• 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


  • O

    Oracle

    Oracle Cloud Infrastructure AI Foundations

    Skills you'll gain: Generative AI, Oracle Cloud, Large Language Modeling, Generative Model Architectures, Machine Learning Methods, Artificial Intelligence, Applied Machine Learning, Supervised Learning, Machine Learning Algorithms, Deep Learning, Machine Learning, Artificial Neural Networks, Oracle Cloud Applications, AI literacy, Unsupervised Learning, Model Training, Recurrent Neural Networks (RNNs)

    4.8 stars, 24 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (24) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    SkillUp

    The Product Owner Profession:  Unleashing the Power of Scrum

    Skills you'll gain: Agile Product Development, Sprint Planning, Product Management, Agile Methodology, Agile Project Management, Product Strategy, Product Planning, Sprint Retrospectives, Backlogs, Project Management, Product Development, Stakeholder Communications, Stakeholder Engagement, Meeting Facilitation, Prioritization

    4.5 stars, 172 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (172) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Liderazgo de equipos

    Skills you'll gain: Team Leadership, Team Management, Team Building, Team Performance Management, Teamwork, Conflict Management, Team Motivation, Trustworthiness, Decision Making, Team Collaboration, Strategic Decision-Making, Rapport Building, People Management, Goal Setting, Leadership, Professional Development, Performance Management, Performance Analysis, Lifelong Learning, Knowledge Transfer

    4.8 stars, 215 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (215) · Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Introduction to Events Management

    Skills you'll gain: Event Management, Event Marketing, Event Planning, Logistics Management, Hospitality, Logistics, Hospitality Management, Planning, Budget Management, Operations Management, Coordinating, Budgeting, Vendor Management, Coordination, Plan Execution

    4.7 stars, 293 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (293) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • E

    EDUCBA

    Hedge Fund Strategies: Analyze, Evaluate & Apply

    Skills you'll gain: Investment Management, Performance Measurement, Portfolio Management, Performance Metric, Performance Analysis, Investments, Portfolio Risk, Benchmarking, International Finance, Risk Management, Financial Regulation, Analysis, Strategic Decision-Making, Case Studies, Business, Decision Making, Time Series Analysis and Forecasting

    4.5 stars, 19 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.5 (19) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    MedCerts

    Medical Terminology, Anatomy, and Physiology Fundamentals

    Skills you'll gain: Medical Terminology, Pathology, Medical Records, Anatomy, Cell Biology, Physiology, Diagnostic Tests, Nutrition and Diet

    4.7 stars, 192 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (192) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    Universidad Nacional Autónoma de México

    Evaluación del y para el aprendizaje en educación universitaria

    Skills you'll gain: Program Evaluation, Formal Learning, Education and Training, Pedagogy, Data Collection, Student-Centred Learning, Higher Education, Instructional Strategies, Ethical Standards And Conduct

    4.8 stars, 687 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (687) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • F

    Fractal Analytics

    Mastering User Centric Design with Generative AI

    Skills you'll gain: Responsible AI, A/B Testing, Design Thinking, Ideation, Generative AI, User Centered Design, Design and Product, Data Ethics, Experience Design, Innovation, User Research, Data Storytelling, Dashboard, AI literacy, Data Analysis, Artificial Intelligence, Prompt Engineering, Critical Thinking, Business Consulting, Problem Solving

    4.7 stars, 427 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (427) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Pattern Discovery in Data Mining

    Skills you'll gain: Data Mining, Big Data, Text Mining, Unsupervised Learning, Unstructured Data, Spatial Data Analysis, Image Analysis, Analysis, Algorithms, Correlation Analysis, Time Series Analysis and Forecasting, Information Privacy

    4.3 stars, 326 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.3 (326) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    PyTorch: Advanced Architectures and Deployment

    Skills you'll gain: Model Deployment, PyTorch (Machine Learning Library), Generative AI, Deep Learning, Generative Model Architectures, MLOps (Machine Learning Operations), Large Language Modeling, Model Optimization, Convolutional Neural Networks, Software Visualization, Artificial Neural Networks, Embeddings, Computer Vision

    4.9 stars, 21 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (21) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • T

    The University of Edinburgh

    AstroTech: The Science and Technology behind Astronomical Discovery

    Skills you'll gain: Physics, Emerging Technologies, Physical Science, Computational Thinking, Image Analysis, Engineering, Scientific, and Technical Instruments, electromagnetics, General Science and Research, Computer Science, Scientific Methods

    4.7 stars, 1.2K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (1.2K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • M

    Macquarie University

    Visionary leadership, identity & motivation: Become a meaning maker

    Skills you'll gain: Brand Strategy, Thought Leadership, Brand Management, Branding, Employee Engagement, Drive Engagement, Organizational Leadership, Marketing Communications, Brand Awareness, Oral Expression, Strategic Communication, Strategic Leadership, Team Motivation, Motivational Skills, Storytelling, Leadership, Influencing, Performance Measurement, Verbal Communication Skills, Communication

    4.9 stars, 880 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (880) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
1…704705706…834

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

  • Oracle Cloud Infrastructure AI Foundations: Oracle
  • The Product Owner Profession:  Unleashing the Power of Scrum: SkillUp
  • Liderazgo de equipos: University of Michigan
  • Introduction to Events Management: Coursera
  • Hedge Fund Strategies: Analyze, Evaluate & Apply: EDUCBA
  • Medical Terminology, Anatomy, and Physiology Fundamentals: MedCerts
  • Evaluación del y para el aprendizaje en educación universitaria: Universidad Nacional Autónoma de México
  • Mastering User Centric Design with Generative AI: Fractal Analytics
  • Pattern Discovery in Data Mining: University of Illinois Urbana-Champaign
  • PyTorch: Advanced Architectures and Deployment: DeepLearning.AI

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
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok