• 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


  • P

    Pearson

    Cisco Software-Defined Wan for Enterprise and Cloud

    Skills you'll gain: Routing Protocols, Software-Defined Networking, Wide Area Networks, Virtual Networking, Network Troubleshooting, Open Shortest Path First (OSPF), Network Routing, Network Architecture, Network Monitoring, Network Planning And Design, Virtual Private Networks (VPN), Border Gateway Protocol, Network Performance Management, Network Security, Network Administration, Network Engineering, Firewall, Amazon Web Services, Cloud Services, Network Infrastructure

    5 stars, 7 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 5 (7) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • 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

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Apply Advanced PROC SQL Techniques for Data Analysis

    Skills you'll gain: SQL, SAS (Software), Data Integrity, Data Manipulation, Query Languages, Relational Databases, Database Management, Data Transformation, Performance Tuning, Debugging, Ad Hoc Reporting

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    GenAI for Patient Care Coordinators and Case Management

    Skills you'll gain: Clinical Documentation, Generative AI Agents, ChatGPT, Patient Coordination, Healthcare Project Management, Practice Management Software, Care Coordination, Case Management, Health Technology, Technology Roadmaps, No-Code Development, Care Management, AI Integrations, Agentic Workflows, Prompt Engineering, Patient Communication, Health Information Management and Medical Records, Business Process Automation, Decision Making

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    Edureka

    SonarQube for Continuous Inspection and Code Review

    Skills you'll gain: SonarQube, Role-Based Access Control (RBAC), Code Review, Maintainability, Continuous Integration, Software Quality Assurance, Software Quality (SQA/SQC), Identity and Access Management, Software Technical Review, User Provisioning, CI/CD, Apache Maven, GitHub, PostgreSQL, Software Engineering, Software Development, Git (Version Control System), Building Codes, Software Installation, Databases

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • L

    LearnKartS

    Advanced MCP & Tool Calling for AI Agents

    Skills you'll gain: Agentic systems, Tool Calling, Agentic Workflows, Generative AI Agents, Gemini, Google Gemini, LLM Application, AI Integrations, OpenAI, Middleware, Angular, Development Environment, Server Side, Systems Architecture, Node.JS, Frontend Integration, Debugging, Data Validation

    Advanced · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    Universitat Politècnica de València

    IT Fundamentals for Business Profiles: Programming

    Skills you'll gain: Computational Thinking, Programming Principles, Web Development, Code Reusability, Database Management, Object Oriented Programming (OOP), Computational Logic, Information Technology, Information Systems, Maintainability, Relational Databases, Computer Programming, Extensible Markup Language (XML), Algorithms, Other Programming Languages, SQL, Hypertext Markup Language (HTML), Data Structures, Cascading Style Sheets (CSS), Javascript

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Make.com for Beginners: LinkedIn Post Automation With GPT-4

    Skills you'll gain: Make.com, LinkedIn, Marketing Automation, Generative AI Agents, Digital Marketing Tools, Social Media Marketing, AI Integrations, Content Development and Management, Application Programming Interface (API), Generative AI, Content Creation, Automation, OpenAI API, Artificial Intelligence, Content Marketing

    3.6 stars, 8 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 3.6 (8) · Beginner · Guided Project · Less Than 2 Hours

  • S

    Sage Publications

    Understanding Medicines Management for Nursing Students

    Skills you'll gain: Drug Interaction, Medication Administration, Medical Prescription, Medication Therapy Management, Contraindication, Pharmacotherapy, Pharmacology, Healthcare Ethics, Nursing Practices, Clinical Practices, Clinical Research, Patient Safety, Nursing, Nursing and Patient Care, Pharmaceuticals, Geriatrics, General Medicine, Health Care Administration, Family Medicine, Hospital Medicine

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • U

    University of Colorado System

    The data to decision path for infusion of AI in healthcare

    Skills you'll gain: Decision Intelligence, Data Governance, Machine Learning Algorithms, Analytics, Advanced Analytics, Data-Driven Decision-Making, AI Integrations, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Predictive Analytics, Applied Machine Learning, Machine Learning, Predictive Modeling

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IE Business School

    From Ideas to Impact: Design Thinking for User-Centricity

    Skills you'll gain: Design Thinking, Innovation, Human Centered Design, Problem Solving, Case Studies, Brainstorming, User Research, Ideation, Empathy

    4.7 stars, 21 reviews, Beginner, Course, 1 - 4 Weeks

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

  • C

    Coursera

    Python for Data Science (and Version Control with GitHub)

    Skills you'll gain: A/B Testing, Pandas (Python Package), Matplotlib, Plotly, Data Visualization, Statistical Methods, GitHub, Data Manipulation, Scientific Visualization, Statistical Hypothesis Testing, Version Control, Statistical Analysis, Data Science, Python Programming, NumPy, Data Processing, Data Analysis, Git (Version Control System), Collaborative Software, AI Workflows

    3.7 stars, 9 reviews, Beginner, Course, 1 - 3 Months

    ★ 3.7 (9) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
1…319320321…834

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

  • Cisco Software-Defined Wan for Enterprise and Cloud: Pearson
  • Capstone for AI-Enhanced Email Marketer: Coursera
  • Apply Advanced PROC SQL Techniques for Data Analysis: EDUCBA
  • GenAI for Patient Care Coordinators and Case Management: Coursera
  • SonarQube for Continuous Inspection and Code Review: Edureka
  • Advanced MCP & Tool Calling for AI Agents: LearnKartS
  • IT Fundamentals for Business Profiles: Programming: Universitat Politècnica de València
  • Make.com for Beginners: LinkedIn Post Automation With GPT-4: Coursera
  • Understanding Medicines Management for Nursing Students: Sage Publications
  • The data to decision path for infusion of AI in healthcare: University of Colorado System

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