• 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


  • U

    University of California, Davis

    Digital Thinking: Frameworks For Our Digital Reality

    Skills you'll gain: Digital Transformation, Machine Learning, digital literacy, AI literacy, Responsible AI, Digital Analysis, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Emerging Technologies, Ethical Standards And Conduct, Social Impact, Blockchain, Algorithms, Innovation

    4.7 stars, 15 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • P

    Packt

    Focus Strategies for Enhanced Concentration

    Skills you'll gain: Meditation & Breathwork, Stress Management, Habit Formation

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Apply Fund Accounting for Mutual and Hedge Funds

    Skills you'll gain: Fund Accounting, Financial Reporting, Accounting, General Accounting, Compliance Reporting, Financial Accounting, Regulatory Requirements, Investment Management, Accrual Accounting, Accruals, Financial Statements, Business Valuation, Equities, Balance Sheet, Performance Measurement

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

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

    Category: Preview
    Preview
  • C

    Coursera

    Creating Infographics with GenAI for Marketing

    Skills you'll gain: Infographics, Data Visualization, Target Audience, AI powered creativity, Data Storytelling, Design Elements And Principles, Content Creation, Process Mapping, Communication, ChatGPT, Prompt Engineering

    4.5 stars, 24 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (24) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • B

    Ball State University

    Statistical Methods for Data Science

    Skills you'll gain: Statistical Methods, Probability & Statistics, Probability, Statistical Modeling, Statistical Programming, Statistical Analysis, Probability Distribution, Statistical Inference, Bayesian Statistics, Data Science, Sampling (Statistics), Statistical Hypothesis Testing, R Programming, Dimensionality Reduction, R (Software), Simulations, Statistical Visualization

    Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • C

    Coursera

    Excel for Beginners: Sorting, Filtering, Data-Validation

    Skills you'll gain: Data Validation, Microsoft Excel, Spreadsheet Software, Data Entry, Microsoft Office

    4.5 stars, 31 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.5 (31) · Beginner · Guided Project · Less Than 2 Hours

  • T

    The Hong Kong University of Science and Technology

    Discrete Mathematical Tools for Computer Science

    Skills you'll gain: Probability, Computational Logic, Combinatorics, Bayesian Statistics, Algorithms, Theoretical Computer Science, Mathematical Software, Mathematical Theory & Analysis, Cryptography, Logical Reasoning, Deductive Reasoning, Computational Thinking, Computer Science, Encryption, Data Structures, Arithmetic, General Mathematics, Public Key Cryptography Standards (PKCS), Problem Solving, Cybersecurity

    Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • A

    American Council on Exercise

    Getting Ready for Your Exam

    Skills you'll gain: Chronic Diseases, Health And Wellness Coaching, Healthcare Ethics, Behavior Management, Verbal Communication Skills, Patient Communication, Positive Behavior Support, Ethical Standards And Conduct, Professionalism, Coaching, Preventative Care, Health Education, Motivational Skills

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    SkillsBooster Academy

    Advanced Prompt Engineering for Business Professionals

    Skills you'll gain: AI Orchestration, Prompt Engineering, Agentic Workflows, Prompt Patterns, AI Enablement, AI Security, AI Workflows, Return On Investment, Generative AI Agents, Responsible AI, Decision Intelligence, ChatGPT, Artificial Intelligence, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Business Technologies, Organizational Skills, Business Analysis, Business

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    Simplilearn

    Data Validation in Excel for Beginners

    Skills you'll gain: Microsoft Excel, Data Validation, Excel Formulas, Spreadsheet Software, Data Quality, Management Reporting, Pivot Tables And Charts, Data Cleansing, Project Management, Data Visualization Software, Business Reporting, Data Analysis, Timelines, Data Presentation, Graphing

    4.1 stars, 8 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.1 (8) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • G

    Google Cloud

    BigQuery Fundamentals for Teradata Professionals

    Skills you'll gain: Teradata SQL, Identity and Access Management, SQL, Query Languages, Data Import/Export, Google Cloud Platform, Data Mapping, Role-Based Access Control (RBAC), Data Warehousing, Data Migration, Data Architecture, Database Design, Database Architecture and Administration, Cloud Computing Architecture, Data Modeling

    Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Colorado System

    Cybersecurity Policy for Water and Electricity Infrastructures

    Skills you'll gain: Risk Management Framework, Infrastructure Security, Cyber Security Policies, Continuous Monitoring, Cyber Security Assessment, Security Management, Cyber Governance, Cybersecurity, Cyber Security Strategy, Cyber Risk, Computer Security, Scenario Testing, Dependency Analysis

    4.6 stars, 181 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (181) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
1…213214215…834

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

  • Digital Thinking: Frameworks For Our Digital Reality: University of California, Davis
  • Focus Strategies for Enhanced Concentration: Packt
  • Apply Fund Accounting for Mutual and Hedge Funds: EDUCBA
  • Creating Infographics with GenAI for Marketing: Coursera
  • Statistical Methods for Data Science: Ball State University
  • Excel for Beginners: Sorting, Filtering, Data-Validation: Coursera
  • Discrete Mathematical Tools for Computer Science: The Hong Kong University of Science and Technology
  • Getting Ready for Your Exam: American Council on Exercise
  • Advanced Prompt Engineering for Business Professionals: SkillsBooster Academy
  • Data Validation in Excel for Beginners: Simplilearn

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