• 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

    Skills you'll gain: Google Gemini, Gemini, Kubernetes, Google Cloud Platform, Application Deployment, Cloud Deployment, Cloud Management, Cloud Infrastructure, Unix Shell, Prompt Engineering, Generative AI, Cloud Services, Cloud Computing Architecture

    4.4
    Rating, 4.4 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • N

    Northeastern University

    Health Informatics for Healthcare Professionals

    Skills you'll gain: Health Informatics, Health Information Management, Health Systems, Health Technology, Clinical Informatics, Health Care, Electronic Medical Record System, Health Information Management and Medical Records, Health Care Administration, Health Administration, Data Sharing, Electronic Medical Record, Interoperability, Decision Support Systems, Data Management, Data Storage, Artificial Intelligence, Emerging Technologies, Digital Transformation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    36 reviews

    Beginner · Course · 1 - 4 Weeks

  • D

    Duke University

    Agile Approaches for Modern Leadership

    Skills you'll gain: Culture Transformation, Strategic Thinking, Team Building, Team Leadership, Strategic Leadership, Organizational Change, Team Management, Visionary, Organizational Strategy, Organizational Development, Team Performance Management, Strategic Decision-Making, Organizational Leadership, Agile Methodology, Business Leadership, Leadership, Leadership Development, Innovation, Corporate Strategy, Change Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    135 reviews

    Intermediate · Specialization · 1 - 4 Weeks

  • C

    Coursera

    GenAI for Contract Drafting Basics

    Skills you'll gain: Legal Technology, Generative AI, Responsible AI, Data Ethics, Contract Management, Contract Compliance, Client Services, AI literacy, AI Personalization, AI Integrations, Law, Regulation, and Compliance, Automation, Analysis

    4.2
    Rating, 4.2 out of 5 stars
    ·
    13 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Toronto

    Transformational Leadership for Inclusive Innovation

    Skills you'll gain: Organizational Change, Influencing, Organizational Leadership, Leadership Development, Leadership, Diversity and Inclusion, Change Management, Thought Leadership, Team Management, Business Transformation, Drive Engagement, Diversity Awareness, Diversity Equity and Inclusion Initiatives, Advocacy, Innovation, Workplace inclusivity, Overcoming Objections, Stakeholder Engagement, Cultural Diversity, Stakeholder Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    177 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Maryland, College Park

    Framework for Data Collection and Analysis

    Skills you'll gain: Surveys, Data Collection, Survey Creation, Research Design, Data Quality, Data Analysis, Analysis, Sampling (Statistics), Big Data

    4.2
    Rating, 4.2 out of 5 stars
    ·
    775 reviews

    Intermediate · Course · 1 - 4 Weeks

  • J

    John Wiley & Sons

    Staffing, Recruiting, and Product Vision for Leaders

    Skills you'll gain: Management Training And Development, Employee Onboarding, Talent Recruitment, Human Resources Management and Planning, Team Management, Recruitment, Recruitment Strategies, Talent Acquisition, New Hire Orientations, Talent Management, Staff Management, Team Building, Human Resource Strategy, Workforce Planning, Human Resources, Performance Management, Product Management, Leadership, Product Improvement, Empowerment

    Intermediate · Course · 1 - 4 Weeks

  • A

    Alignor

    Diversity Leadership for Everyone

    Skills you'll gain: Influencing, Overcoming Objections, Active Listening, Conflict Management, Diversity Awareness, Teamwork, Collaboration, Diversity Training, Diversity and Inclusion, Cultural Diversity, Tactfulness, Verbal Communication Skills, Interpersonal Communications, Constructive Feedback, Team Leadership, Diversity Equity and Inclusion Initiatives, Stakeholder Engagement, Stakeholder Communications, Assertiveness, Persuasive Communication

    3.7
    Rating, 3.7 out of 5 stars
    ·
    16 reviews

    Intermediate · Specialization · 1 - 3 Months

  • S

    Saviynt

    Saviynt Identity Security for AI Age (ISAA)

    Skills you'll gain: Governance Risk Management and Compliance, Cyber Attacks, Identity and Access Management, Cybersecurity, Cyber Security Strategy, Information Systems Security, AI Security, Cyber Governance, Security Management, Cloud Security, Security Information and Event Management (SIEM), Cyber Security Assessment, Cyber Risk, Security Software, Zero Trust Network Access, Endpoint Security, Human Factors (Security), Risk Management, Data Governance, Artificial Intelligence and Machine Learning (AI/ML)

    Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    GenAI for Healthcare Automation

    Skills you'll gain: Responsible AI, Generative AI Agents, Data Ethics, Healthcare Industry Knowledge, Clinical Documentation, Automation, AI Integrations, Health Informatics, Artificial Intelligence, Predictive Modeling, Innovation, Health Technology, Healthcare Ethics, Decision Support Systems

    Beginner · Course · 1 - 4 Weeks

  • T

    The Chinese University of Hong Kong

    Solving Algorithms for Discrete Optimization

    Skills you'll gain: Operations Research, Model Optimization, Computational Logic, Combinatorics, Algorithms, Applied Mathematics, Mathematical Modeling, Mathematical Software, Computational Thinking, Decision Support Systems, Data Transformation, Theoretical Computer Science, Performance Tuning, Linear Algebra

    4.8
    Rating, 4.8 out of 5 stars
    ·
    44 reviews

    Intermediate · Course · 1 - 4 Weeks

  • S

    Skillshare

    Adobe Premiere Pro for Beginners

    Skills you'll gain: Video Editing, Adobe Premiere, Post-Production, Animations, Photo/Video Production and Technology, Motion Graphics, Video Production, Timelines, Media Production, Graphic and Visual Design, Color Matching, Editing, Graphic Design, Music, Visual Storytelling, File Management

    4.9
    Rating, 4.9 out of 5 stars
    ·
    30 reviews

    Beginner · Specialization · 1 - 3 Months

1…135136137…834

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

  • Gemini for Cloud Architects: Google Cloud
  • Health Informatics for Healthcare Professionals: Northeastern University
  • Agile Approaches for Modern Leadership: Duke University
  • GenAI for Contract Drafting Basics: Coursera
  • Transformational Leadership for Inclusive Innovation: University of Toronto
  • Framework for Data Collection and Analysis: University of Maryland, College Park
  • Staffing, Recruiting, and Product Vision for Leaders: John Wiley & Sons
  • Diversity Leadership for Everyone: Alignor
  • Saviynt Identity Security for AI Age (ISAA): Saviynt
  • GenAI for Healthcare Automation: Coursera

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