• 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 often teach linear algebra, calculus, probability, and statistics, providing a solid foundation for understanding algorithms. You can build skills in optimization techniques, data analysis, and model evaluation, which are crucial for effective machine learning applications. Many courses introduce tools like Python libraries such as NumPy and TensorFlow, which help you implement mathematical concepts in AI projects and enhance your ability to work with data-driven models.

Popular Math For Machine Learning Courses and Certifications


  • P

    Packt

    Python for OOP - The A to Z OOP Python Programming Course

    Skills you'll gain: Programming Principles, Code Reusability, Computer Programming

    Intermediate · Course · 1 - 3 Months

  • A

    Alex Genadinik

    Bitcoin Use For Daily Life - Plus Savings And Discounts

    Skills you'll gain: Merchant Services, Return On Investment, Investments, Payment Systems, Transaction Processing, Payment Processing, Digital Assets, Tax, FinTech

    Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    The Complete Guide to Data Preparation for Analysis

    Skills you'll gain: Data Cleansing, Data Wrangling, Surveys, Survey Creation, Data Transformation, Data Collection, Data Quality, Data Preprocessing, Data Integrity, ChatGPT, Cloud Technologies, Statistical Analysis, Real Time Data

    Intermediate · Course · 3 - 6 Months

    Category: New
    New
  • U

    University at Buffalo

    Capstone - Managing Board Change for Higher Levels of Leadership and Governance Effectiveness

    Skills you'll gain: Peer Review, Governance, Consulting, Leadership and Management, Leadership Studies, Research Reports, Philanthropy, Report Writing, Organizational Leadership, Leadership, Performance Analysis, Leadership Development, Management Consulting, Organizational Change, Change Management, Organizational Effectiveness, Management Reporting, Analysis, Performance Measurement, Performance Review

    4.4 stars, 14 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.4 (14) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Google Analytics 4: Smart Rules for Beginners and Analysts

    Skills you'll gain: Google Analytics, Analytical Skills, Web Analytics, Analysis, Marketing Analytics, Data-Driven Decision-Making, Analytics, Data Analysis, Event Monitoring, Data Collection, Data Capture

    Beginner · Course · 3 - 6 Months

    Category: New
    New
  • G

    Google Cloud

    Preparing for the Google Cloud Professional Cloud Architect Exam en Español

    Skills you'll gain: Cloud Security, Google Cloud Platform, Cloud Solutions, Cloud Computing Architecture, Network Planning And Design, Technical Design, System Implementation, System Configuration, Cloud Computing, Solution Architecture, Cloud Infrastructure, Security Controls, Cloud Storage

    4.8 stars, 6 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.8 (6) · Advanced · Course · 1 - 3 Months

    Category: Preview
    Preview
  • P

    Packt

    Master C# 14 & .NET 10 for 2026 App Development

    Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, C# (Programming Language), .NET Framework, Development Environment, Computer Programming, Programming Principles, Microsoft Development Tools, Microsoft Visual Studio, Data Structures, Computer Science, Algorithms, Application Frameworks, Software Development Tools, Memory Management, Debugging, Software Installation, Data Storage

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • G

    Google Cloud

    Gemini for DevOps Engineers - 简体中文

    Skills you'll gain: Google Gemini, Gemini, Kubernetes, Devops Tools, Google Cloud Platform, DevOps, Build Tools, Development Environment, Cloud Management

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Preparing for the Google Cloud Professional Data Engineer Exam em Português Brasileiro

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Model Training, Applied Machine Learning, Google Cloud Platform, Data Infrastructure, Analytics, Systems Design, Data Processing, Data Pipelines, Data Architecture, Data Storage Technologies, Big Data, Statistical Reporting, Cloud Engineering, Data Visualization, Cloud Security, Cloud Services

    Advanced · Course · 1 - 3 Months

    Category: Preview
    Preview
  • P

    Packt

    Argo CD for the Absolute Beginners - Hands-On DevOps

    Skills you'll gain: Kubernetes, Prometheus (Software), Application Deployment, CI/CD, Devops Tools, Continuous Deployment, Grafana, DevOps, Command-Line Interface, System Monitoring, Continuous Delivery, Git (Version Control System), Application Lifecycle Management, Configuration Management

    Beginner · Course · 3 - 6 Months

  • C

    Coursera

    Open-Source E-commerce Platforms for Modern Retail Solutions

    Skills you'll gain: E-Commerce, Retail Store Operations, Software As A Service, Web Analytics, Scalability, Open Source Technology, Computing Platforms, Growth Strategies, Strategic Decision-Making, Business Software, Analysis, Inventory Control, Decision Making, Data-Driven Decision-Making, Competitive Analysis, Payment Systems

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Pearson

    Cisco Software-Defined Wan for Enterprise & Cloud: Unit 3

    Skills you'll gain: Routing Protocols, Wide Area Networks, Software-Defined Networking, Open Shortest Path First (OSPF), Network Routing, Network Planning And Design, Virtual Networking, Virtual Private Networks (VPN), Network Architecture, Border Gateway Protocol, Network Performance Management, Network Protocols, Cyber Security Policies, Configuration Management

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
1…355356357…834

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

  • Python for OOP - The A to Z OOP Python Programming Course: Packt
  • Bitcoin Use For Daily Life - Plus Savings And Discounts: Alex Genadinik
  • The Complete Guide to Data Preparation for Analysis: Packt
  • Capstone - Managing Board Change for Higher Levels of Leadership and Governance Effectiveness: University at Buffalo
  • Google Analytics 4: Smart Rules for Beginners and Analysts: Packt
  • Preparing for the Google Cloud Professional Cloud Architect Exam en Español: Google Cloud
  • Master C# 14 & .NET 10 for 2026 App Development: Packt
  • Gemini for DevOps Engineers - 简体中文: Google Cloud
  • Preparing for the Google Cloud Professional Data Engineer Exam em Português Brasileiro: Google Cloud
  • Argo CD for the Absolute Beginners - Hands-On DevOps: Packt

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
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok