• 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 often teach linear algebra, calculus, probability, and statistics, providing a solid foundation for understanding algorithms. You can build skills in optimization techniques, data analysis, and model evaluation, which are crucial for effective machine learning applications. Many courses introduce tools like Python libraries such as NumPy and TensorFlow, which help you implement mathematical concepts in AI projects and enhance your ability to work with data-driven models.


Popular Math For Machine Learning Courses and Certifications


  • C

    Coursera

    Python for Data Analysis: Pandas & NumPy

    Skills you'll gain: Pandas (Python Package), NumPy, Data Analysis, Data Science, Python Programming, Data Structures, Exploratory Data Analysis, Data Manipulation, Computer Programming

    4.5
    Rating, 4.5 out of 5 stars
    ·
    376 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

    Adobe

    Prompting for Generative AI

    Skills you'll gain: Adobe Firefly, Prompt Engineering, Adobe Illustrator, Visualization (Computer Graphics), Style Guides, Adobe Photoshop, Graphic and Visual Design, Generative AI, Storytelling, Creativity

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    A

    AI CERTs

    Blockchain for Leaders

    Skills you'll gain: Blockchain, Business Leadership, FinTech, Strategic Leadership, Leadership, Business Transformation, Emerging Technologies, Business, Health Technology, Regulatory Compliance, Business Planning, Legal Risk, Supply Chain Management, Compliance Management, Payment Systems, Cloud Computing, Cryptography, Distributed Computing, Cloud Computing Architecture, Artificial Intelligence

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Skills for Nursing Informatics Leaders

    Skills you'll gain: Clinical Leadership, Nursing Administration, Nursing Management, Leadership, Nursing, Health Informatics, Informatics, Health Care, Innovation, General Networking

    4.8
    Rating, 4.8 out of 5 stars
    ·
    203 reviews

    Beginner · Course · 1 - 3 Months

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

    Skillshare

    Procreate Dreams for Beginners

    Skills you'll gain: Storyboarding, Animations, Storytelling, Motion Graphics, Multimedia, Musical Composition, Adobe After Effects, Photo/Video Production and Technology, Video Editing, Apple software proficiency, Timelines, Layout Design, Color Theory, Design

    Beginner · Specialization · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    A

    AI CERTs

    Bitcoin for Leaders

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

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Maryland, College Park

    Financial Management for Product Leaders

    Skills you'll gain: Financial Statements, Financial Modeling, Proposal Writing, Financial Accounting, Corporate Finance, Business Metrics, Business Valuation, Capital Budgeting, Entrepreneurial Finance, Financial Management, Cost Benefit Analysis, Project Finance, Finance, Return On Investment, Accounting and Finance Software, Product Management, Presentations, Cash Flows

    4.5
    Rating, 4.5 out of 5 stars
    ·
    76 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Pennsylvania

    Business Strategies for Social Impact

    Skills you'll gain: Social Impact, Sustainable Business, Return On Investment, Environmental Social And Corporate Governance (ESG), Corporate Sustainability, Strategic Leadership, Business Strategies, Business Leadership, Case Studies, Decision Making, Community Development, Business Ethics, Entrepreneurship, Investments

    4.6
    Rating, 4.6 out of 5 stars
    ·
    556 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    N

    Northeastern University

    Healthcare Trends for Business Professionals

    Skills you'll gain: Quality Assessment, Value-Based Care, Program Evaluation, Healthcare Industry Knowledge, Health Systems, Health Informatics, Change Management, Decision Support Systems, Health Care, AI Enablement, Process Mapping, Care Management, Patient Safety, Quality Improvement, Health Technology, Patient-centered Care, Business Intelligence, Business Analytics, Health Policy, Medicaid

    4.5
    Rating, 4.5 out of 5 stars
    ·
    214 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    F

    Fractal Analytics

    Generative AI for Business Consultants

    Skills you'll gain: Prompt Engineering, Responsible AI, Generative AI, Data Ethics, AI Security, Management Consulting, Artificial Intelligence, Business Consulting, Consulting, Technical Consulting, AI Enablement, Microsoft Copilot, Quality Assurance, Market Research, Large Language Modeling, Data-Driven Decision-Making, Automation, Technical Communication, Critical Thinking, Problem Solving

    4.6
    Rating, 4.6 out of 5 stars
    ·
    199 reviews

    Beginner · Specialization · 1 - 3 Months

  • P

    Packt

    Pentesting Fundamentals for Beginners

    Skills you'll gain: Vulnerability Scanning, Penetration Testing, MITRE ATT&CK Framework, Metasploit, Vulnerability Assessments, Security Testing, Open Web Application Security Project (OWASP), Exploitation techniques, Brute-force attacks, Virtual Machines, Software Documentation, Technical Documentation, Microsoft Windows, Windows PowerShell, Linux Commands, Scripting, Remote Access Systems

    5
    Rating, 5 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    T

    The University of Sydney

    Critical Thinking Skills for University Success

    Skills you'll gain: Critical Thinking, Analytical Skills, Writing, Research, Higher Education, Complex Problem Solving

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.2K reviews

    Beginner · Course · 1 - 3 Months

Searches related to math for machine learning

math for machine learning and data science
data for machine learning
math for the machine learning
maths and statistics for machine learning
maths for data science and machine learning
1…112113114…834

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

  • Python for Data Analysis: Pandas & NumPy: Coursera
  • Prompting for Generative AI: Adobe
  • Blockchain for Leaders: AI CERTs
  • Skills for Nursing Informatics Leaders: University of Minnesota
  • Procreate Dreams for Beginners: Skillshare
  • Bitcoin for Leaders: AI CERTs
  • Financial Management for Product Leaders: University of Maryland, College Park
  • Business Strategies for Social Impact: University of Pennsylvania
  • Healthcare Trends for Business Professionals: Northeastern University
  • Generative AI for Business Consultants: Fractal Analytics

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
  • 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