• 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


  • A

    AI CERTs

    AI for Education

    Skills you'll gain: Classroom Management, Student Engagement

    Beginner · Course · 1 - 3 Months

  • M

    Minnesota State University, Mankato

    Skills for New Manager Success

    Skills you'll gain: Leadership and Management, Leadership Development, Team Management, Leadership, Team Leadership, Initiative and Leadership, Organizational Development, Professional Development, Communication Strategies, Professionalism, Strategic Leadership, Verbal Communication Skills, Conflict Management, Communication, Behavior Management, Performance Analysis, Business Management, Trustworthiness, Adaptability, Problem Solving

    Beginner · Specialization · 1 - 3 Months

  • E

    Edureka

    PySpark for Data Science

    Skills you'll gain: PySpark, Model Optimization, Data Pipelines, Dashboard Creation, Dashboard, Interactive Data Visualization, Model Training, Data Processing, Data Storage Technologies, Data Architecture, Natural Language Processing, Data Storage, Data Wrangling, Data Integration, Data Transformation, Machine Learning, Data Preprocessing, Deep Learning, Logistic Regression

    2.7
    Rating, 2.7 out of 5 stars
    ·
    11 reviews

    Intermediate · Specialization · 3 - 6 Months

  • S

    SkillsBooster Academy

    Advanced Prompt Engineering for Business Professionals

    Skills you'll gain: AI Orchestration, Prompt Engineering, Agentic Workflows, Prompt Patterns, AI Enablement, AI Security, AI Workflows, Return On Investment, Generative AI Agents, Responsible AI, Decision Intelligence, ChatGPT, Artificial Intelligence, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Business Technologies, Organizational Skills, Business Analysis, Business

    Intermediate · Course · 1 - 3 Months

  • M

    McMaster University

    Finance for Everyone: Debt

    Skills you'll gain: Financial Policy, Loans, Finance, Risking, Credit Risk, General Finance, Financial Data, Financial Systems, Fiscal Management, General Lending, Lending and Underwriting, Consumer Lending, Corporate Finance, Financial Acumen, Financial Statements, Financial Analysis, Financial Statement Analysis, Commercial Lending, Economics, Case Studies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    148 reviews

    Mixed · Course · 1 - 4 Weeks

  • S

    SkillsBooster Academy

    Microsoft Copilot for Project Management

    Skills you'll gain: Prompt Engineering, Microsoft Copilot, Prompt Engineering Tools, Responsible AI, Workflow Management, Project Management, Meeting Facilitation, Project Coordination, Project Risk Management, Automation, Budget Management, Microsoft Office, Artificial Intelligence, Microsoft Excel, Generative AI, Microsoft Word, Time Management, Financial Management, Data Analysis, Business Communication

    5
    Rating, 5 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 3 Months

  • A

    Arm

    Business Models for Technology Innovators

    Skills you'll gain: Digital Transformation, Product Development, Emerging Technologies, Business Modeling, Strategic Partnership, Business Transformation, Innovation, Internet Of Things, Technology Strategies, Entrepreneurship, New Business Development, Business Technologies, Business Strategy, AI Product Strategy, Market Trend, Case Studies

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    GenAI for Data Scientists

    Skills you'll gain: Generative AI, Responsible AI, AI literacy, Data Ethics, Data Quality, AI Integrations, Applied Machine Learning, Data Synthesis, Analysis, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 4 Weeks

  • S

    SkillsBooster Academy

    Google Gemini for Digital Marketing

    Skills you'll gain: Prompt Engineering, Google Gemini, Campaign Management, Google Ads, Digital Marketing Tools, Prompt Engineering Tools, Market Research, Google Workspace, Email Automation, Marketing Operations, Report Writing, Digital Marketing Campaigns, Digital Marketing, Content Creation, Target Audience, Content Optimization, Marketing Planning, Generative AI, Search Engine Optimization, Web Analytics and SEO

    Beginner · Course · 1 - 3 Months

  • T

    The University of Sydney

    Academic Skills for University Success

    Skills you'll gain: Oral Expression, Critical Thinking, Creative Problem-Solving, Logical Reasoning, Verbal Communication Skills, Problem Solving, Editing, Critical Thinking and Problem Solving, Research, Creative Thinking, Public Speaking, Proofreading, Deductive Reasoning, Analytical Skills, Writing and Editing, Creativity, Writing, digital literacy, Information Management, Digital Communications

    4.9
    Rating, 4.9 out of 5 stars
    ·
    7.8K reviews

    Beginner · Specialization · 3 - 6 Months

  • B

    Board Infinity

    Email Analytics & AI for Marketing Performance

    Skills you'll gain: Email Marketing, Email Automation, AI Personalization, Personalized Campaigns, Data-Driven Marketing, Marketing Analytics, Responsible AI, Web Analytics, Google Analytics, Marketing Effectiveness, Customer Retention, Applied Machine Learning, Predictive Modeling, Predictive Analytics, Data Ethics, Generative AI, ChatGPT, Customer Insights, Data-Driven Decision-Making, Model Evaluation

    Advanced · Course · 1 - 4 Weeks

  • 2

    28DIGITAL

    Marketing Strategy for Entrepreneurs

    Skills you'll gain: Closing (Sales), Cold Calling, Customer Analysis, Selling Techniques, Sales Process, Target Market, Market Analysis, Marketing, General Sales Practices, Marketing Strategy and Techniques, Marketing Strategies, Competitive Analysis, Marketing Planning, Business Marketing, Strategic Marketing, Outbound Calls, Market Opportunities, Sales, Entrepreneurship, Digital Marketing

    4.4
    Rating, 4.4 out of 5 stars
    ·
    159 reviews

    Intermediate · Course · 1 - 3 Months

1…100101102…834

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

  • AI for Education: AI CERTs
  • Skills for New Manager Success: Minnesota State University, Mankato
  • PySpark for Data Science: Edureka
  • Advanced Prompt Engineering for Business Professionals: SkillsBooster Academy
  • Finance for Everyone: Debt: McMaster University
  • Microsoft Copilot for Project Management: SkillsBooster Academy
  • Business Models for Technology Innovators: Arm
  • GenAI for Data Scientists: Coursera
  • Google Gemini for Digital Marketing: SkillsBooster Academy
  • Academic Skills for University Success: The University of Sydney

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