• 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


  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    BiteSize Python for Absolute Beginners: Flow Controls

    Skills you'll gain: Python Programming, Programming Principles, Data Structures, Computational Logic, Debugging, Computational Thinking, Maintainability

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    C

    Coursera

    Notion for Beginners: Intro to AI Marketing Template Mastery

    Skills you'll gain: Marketing Automation, Marketing Planning, AI Enablement, Marketing Strategies, Marketing, Campaign Management, ChatGPT, Databases, Automation, Project Planning, Artificial Intelligence

    4.7
    Rating, 4.7 out of 5 stars
    ·
    19 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • P

    Packt

    Docker and Kubernetes for ASP.NET Development

    Skills you'll gain: Cloud-Native Computing, Docker (Software), .NET Framework, ASP.NET, Application Deployment, Development Environment, Nginx, YAML, Proxy Servers, Web Servers, Scalability, Microsoft SQL Servers

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    K

    Kennesaw State University

    The Improve Phase for the 6 σ Black Belt

    Skills you'll gain: Lean Methodologies, Lean Six Sigma, Six Sigma Methodology, Performance Measurement, Process Improvement, Continuous Improvement Process, Process Analysis, Statistical Methods, Statistical Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    41 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    Z

    Zoho Corporation

    Getting Started with Zoho CRM for Sales Reps

    Skills you'll gain: Customer Relationship Management (CRM) Software, Sales Process, Business Software, Sales Enablement, Sales Development, Sales Pipelines, Sales Operations, Sales Management, Sales Training, Sales, Sales Strategy, Automation, Workflow Management, Lead Generation, Business Process Automation, Dashboard, Real Time Data, Data-Driven Decision-Making

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Building and Debugging Cloud Functions for Node.js

    Skills you'll gain: Debugging, Google Cloud Platform, Application Deployment, Cloud Development, JavaScript Frameworks, Node.JS, Cloud Applications, Serverless Computing, Program Development, Microsoft Visual Studio

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Google Cloud Storage and Containers for AWS Professionals

    Skills you'll gain: Amazon Web Services, Google Cloud Platform, Kubernetes, Cloud Storage, Amazon S3, Hybrid Cloud Computing, Public Cloud, Containerization, Application Deployment, Multi-Cloud, Network Architecture, SQL, Relational Databases

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Pearson

    Introduction to Transformer Models for NLP: Unit 2

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Natural Language Processing, Generative AI, Transfer Learning, Embeddings, Data Preprocessing, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Cash Flow Managers: Optimizing Liquidity Planning

    Skills you'll gain: Cash Flow Forecasting, Responsible AI, Cash Management, Financial Forecasting, Accounts Payable and Receivable, Risk Management, Generative AI, No-Code Development, Business Process Automation, Forecasting, Regulatory Compliance, Business Ethics, Financial Services, ChatGPT, Automation, Prompt Engineering, Dashboard

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    S

    Scrimba

    JavaScript Interview Questions for Junior Developers

    Skills you'll gain: Data Validation, Maintainability, Javascript, Computational Thinking, Data Structures, Debugging, Performance Tuning, Web Development, Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    K

    KodeKloud

    Terraform for the Absolute Beginner with Hands-on Labs

    Skills you'll gain: Terraform, Infrastructure as Code (IaC), Cloud Infrastructure, DevOps, Cloud API, Configuration Management, Command-Line Interface, Software Versioning, Version Control

    4.9
    Rating, 4.9 out of 5 stars
    ·
    25 reviews

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Gemini for Security Engineers - Français

    Skills you'll gain: Google Gemini, Cloud Deployment, Google Cloud Platform, AI Security, Cloud Security, Generative AI Agents, Security Strategy, System Configuration

    Beginner · Course · 1 - 4 Weeks

Searches related to math for machine learning

math for machine learning and data science
data for machine learning
math for the machine learning
maths and statistics for machine learning
maths for data science and machine learning
1…223224225…834

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

  • BiteSize Python for Absolute Beginners: Flow Controls: University of Colorado Boulder
  • Notion for Beginners: Intro to AI Marketing Template Mastery: Coursera
  • Docker and Kubernetes for ASP.NET Development: Packt
  • The Improve Phase for the 6 σ Black Belt: Kennesaw State University
  • Getting Started with Zoho CRM for Sales Reps: Zoho Corporation
  • Building and Debugging Cloud Functions for Node.js: Google Cloud
  • Google Cloud Storage and Containers for AWS Professionals: Google Cloud
  • Introduction to Transformer Models for NLP: Unit 2: Pearson
  • GenAI for Cash Flow Managers: Optimizing Liquidity Planning: Coursera
  • JavaScript Interview Questions for Junior Developers: Scrimba

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

  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • English Speaking
  • Generative AI (GenAI)
  • Microsoft Excel
  • Microsoft Power BI
  • Project Management
  • Python

Certificates & Programs

  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM Data Analyst Certificate
  • IBM Data Science Certificate
  • Machine Learning Certificate
  • Microsoft Power BI Data Analyst Certificate
  • UI / UX Design Certificate

Industries & Careers

  • Business
  • Computer Science
  • Data Science
  • Education & Teaching
  • Engineering
  • Finance
  • Healthcare
  • Human Resources (HR)
  • Information Technology (IT)
  • Marketing

Career Resources

  • Career Aptitude Test
  • Examples of Strengths and Weaknesses for Job Interviews
  • High-Income Skills to Learn
  • How Does Cryptocurrency Work?
  • How to Highlight Duplicates in Google Sheets
  • How to Learn Artificial Intelligence
  • Popular Cybersecurity Certifications
  • Preparing for the PMP Certification
  • Signs You Will Get the Job After an Interview
  • What Is Artificial Intelligence?

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
  • Share your Coursera learning story

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