• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • Mathematics For Machine Learning

Mathematics for Machine Learning Courses

Mathematics for machine learning courses can help you learn linear algebra, calculus, probability, and statistics. You can build skills in optimization techniques, data analysis, and algorithm development. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI applications. You'll also explore key topics like regression analysis, dimensionality reduction, and neural networks, all of which are crucial for developing effective machine learning models.

Popular Mathematics for Machine Learning Courses and Certifications


  • V

    Vanderbilt University

    ChatGPT + Excel: Master AI-driven Formulas & Visualizations

    Skills you'll gain: Excel Macros, Excel Formulas, Microsoft Excel, Data Visualization, ChatGPT, Plot (Graphics), Spreadsheet Software, Interactive Data Visualization, AI Enablement, Multimodal Prompts, Generative AI, Prototyping, Verification And Validation

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

  • T

    Technical University of Munich (TUM)

    Cost Accounting: Decision Making

    Skills you'll gain: Cost Accounting, Management Accounting, Operating Cost, Cost Control, Cost Estimation, Cost Management, Cost Benefit Analysis, Strategic Decision-Making, Profit and Loss (P&L) Management, Accounting, Product Assortment, Capacity Management, Decision Making, Capacity Planning, Forecasting

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

  • I

    IBM

    Data Science with R - Capstone Project

    Skills you'll gain: Data Wrangling, Exploratory Data Analysis, Data Presentation, Data Visualization, Data Collection, Predictive Modeling, Interactive Data Visualization, Web Scraping, Shiny (R Package), Ggplot2, Data Analysis, Data Manipulation, Data Cleansing, Statistical Modeling, Predictive Analytics, Tidyverse (R Package), Regression Analysis, Data Transformation, Data Science, Dashboard

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

  • T

    Tally Education and Distribution Services Private Limited

    Basics of Statutory Compliance and Taxation

    Skills you'll gain: Case Studies, Sales Tax, Accounting Software, Accounting and Finance Software, Tax Preparation, Tax Returns, Data Import/Export, Tax Management, Tax, Tax Compliance, Bookkeeping, Billing & Invoicing, Income Tax, Invoicing, Consolidation, Ledgers (Accounting), Tax Laws, Financial Data, Intercompany Accounting, Financial Accounting

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

  • U

    Universidad Nacional Autónoma de México

    Introducción a la estrategia

    Skills you'll gain: Organizational Strategy, Governance, Stakeholder Analysis, Corporate Strategy, Business Planning, Business Strategy, Organizational Structure, Strategic Thinking, Environmental Social And Corporate Governance (ESG), Business Management, Stakeholder Management, Corporate Sustainability, Strategic Decision-Making, Stakeholder Engagement, Competitive Analysis, Entrepreneurship, New Business Development, Market Analysis, Ideation, Analysis

    ★ 4.8 (550) · Mixed · Course · 1 - 3 Months

  • E

    EDUCBA

    Hedge Fund Strategies: Analyze, Evaluate & Apply

    Skills you'll gain: Investment Management, Performance Measurement, Portfolio Management, Performance Metric, Performance Analysis, Investments, Portfolio Risk, Financial Trading, Benchmarking, International Finance, Risk Management, Financial Regulation, Case Studies, Time Series Analysis and Forecasting

    ★ 4.3 (15) · Mixed · Course · 1 - 4 Weeks

  • T

    Tecnológico de Monterrey

    Leading a Family Business

    Skills you'll gain: Succession Planning, Innovation, Business Modeling, Value Propositions, Governance, Entrepreneurship, Lean Methodologies, Leadership and Management, Product Development, Organizational Leadership, Leadership, Business Leadership, Business Architecture, New Product Development, Ideation, People Development, Business Strategies, Strategic Leadership, Sales Presentations, Leadership Development

    ★ 4.3 (60) · Advanced · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Control of Nonlinear Spacecraft Attitude Motion

    Skills you'll gain: Control Systems, Torque (Physics), Mathematical Modeling, Linear Algebra, Differential Equations, Systems Analysis, Engineering Analysis, Applied Mathematics, Mechanics

    ★ 4.7 (70) · Advanced · Course · 1 - 4 Weeks

  • U

    Universidad Austral

    Programación Orientada a Objetos con Python

    Skills you'll gain: Software Documentation, Object Oriented Design, Unified Modeling Language, Software Design, Test Driven Development (TDD), Unit Testing, Object Oriented Programming (OOP), Maintainability, Test Automation, Diagram Design, Programming Principles, Software Quality (SQA/SQC), Software Development, Computer Programming, Python Programming

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

  • U

    University of Colorado Boulder

    The Physics of Emergence: Introduction to Condensed Matter

    Skills you'll gain: Physics, Physical Science, Materials science, Advanced Mathematics, Mathematical Modeling, Applied Mathematics

    ★ 4.9 (20) · Beginner · Specialization · 1 - 3 Months

  • S

    Saïd Business School, University of Oxford

    Foundations of Sustainability and ESG

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Corporate Sustainability, Stakeholder Engagement, Sustainable Business, Governance, Business Metrics, Sustainable Development, Sustainability Reporting, Stakeholder Management, Sustainability Standards, Environmental Issue, Business Ethics, Corporate Strategy, Investment Management, Environment and Resource Management, Community Development, Investments, Diversity and Inclusion, Climate Change Mitigation

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

  • R

    Real Madrid Graduate School Universidad Europea

    Theoretical Bases of Health and Injury Management

    Skills you'll gain: Kinesiology, Applied Machine Learning, Statistical Machine Learning, Machine Learning Methods, Medical Equipment and Technology, Artificial Intelligence and Machine Learning (AI/ML), Predictive Analytics, Health Technology, Machine Learning, Data-Driven Decision-Making, Epidemiology, Load Balancing, Decision Tree Learning, Health Education, Systems Engineering, Psychological Evaluations

    Beginner · Course · 1 - 4 Weeks

1…747748749…834

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

  • ChatGPT + Excel: Master AI-driven Formulas & Visualizations: Vanderbilt University
  • Cost Accounting: Decision Making: Technical University of Munich (TUM)
  • Data Science with R - Capstone Project: IBM
  • Basics of Statutory Compliance and Taxation: Tally Education and Distribution Services Private Limited
  • Introducción a la estrategia: Universidad Nacional Autónoma de México
  • Hedge Fund Strategies: Analyze, Evaluate & Apply: EDUCBA
  • Leading a Family Business: Tecnológico de Monterrey
  • Control of Nonlinear Spacecraft Attitude Motion: University of Colorado Boulder
  • Programación Orientada a Objetos con Python: Universidad Austral
  • The Physics of Emergence: Introduction to Condensed Matter: 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