• 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


  • S

    Shanghai Jiao Tong University

    Mandarin Chinese for Intermediate Learners: Part 3

    Skills you'll gain: Language Learning, Language Competency, Vocabulary, Culture

    ★ 4.6 (24) · Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    GenAI for Algorithmic Trading

    Skills you'll gain: Generative AI, Financial Trading, Market Data, Portfolio Management, Market Trend, Real Time Data, Automation, Artificial Intelligence, Python Programming, Research Reports, Recurrent Neural Networks (RNNs), Applied Machine Learning, Risk Management

    ★ 4.4 (15) · Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    HR Management and Hiring for Startups

    Skills you'll gain: Compensation Management, Talent Recruitment, Compensation Strategy, Human Resource Strategy, Human Resources Management and Planning, Employee Onboarding, Employee Engagement, Workforce Planning, Talent Acquisition, Training and Development, Human Resources, Training Programs, Employee Retention, Employee Training, Compensation Analysis, Recruitment, Workforce Management, Compensation and Benefits, Human Resources Information System (HRIS), Recruitment Strategies

    Mixed · Course · 1 - 3 Months

  • P

    Peking University

    Chinese Characters for beginner (2) 汉字(2)

    Skills you'll gain: Vocabulary, English Language, Literacy, Language Learning, Oral Comprehension

    ★ 4.7 (200) · Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Advanced Excel Tools for Data Analysis

    Skills you'll gain: Pivot Tables And Charts, Dashboard, Dashboard Creation, Microsoft Excel, Financial Modeling, Excel Macros, Data Presentation, Interactive Data Visualization, Data Import/Export, Spreadsheet Software, Data Modeling, Data Literacy, Forecasting, Workflow Management, Statistical Methods, Excel Formulas, Simulation and Simulation Software, Data Storytelling, Finance, Data Analysis

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Canva for teachers

    Skills you'll gain: Digital pedagogy, Education Software and Technology, Teaching, Graphic Design, Creativity

    ★ 4.4 (32) · Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Colorado Boulder

    Quantum Mechanics for Engineers

    Skills you'll gain: Estimation, Electrical Engineering, Numerical Analysis, Linear Algebra, Physics, Angular, Applied Mathematics, Advanced Mathematics, Mathematical Modeling, Mechanics, Calculus, Differential Equations, Engineering Analysis, Physical Science

    ★ 4.4 (108) · Intermediate · Specialization · 1 - 3 Months

  • E

    EDUCBA

    Internet Marketing Strategies for Digital Growth

    Skills you'll gain: Email Marketing, Web Presence, Digital Marketing, Search Engine Optimization, Social Media Marketing, Marketing Strategies, Marketing Strategy and Techniques, Web Analytics and SEO, Social Media Strategy, Digital Analysis, Performance marketing, Web Content, E-Commerce, Marketing, Digital Marketing Campaigns, Content Creation, Driving engagement, Target Audience, Content Management, B2B Sales

    Mixed · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Financial Risk Analysis for Credit Ratings

    Skills you'll gain: Financial Analysis, Portfolio Risk, Credit Risk, Financial Statement Analysis, Financial Statements, Portfolio Management, Investment Management, Risk Management, Project Finance, Business Risk Management, Financial Services, Risk Analysis, Finance, Balance Sheet, Financial Systems, Investments, Banking, Financial Planning, Market Liquidity, Continuous Monitoring

    Mixed · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Data Visualization & Analytics in Tableau

    Skills you'll gain: Dashboard, Dashboard Creation, Data Visualization Software, Tableau Software, Data Visualization, Statistical Visualization, Interactive Data Visualization, Data Storytelling, Geospatial Information and Technology, Data Presentation, Data Analysis, Geospatial Mapping, Graphing, Color Theory, Advanced Analytics, Data Integration, Business Analytics, Marketing Analytics, Analytics, Forecasting

    ★ 4.6 (14) · Beginner · Specialization · 1 - 3 Months

  • R

    Rice University

    Leadership Development for Engineers

    Skills you'll gain: Conflict Management, Professional Networking, Smart Goals, Team Motivation, Employee Coaching, Creative Problem-Solving, Motivational Skills, Team Management, Team Performance Management, Prioritization, Stress Management, Meeting Facilitation, Relationship Management, Goal Setting, Time Management, Creative Thinking, Relationship Building, Communication Strategies, Creativity, Communication

    ★ 4.7 (1.2K) · Beginner · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Responsible AI for Developers

    Skills you'll gain: Responsible AI, AI Security, Information Privacy, Generative AI, Data Ethics, Google Cloud Platform, Artificial Intelligence, AI literacy, Data Security, Cloud Security, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Safety and Security, Machine Learning, Model Evaluation, Ethical Standards And Conduct, Data Quality, Data Validation

    ★ 4.4 (32) · Intermediate · Specialization · 3 - 6 Months

1…888990…834

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

  • Mandarin Chinese for Intermediate Learners: Part 3: Shanghai Jiao Tong University
  • GenAI for Algorithmic Trading: Coursera
  • HR Management and Hiring for Startups: EDUCBA
  • Chinese Characters for beginner (2) 汉字(2): Peking University
  • Advanced Excel Tools for Data Analysis: EDUCBA
  • Canva for teachers: Coursera
  • Quantum Mechanics for Engineers: University of Colorado Boulder
  • Internet Marketing Strategies for Digital Growth: EDUCBA
  • Financial Risk Analysis for Credit Ratings: EDUCBA
  • Data Visualization & Analytics in Tableau: University of Colorado Boulder

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