• 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


  • C

    Coursera

    GenAI for Sales Reps: Streamlining Lead Qualification

    Skills you'll gain: Sales Strategy, Lead Generation, Prospecting and Qualification, Sales Process, Sales, Sales Management, Sales Prospecting, General Sales Practices, Data-Driven Decision-Making, Inside Sales, AI Integrations, Email Automation, Workflow Management, Customer Relationship Management (CRM) Software, Case Studies, HubSpot CRM, Predictive Modeling, Automation

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Vue.js 3 and Firebase for Beginners

    Skills you'll gain: Vue.JS, UI Components, User Interface (UI), User Interface (UI) Design, User Interface and User Experience (UI/UX) Design, JavaScript Frameworks, Role-Based Access Control (RBAC), Front-End Web Development, Authentications, Web Applications, Web Components, Authorization (Computing), Web Development Tools, Real Time Data, Responsive Web Design, Development Environment, Data Management

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Obsidian for Beginners: Journal and Track Tasks

    Skills you'll gain: Collaborative Software, Journals, Organizational Skills, Productivity, Ability To Meet Deadlines, Document Management, Issue Tracking, Project Management, File Management, Personal Development, Query Languages

    Beginner · Guided Project · Less Than 2 Hours

    Status: Free trial
    Free trial
  • P

    Pearson

    SQL for Any IT Professional: Unit 3

    Skills you'll gain: Database Design, SQL, Data Management, Databases, Database Management, Query Languages, Data Manipulation, Data Analysis

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Building and Debugging Cloud Functions for Node.js

    Skills you'll gain: Cloud Deployment, Debugging, Google Cloud Platform, Application Deployment, Cloud Development, JavaScript Frameworks, Web Development Tools, Node.JS, Cloud Applications, Serverless Computing, Program Development, Functional Testing, Integrated Development Environments, Software Development, Computer Programming Tools, Microsoft Visual Studio

    Beginner · Project · Less Than 2 Hours

  • U

    Universitat Politècnica de València

    IT Fundamentals for Business Profiles: Hardware

    Skills you'll gain: Computer Hardware, Computer Architecture, Networking Hardware, Hardware Architecture, Computer Systems, Information Technology, Data Storage, Hardware Troubleshooting, General Networking, Data Storage Technologies, Computer Networking, System Support, Mainframe Computing, Peripheral Devices, Wireless Networks, Infrastructure Security, Business Technologies

    Intermediate · Course · 1 - 3 Months

  • R

    Real Madrid Graduate School Universidad Europea

    Building Champions: Applied Sport Training for Football

    Skills you'll gain: Performance Analysis, Sports Medicine, Athletic Training, Patient Evaluation, Exercise Science, Injury Prevention, Laboratory Testing, Medical Telemetry, Performance Reporting, Health Informatics, Rehabilitation, Coaching, Health Technology, Diagnostic Tests, Load Balancing, Clinical Assessment, Decision Support Systems, Data Integration, Global Positioning Systems

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    VMware VCP-DCV (Updated for vSphere 7)

    Skills you'll gain: vSphere Networking and Storage, vSphere DRS & HA, vCenter Server Management, Cloud Infrastructure, VMware vSAN, vCenter Server, Storage vMotion, Virtual Networking, Cloud Computing Architecture, Virtualization, Software-Defined Data Center (SDDC), Virtual Machines, ESXi Installation, iSCSI Configuration, Virtualization and Virtual Machines, Infrastructure Architecture, Cloud Computing, Containerization, Network Monitoring, Memory Management

    Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Miro for Beginners: Create an interactive presentation

    Skills you'll gain: Presentations, Proposal Development, Proposal Writing, Value Propositions, Sales Presentations, Solution Sales Engineering, Collaborative Software, Collaboration, Meeting Facilitation, Discussion Facilitation, Drive Engagement

    Beginner · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Apply Bash and AWK for Practical Data Analytics

    Skills you'll gain: Bash (Scripting Language), Shell Script, Unix Shell, Data Wrangling, Data Analysis, Data Cleansing, Unix Commands, Data Transformation, Data Processing, Command-Line Interface, Data Quality, Scripting, Exploratory Data Analysis, Data Manipulation, Linux Commands, Analysis, Scripting Languages, Query Languages, Advanced Analytics

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • 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, Quality Improvement, Process Improvement, Process Improvement and Optimization, Performance Metric, Lean Manufacturing, Kaizen Methodology, Continuous Improvement Process, Operational Efficiency, Kanban Principles, Statistical Methods, Analysis, Statistical Analysis

    4.6 stars, 43 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (43) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    SAS

    Creating Data for Advanced Reports with SAS Visual Analytics

    Skills you'll gain: SAS (Software), Network Analysis, Text Mining, Spatial Analysis, Social Network Analysis, Analysis, Geospatial Mapping, Data Analysis, Data Wrangling, Statistical Programming, Data Transformation, Unstructured Data, Natural Language Processing

    4.7 stars, 195 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (195) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
1…302303304…834

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

  • GenAI for Sales Reps: Streamlining Lead Qualification: Coursera
  • Vue.js 3 and Firebase for Beginners: Packt
  • Obsidian for Beginners: Journal and Track Tasks: Coursera
  • SQL for Any IT Professional: Unit 3: Pearson
  • Building and Debugging Cloud Functions for Node.js: Google Cloud
  • IT Fundamentals for Business Profiles: Hardware: Universitat Politècnica de València
  • Building Champions: Applied Sport Training for Football: Real Madrid Graduate School Universidad Europea
  • VMware VCP-DCV (Updated for vSphere 7): Packt
  • Miro for Beginners: Create an interactive presentation: Coursera
  • Apply Bash and AWK for Practical Data Analytics: EDUCBA

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