• 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


  • Status: Preview
    Preview
    K

    KodeKloud

    Docker for Beginners with Hands-on labs

    Skills you'll gain: Docker (Software), Containerization, Kubernetes, Linux Commands, CI/CD, DevOps, YAML, Command-Line Interface, Data Storage, Computer Networking

    4.6
    Rating, 4.6 out of 5 stars
    ·
    151 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Illinois Urbana-Champaign

    Professional Responsibility and Ethics for Accountants

    Skills you'll gain: Governance, Law, Regulation, and Compliance, Business Ethics, Compliance Management, Ethical Standards And Conduct, Accountability, Corporate Strategy, Accounting, Stakeholder Management, Business, Auditing, Decision Making, Financial Management

    Build toward a degree

    4.9
    Rating, 4.9 out of 5 stars
    ·
    67 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Prompt Engineering with GPT: Programming for Custom Content

    Skills you'll gain: Prompt Engineering, OpenAI API, Generative AI, Scripting, Python Programming, Test Case, Application Programming Interface (API), Application Development, Machine Learning, Software Engineering

    4.5
    Rating, 4.5 out of 5 stars
    ·
    71 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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

    Adobe

    Create and Publish Content for Your Audience with AI

    Skills you'll gain: Adobe Express, Adobe Firefly, Adobe Acrobat, Content Creation, Digital Publishing, Storytelling, AI Workflows, Responsible AI, Content Strategy, digital literacy, Content Management, Visual Design, Automation

    Intermediate · Course · 1 - 4 Weeks

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

    Alex Genadinik

    Ideal Morning Routine For An Improved Quality Of Life

    Skills you'll gain: Personal Care, Positivity, Self-Motivation, Personal Development, Productivity, Time Management, Self-Awareness, Health And Wellness Coaching, Mental Concentration, Nutrition and Diet, Goal Setting, Behavioral Management, Behavioral Health, Adaptability

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    Databricks

    Introduction to Computational Statistics for Data Scientists

    Skills you'll gain: Bayesian Statistics, Databricks, Sampling (Statistics), Statistical Modeling, Probability, Applied Machine Learning, Jupyter, Regression Analysis, Statistical Programming, Predictive Modeling, Statistical Analysis, Model Evaluation, Probability Distribution, Data Science, Logistic Regression, Markov Model, Statistics, Statistical Methods, Simulations, Python Programming

    4
    Rating, 4 out of 5 stars
    ·
    109 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: New
    New
    A

    Alex Genadinik

    Get Sponsorships And Brand Deals For Business Or Influencers

    Skills you'll gain: Closing (Sales), Negotiation, Strategic Partnership, Contract Negotiation, Brand Awareness, Brand Strategy, Proposal Development, Business Development, Branding, Business Relationship Management, Brand Management, Relationship Building, Promotional Strategies, Relationship Management, Business Strategies, Growth Strategies

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    A

    American Museum of Natural History

    Genetics and Society: A Course for Educators

    Skills you'll gain: Healthcare Ethics, Research, Education and Training, General Medicine, Teaching, Social Impact, Ethical Standards And Conduct, Biotechnology, Medical Privacy, Biology, Food and Beverage

    4.6
    Rating, 4.6 out of 5 stars
    ·
    174 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Amsterdam

    Reclaiming the Street for Livable Urban Spaces

    Skills you'll gain: Community Organizing, Systems Thinking, Advocacy, Transportation Operations, Change Management, Community Development, Sustainable Development, Innovation, Policy Analysis, Public Policies, Case Studies, Experimentation, Creativity

    4.7
    Rating, 4.7 out of 5 stars
    ·
    83 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Macquarie University

    Excel Time Series Models for Business Forecasting

    Skills you'll gain: Time Series Analysis and Forecasting, Forecasting, Model Evaluation, Microsoft Excel, Excel Formulas, Trend Analysis, Predictive Modeling, Data Presentation, Statistical Visualization, Graphing, Process Optimization

    4.9
    Rating, 4.9 out of 5 stars
    ·
    247 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Human Resource Stewardship for Churches

    Skills you'll gain: Compensation Analysis, Performance Review, Staff Management, Safety Training, Human Resources, Human Resource Management, Diversity and Inclusion, Performance Management, Human Resources Management and Planning, Recruitment, Human Resource Policies, Compensation and Benefits, Supervision, Job Analysis, New Hire Orientations

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    L

    Lund University

    Working for a sustainable future: concepts and approaches

    Skills you'll gain: Sustainable Development, Systems Thinking, Sustainable Business, Sustainable Technologies, Sustainability Standards, Policy Development, Environmental Policy, Environmental Science, Climate Change Programs, Innovation, Environment and Resource Management, Natural Resource Management, Mathematical Modeling, Governance, Geospatial Information and Technology

    4.7
    Rating, 4.7 out of 5 stars
    ·
    124 reviews

    Beginner · Course · 1 - 3 Months

Searches related to math for machine learning

data for machine learning
1…163164165…834

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

  • Docker for Beginners with Hands-on labs: KodeKloud
  • Professional Responsibility and Ethics for Accountants: University of Illinois Urbana-Champaign
  • Prompt Engineering with GPT: Programming for Custom Content: Coursera
  • Create and Publish Content for Your Audience with AI: Adobe
  • Ideal Morning Routine For An Improved Quality Of Life: Alex Genadinik
  • Introduction to Computational Statistics for Data Scientists: Databricks
  • Get Sponsorships And Brand Deals For Business Or Influencers: Alex Genadinik
  • Genetics and Society: A Course for Educators: American Museum of Natural History
  • Reclaiming the Street for Livable Urban Spaces: University of Amsterdam
  • Excel Time Series Models for Business Forecasting: Macquarie University

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