Unity Engine, Color Theory, Video Game Development, Adobe Photoshop, Game Design, Graphics Software, Graphical Tools, Creative Design, Graphic and Visual Design, Design Elements And Principles

    4.5
    Rating, 4.5 out of 5 stars
    ·
    277 reviews

    Beginner · Course · 1 - 3 Months

  • F

    Fundação Instituto de Administração

    Data & Finance for the future

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Financial Analysis, Cash Flows, Data Visualization, Cash Management, Data Presentation, Business Analytics, Regression Analysis, Financial Acumen, Descriptive Statistics, Financial Accounting, Business Valuation, Cash Flow Forecasting, Competitive Analysis, International Finance, Business Economics, Economics, Financial Policy, Economic Development

    4.7
    Rating, 4.7 out of 5 stars
    ·
    505 reviews

    Intermediate · Specialization · 3 - 6 Months

  • U

    University of California, Irvine

    iOS Development for Creative Entrepreneurs

    Skills you'll gain: Swift Programming, Objective-C (Programming Language), iOS Development, Core Data (Software), Apple iOS, Video Game Development, Game Design, User Interface (UI), Model View Controller, JSON, User Interface (UI) Design, UI Components, Mobile Development, User Interface and User Experience (UI/UX) Design, OAuth, Memory Management, Responsive Web Design, Prototyping, Animation and Game Design, Human Computer Interaction

    4.5
    Rating, 4.5 out of 5 stars
    ·
    710 reviews

    Beginner · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Hardware Description Languages for FPGA Design

    Skills you'll gain: Field-Programmable Gate Array (FPGA), Hardware Design, System Design and Implementation, Application Specific Integrated Circuits, Test Case, Test Script Development, Verification And Validation, Electronic Hardware, Computational Logic, Electrical and Computer Engineering, Electronics, Test Tools, Development Testing, Simulation and Simulation Software, Programming Principles, Simulations, Functional Testing, Debugging, Computer Programming

    4.4
    Rating, 4.4 out of 5 stars
    ·
    627 reviews

    Intermediate · Course · 1 - 4 Weeks

1…113114115…834

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

  • Saving Money for the Future: SoFi
  • Writing for Business Advanced: University of Glasgow
  • ESG Essentials for Sustainable Business: Duke University
  • Advanced Swift Techniques for iOS & Networking: Packt
  • Creating Sounds for Electronic Music: Berklee
  • Bitcoin for Leaders: AI CERTs
  • B2B Sales Foundations For Complex Deals: The Expert Academy
  • C# Programming for Unity Game Development: University of Colorado System
  • Pixel Art for Video Games: Michigan State University
  • Data & Finance for the future: Fundação Instituto de Administração

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