• 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


  • G

    Google Cloud

    Gemini for Cloud Architects - 한국어

    Skills you'll gain: Kubernetes, Google Gemini, Google Cloud Platform, Application Deployment, Cloud Deployment, Cloud-Native Computing, Cloud Infrastructure, Generative AI Agents, Prompt Engineering, Managed Services, Unix Shell

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Copilot for Beginners: Create a Sales Pitch Presentation

    Skills you'll gain: Sales Presentations, Microsoft Copilot, Microsoft PowerPoint, Presentations, Sales Process, Prompt Engineering, Solution Selling, Sales, Value Propositions, Product Knowledge, Storytelling, Productivity Software, Data Import/Export, Business Modeling, Generative AI

    4.8 stars, 13 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.8 (13) · Beginner · Guided Project · Less Than 2 Hours

    Status: Free trial
    Free trial
  • L

    Logical Operations

    Microsoft Publisher for Office 365/2021

    Skills you'll gain: Microsoft 365, Layout Design, Digital Publishing, Proofreading, Graphic Design, Content Management, Editing, Graphics Software, Content Creation, Graphic and Visual Design Software, Productivity Software, Data Sharing, Design, Typography, Multimedia, Marketing

    Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    Exploratorium

    Exploring Light: Hands-on Activities and Strategies for Teachers

    Skills you'll gain: Collaboration, Educational Materials, Instructional Design, Laboratory Experience, Learning Strategies, Constructive Feedback, Experimentation, Science and Research, Physics, Scientific Methods, Investigation

    4.8 stars, 57 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (57) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Maryland, College Park

    Sprint Planning for Faster Agile Team Delivery

    Skills you'll gain: Backlogs, Sprint Planning, Prioritization, Scope Management, Strategic Prioritization, Agile Project Management, Agile Product Development, Agile Methodology, Scheduling, Capacity Management, Capacity Planning, Workflow Management, User Story, Team Management, Earned Value Management, Project Planning

    3.6 stars, 7 reviews, Beginner, Course, 1 - 3 Months

    ★ 3.6 (7) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • N

    National Academy of Sports Medicine

    Pre- and Post-Workout Supplements for the Beginner

    Skills you'll gain: Exercise Science, Nutrition Education, Physiology, Sports Medicine, Decision Making, Nutrition and Diet, Preventative Care, Nutritional Assessment, Pharmacology, Contraindication

    4.8 stars, 17 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • C

    Coursera

    Well Being & Self Care: for Physical and Mental Health

    Skills you'll gain: Habit Formation, Stress Management, Positivity, Personal Care, Mindfulness, Meditation & Breathwork, Preventative Care, Mental and Behavioral Health, Behavioral Health, Personal Development, Self-Motivation, Behavioral Management, Self-Awareness, Mental Health, Resilience, Behavior Management, Assertiveness

    4.7 stars, 75 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Master & Apply Entity Framework for Data Access

    Skills you'll gain: Database Design, Data Modeling, .NET Framework, Object-Relational Mapping, Database Development, Database Management, Relational Databases, Query Languages, Database Application, Data Access, Data Management, SQL

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Glasgow

    Rethinking Leadership Narratives for a Data-Driven Age

    Skills you'll gain: Leadership Studies, Data-Driven Decision-Making, Organizational Effectiveness, Strategic Leadership, Data Literacy, Organizational Leadership, Leadership, Leadership and Management, Ancient History, Leadership Development, Organizational Structure, Agile Methodology, Decision Making, Social Sciences, Critical Thinking and Problem Solving

    4.7 stars, 44 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (44) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    C# Advanced Projects for Web and Enterprise Applications

    Skills you'll gain: Secure Coding, .NET Framework, Data Validation, Business Logic, Database Design, Web Development, Database Development, C# (Programming Language), Verification And Validation, Relational Databases, Billing & Invoicing, Databases, User Interface (UI), Program Development, Billing, Database Application, Development Testing, Software Testing, Application Design, Web Design and Development

    Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Data Pipelines and SQL for Product Analytics

    Skills you'll gain: Data Pipelines, SQL, Apache Airflow, Extract, Transform, Load, JSON, Pandas (Python Package), Data Manipulation, Data Warehousing, Database Design, Star Schema, Query Languages, Data Transformation, Performance Tuning, Real Time Data, Big Data, Data Validation, Performance Analysis, Data Quality, Verification And Validation

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Figma for UI/UX: Master Web Design in Figma

    Skills you'll gain: Figma (Design Software), Responsive Web Design, User Experience Design, User Interface and User Experience (UI/UX) Design, Layout Design, User Interface (UI) Design, Web Design, Typography, Usability, E-Commerce, User Interface (UI), User Experience, Design Elements And Principles, Prototyping, UI Components

    4.3 stars, 33 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.3 (33) · Intermediate · Course · 1 - 3 Months

1…311312313…834

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

  • Gemini for Cloud Architects - 한국어: Google Cloud
  • Copilot for Beginners: Create a Sales Pitch Presentation: Coursera
  • Microsoft Publisher for Office 365/2021: Logical Operations
  • Exploring Light: Hands-on Activities and Strategies for Teachers: Exploratorium
  • Sprint Planning for Faster Agile Team Delivery: University of Maryland, College Park
  • Pre- and Post-Workout Supplements for the Beginner: National Academy of Sports Medicine
  • Well Being & Self Care: for Physical and Mental Health: Coursera
  • Master & Apply Entity Framework for Data Access: EDUCBA
  • Rethinking Leadership Narratives for a Data-Driven Age: University of Glasgow
  • C# Advanced Projects for Web and Enterprise Applications: EDUCBA

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