• 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

    Creo Incubator

    Soft skills for clinicians: Leadership

    Skills you'll gain: Clinical Leadership, Leadership and Management, Self-Awareness, Leadership, Teamwork, Personal Attributes, Personal Development, Initiative and Leadership, Non-Verbal Communication, Team Collaboration, Trustworthiness, Professional Development, Verbal Communication Skills, Collaboration, Executive Presence, Relationship Building, Emergency Medicine, Communication, Healthcare Ethics, Time Management

    Beginner · Course · 1 - 4 Weeks

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

    EDUCBA

    Agile & Scrum Mastery for CSM and PSM Certification

    Skills you'll gain: Agile Methodology, Scrum (Software Development), Agile Project Management, Agile Software Development, Sprint Retrospectives, Agile Product Development, Continuous Improvement Process, Meeting Facilitation, Project Estimation, Team Management, Sprint Planning, Team Building, Collaborative Software, Team Leadership, Lean Methodologies, Case Studies, Leadership, Administration, Business

    5 stars, 12 reviews, Beginner, Specialization, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • G

    Google Cloud

    BigQuery Fundamentals for Redshift Professionals

    Skills you'll gain: Amazon Redshift, SQL, Identity and Access Management, Query Languages, Google Cloud Platform, Database Design, Role-Based Access Control (RBAC), Data Import/Export, Relational Databases, Data Warehousing, Data Access, Data Integration, Database Architecture and Administration, Data Sharing, Data Modeling

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    GenAI for Digital Marketing and Ecommerce Analysts

    Skills you'll gain: Data Visualization, Data Presentation, Digital Analysis, E-Commerce, Analytics, Key Performance Indicators (KPIs), Google Analytics, Marketing Analytics, Generative AI, Data-Driven Marketing, Data Analysis, Business Strategy, Data Processing, Artificial Intelligence

    4.8 stars, 30 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (30) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    Duke University

    Climate and Health for Healthcare Professions

    Skills you'll gain: Climate Change Adaptation, Health Disparities, Health Equity, Environmental Issue, Advocacy, Social Determinants Of Health, Environmental Science, Health Education, Community Health, Health Care, Public Health, Patient Education And Counseling, Health Systems, Public Health and Disease Prevention, Climate Change Mitigation, Sustainable Systems, Clinical Leadership, Patient Communication, Healthcare Industry Knowledge, Leadership Development

    4.8 stars, 6 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • E

    Edureka

    Generative AI for Customer Experience Optimization

    Skills you'll gain: Customer experience improvement, Workflow Management, Process Design, Customer Service, Customer Support, Customer Engagement, Generative AI, Customer Communications Management, Emotional Intelligence, Customer Success Management, OpenAI, Salesforce, Customer Data Management, Customer Relationship Management, Artificial Intelligence, Customer Analysis, No-Code Development, De-escalation Techniques, Surveys, Communication

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    Duke University

    Building an Agile Culture for Your Organization

    Skills you'll gain: Culture Transformation, Organizational Change, Organizational Leadership, Business Transformation, Open Mindset, Adaptability, Change Management, Innovation, Strategic Leadership, Influencing

    4.8 stars, 57 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (57) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    CVP Analysis for Pricing & Profit Optimization

    Skills you'll gain: Production Planning, Financial Statement Analysis, Cost Accounting, Profit and Loss (P&L) Management, Income Statement, Cost Control, Production Process, Production Management, Cost Benefit Analysis, Financial Statements, Operating Cost, Manufacturing Operations, Management Accounting, Product Assortment, Revenue Management, Operational Analysis, Financial Analysis, Cost Management, Price Negotiation, Product Strategy

    Mixed · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Strategic Leadership: Visionary Skills for Success

    Skills you'll gain: Strategic Leadership, Business Leadership, Change Management, Organizational Change, Leadership, Organizational Leadership, Communication Strategies, Visionary, Leadership Development, Decision Making, Communication, Executive Presence, Culture Transformation, Leadership and Management, Strategic Decision-Making, Organizational Strategy, Emotional Intelligence, Empathy & Emotional Intelligence, Negotiation, Empathy

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Create Professional Company Profiles for Pitchbooks

    Skills you'll gain: Investment Banking, Data Visualization, Business Research, Mergers & Acquisitions, Company, Product, and Service Knowledge, Technical Communication, Presentations, Operational Analysis, Business Development, Corporate Strategy, Business Analysis, Financial Services, Organizational Skills, Concision

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • 2

    28DIGITAL

    Security and Privacy for Big Data - Part 1

    Skills you'll gain: Data Security, Cryptography, Information Systems Security, Security Controls, Cryptographic Protocols, Security Management, Data Access, Vulnerability Assessments, Encryption, Threat Modeling, Vulnerability Management, Big Data, Authorization (Computing), Identity and Access Management

    4.7 stars, 587 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • N

    National Academy of Sports Medicine

    Fitness Coaching Strategies for Weight Loss

    Skills you'll gain: Health And Wellness Coaching, Coaching, Exercise Science, Health Assessment, Exercise Therapy, Creative Problem-Solving, Nutrition and Diet, Innovation, Goal Setting, Overcoming Obstacles

    4.5 stars, 11 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (11) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
1…248249250…834

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

  • Soft skills for clinicians: Leadership: Creo Incubator
  • Agile & Scrum Mastery for CSM and PSM Certification: EDUCBA
  • BigQuery Fundamentals for Redshift Professionals: Google Cloud
  • GenAI for Digital Marketing and Ecommerce Analysts: Coursera
  • Climate and Health for Healthcare Professions: Duke University
  • Generative AI for Customer Experience Optimization: Edureka
  • Building an Agile Culture for Your Organization: Duke University
  • CVP Analysis for Pricing & Profit Optimization: EDUCBA
  • Strategic Leadership: Visionary Skills for Success: Coursera
  • Create Professional Company Profiles for Pitchbooks: 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
Logo of Certified B Corporation
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok