• 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


  • C

    Coursera

    GenAI for Legal Research

    Skills you'll gain: Legal Strategy, Legal Technology, Legal Research, Generative AI, AI Workflows, Data Ethics, AI literacy, Decision Intelligence, Responsible AI, AI Integrations, Legal Writing, Artificial Intelligence, Automation, Predictive Modeling, Ethical Standards And Conduct

    ★ 3.8 (9) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    CorelDRAW for Beginners

    Skills you'll gain: Layout Design, Typography, Logo Design, Graphic and Visual Design, Graphic Design, Graphic and Visual Design Software, Design Software, Graphics Software, Digital Design, Color Theory, Design Elements And Principles, Branding, Graphical Tools, Vector Databases, File Management

    Beginner · Course · 1 - 4 Weeks

  • J

    John Wiley & Sons

    Data Systems Foundations for Data Professionals

    Skills you'll gain: Database Systems, Database Management, Database Administration, Relational Databases, Databases, Database Architecture and Administration, Database Management Systems, Database Software, Database Theory, Transaction Processing, Scripting, Scripting Languages, Disaster Recovery, SQL, Data Security, NoSQL, Data Manipulation, Data Analysis

    Intermediate · Course · 1 - 4 Weeks

  • I

    IBM

    People & Soft Skills: Essential for Professional Success

    Skills you'll gain: Problem Solving, Presentations, Collaboration, Critical Thinking and Problem Solving, Root Cause Analysis, Constructive Feedback, Interpersonal Communications, Oral Expression, Communication, Team Collaboration, Persuasive Communication, Creative Problem-Solving, Virtual Teams, Social Skills, Public Speaking, Verbal Communication Skills, Professional Development, Professionalism, Ability To Meet Deadlines, Operational Efficiency

    ★ 4.7 (5.8K) · Beginner · Specialization · 1 - 3 Months

  • J

    Johns Hopkins University

    Bioconductor for Genomic Data Science

    Skills you'll gain: Bioinformatics, R (Software), Data Analysis Software, Big Data, R Programming, Statistical Programming, Statistical Software, Statistical Analysis, Data Preprocessing, Data Processing, Data Manipulation, Data Structures, Software Installation, Data Import/Export, Data Access

    ★ 3.8 (386) · Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Business Communication for the Modern Workplace

    Skills you'll gain: Active Listening, Internal Communications, Proposal Writing, Negotiation, AI Personalization, Stakeholder Engagement, Business Communication, Workplace inclusivity, Influencing, Proposal Development, Emotional Intelligence, Stakeholder Communications, Empathy, Interpersonal Communications, Communication, Communication Planning, Customer Engagement, Communication Strategies, Leadership and Management, Leadership Development

    ★ 4.7 (767) · Intermediate · Specialization · 1 - 3 Months

  • C

    Coursera

    Capstone for AI-Enhanced Email Marketer

    Skills you'll gain: Campaign Planning, Campaign Management, Email Marketing, Marketing Analytics, Copywriting, Marketing Automation, Target Audience, Data-Driven Marketing, Email Automation, Program Standards, Quality Assurance, Quality Assessment, Web Analytics and SEO, Marketing Effectiveness, Brand Management, Personalized Campaigns, Digital Marketing, Marketing Communications, Market Analysis, Market Intelligence

    Beginner · Course · 1 - 4 Weeks

  • P

    Pearson

    Virtualization for Everyone

    Skills you'll gain: Virtualization, Virtualization and Virtual Machines, Virtual Machines, Virtual Networking, Virtual Environment, Software Installation, Linux, Devops Tools, System Requirements, Encryption

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Excel for Beginners: Advanced Functions

    Skills you'll gain: Microsoft Excel, Spreadsheet Software

    ★ 4.2 (64) · Beginner · Guided Project · Less Than 2 Hours

  • H

    HubSpot Academy

    Sales Training for High Performing Teams

    Skills you'll gain: Closing (Sales), Booking (Sales), Overcoming Objections, Sales Management, Prospecting and Qualification, Inside Sales, Sales Enablement, Sales Process, Sales Training, Selling Techniques, Sales Prospecting, HubSpot CRM, Lead Generation, Sales, Consultative Approaches, General Sales Practices, Sales Strategy, Consultative Selling, Consumer Behaviour, Management Training And Development

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

  • U

    University of Colorado Boulder

    Introduction to Data Analytics for Business

    Skills you'll gain: Data Governance, Data Management, Business Analytics, Analytics, Data Quality, Data Ethics, Data Analysis, Data Warehousing, Big Data, Information Systems, Data Storage Technologies, Databases, Organizational Structure, Data-Driven Decision-Making, Data Access, Relational Databases, SQL, Data Storage, Organizational Effectiveness, Cloud Computing

    ★ 4.7 (3.2K) · Beginner · Course · 1 - 4 Weeks

  • V

    Vanderbilt University

    Scalable Microservices for Developers

    Skills you'll gain: Microservices, Spring Boot, API Testing, Spring Framework, IntelliJ IDEA, Java Programming, Restful API, Object Oriented Programming (OOP), Java, Application Programming Interface (API), Systems Architecture, Application Deployment, Software Architecture, API Design, Integrated Development Environments, Data Persistence, Scalability, Service Oriented Architecture, Web Applications, Application Frameworks

    ★ 4.3 (66) · Intermediate · Specialization · 1 - 3 Months

1…112113114…834

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

  • GenAI for Legal Research: Coursera
  • CorelDRAW for Beginners: Coursera
  • Data Systems Foundations for Data Professionals: John Wiley & Sons
  • People & Soft Skills: Essential for Professional Success: IBM
  • Bioconductor for Genomic Data Science: Johns Hopkins University
  • Business Communication for the Modern Workplace: Coursera
  • Capstone for AI-Enhanced Email Marketer: Coursera
  • Virtualization for Everyone: Pearson
  • Excel for Beginners: Advanced Functions: Coursera
  • Sales Training for High Performing Teams: HubSpot Academy

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