• 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


  • A

    Arizona State University

    Feedback and Coaching For Everyone

    Skills you'll gain: Rapport Building, Growth Mindedness, Recognizing Others, Empathy, Companionship, Relationship Building, Relationship Management, Constructive Feedback, Team Building, Interpersonal Communications, Social Skills, Pedagogy, Friendliness, Leadership, Compassion, Open Mindset, Decision Making, Independent Thinking, Conflict Management, Accountability

    4.7
    Rating, 4.7 out of 5 stars
    ·
    176 reviews

    Beginner · Specialization · 3 - 6 Months

  • J

    John Wiley & Sons

    Data Management and Privacy Practices for Professionals

    Skills you'll gain: Personally Identifiable Information, Data Governance, Data Management, Information Privacy, Law, Regulation, and Compliance, Data Security, Compliance Management, General Data Protection Regulation (GDPR), Information Management, Regulatory Compliance, Incident Response, Data Sharing, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Regulation and Legal Compliance, Legal Risk, Financial Regulations, Cyber Security Policies, Regulatory Requirements, Financial Regulation, Cybersecurity

    Beginner · Course · 1 - 4 Weeks

  • F

    Fundação Instituto de Administração

    Communication Principles for Leaders

    Skills you'll gain: Communication Planning, Stakeholder Engagement, Stakeholder Communications, Corporate Communications, Business Communication, Strategic Communication, Internal Communications, Stakeholder Management, Communication, Interpersonal Communications, Communication Strategies, Public Relations, Leadership, Media Relations, Discussion Facilitation, Business Leadership, Influencing, Employee Engagement

    4.3
    Rating, 4.3 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Creo Incubator

    Effective Communication for Leaders

    Skills you'll gain: Active Listening, Non-Verbal Communication, Intercultural Competence, Constructive Feedback, Communication Strategies, Communication, Interpersonal Communications, Verbal Communication Skills, Business Communication, Tactfulness, Discussion Facilitation, Cultural Responsiveness, Cultural Sensitivity, Leadership, Leadership Development, Empathy, Concision, Adaptability

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Software Architecture for Big Data

    Skills you'll gain: Service Level, Databases, Database Development, Database Management, Acceptance Testing, Data Architecture, Software Engineering, Web Applications, Performance Testing, Scalability, Software Systems, Microservices, Software Architecture, System Testing, Distributed Computing, Data Infrastructure, System Monitoring, Functional Requirement, Application Deployment, Big Data

    Build toward a degree

    3.5
    Rating, 3.5 out of 5 stars
    ·
    107 reviews

    Advanced · Specialization · 1 - 3 Months

  • S

    SkillsBooster Academy

    Generative AI for Business Leaders

    Skills you'll gain: Prompt Engineering, Business Leadership, Dashboard Creation, Strategic Leadership, Prompt Engineering Tools, Project Management, Generative AI Agents, AI powered creativity, ChatGPT, Generative AI, Email Marketing, Digital Marketing, Leadership and Management, Artificial Intelligence and Machine Learning (AI/ML), Deepseek, Artificial Intelligence, Initiative and Leadership, Responsible AI, Business, Business Operations

    4.6
    Rating, 4.6 out of 5 stars
    ·
    19 reviews

    Beginner · Specialization · 3 - 6 Months

  • I

    IBM

    GenAI for Executives & Business Leaders: An Introduction

    Skills you'll gain: Responsible AI, Generative AI, Data Ethics, Artificial Intelligence, AI Enablement, AI literacy, Large Language Modeling, Governance, Business Transformation, Data-Driven Decision-Making, Customer experience improvement, Customer Service, Operational Efficiency

    4.6
    Rating, 4.6 out of 5 stars
    ·
    536 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Python for Beginners: Data Structures

    Skills you'll gain: Data Structures, Plot (Graphics), Python Programming, Data Store, Data Storage

    4.4
    Rating, 4.4 out of 5 stars
    ·
    49 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • L

    LearnQuest

    Advanced AI Techniques for the Supply Chain

    Skills you'll gain: Image Analysis, Model Training, Supervised Learning, Applied Machine Learning, Model Evaluation, Machine Learning Methods, Demand Planning, Artificial Intelligence and Machine Learning (AI/ML), Predictive Modeling, Anomaly Detection, Artificial Intelligence, Convolutional Neural Networks, Model Optimization, Statistical Machine Learning, Supply Chain Management, Machine Learning, Computer Vision, Machine Learning Algorithms, Supply Chain, Natural Language Processing

    3.2
    Rating, 3.2 out of 5 stars
    ·
    15 reviews

    Intermediate · Course · 1 - 4 Weeks

  • N

    Northeastern University

    Healthcare Trends for Business Professionals

    Skills you'll gain: Value-Based Care, Journey Mapping, Healthcare Industry Knowledge, Health Systems, Health Informatics, Organizational Change, Managed Care, Quality Assurance, Change Management, Decision Support Systems, Health Care, Data Quality, Care Management, Patient-centered Care, Business Solutions, AI Product Strategy, Health Policy, Scientific Methods, Health Equity, Predictive Analytics

    4.5
    Rating, 4.5 out of 5 stars
    ·
    215 reviews

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    GenAI for Supply Chain Optimization

    Skills you'll gain: Responsible AI, Inventory Management System, Inventory Control, Supply Chain Management, Supply Chain, Generative AI, Operational Efficiency, Supply Chain Planning, Inventory and Warehousing, Supply Chain Systems, Transportation, Supply Chain, and Logistics, Data Ethics, Logistics Management, AI Enablement, Demand Planning, AI Integrations, Customer Demand Planning, Emerging Technologies, Predictive Analytics, Automation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    16 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    GenAI for DevOps Practitioners

    Skills you'll gain: Infrastructure as Code (IaC), Responsible AI, Generative AI, DevOps, Devops Tools, CI/CD, Continuous Deployment, AI literacy, Software Documentation, Kubernetes, AI Integrations, Data Ethics, Automation, Innovation, Productivity

    Intermediate · Course · 1 - 4 Weeks

1…134135136…834

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

  • Feedback and Coaching For Everyone: Arizona State University
  • Data Management and Privacy Practices for Professionals: John Wiley & Sons
  • Communication Principles for Leaders: Fundação Instituto de Administração
  • Effective Communication for Leaders: Creo Incubator
  • Software Architecture for Big Data: University of Colorado Boulder
  • Generative AI for Business Leaders: SkillsBooster Academy
  • GenAI for Executives & Business Leaders: An Introduction: IBM
  • Python for Beginners: Data Structures: Coursera
  • Advanced AI Techniques for the Supply Chain: LearnQuest
  • Healthcare Trends for Business Professionals: Northeastern University

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