• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Online Degrees
  • Careers
  • Log In
  • Join for Free
    Coursera
    • Browse
    • Unsupervised Learning

    Unsupervised Learning Courses Online

    Study unsupervised learning for machine learning. Learn about clustering, dimensionality reduction, and anomaly detection techniques.

    Skip to search results

    Filter by

    Subject
    Required
     *

    Language
    Required
     *

    The language used throughout the course, in both instruction and assessments.

    Learning Product
    Required
     *

    Build job-relevant skills in under 2 hours with hands-on tutorials.
    Learn from top instructors with graded assignments, videos, and discussion forums.
    Learn a new tool or skill in an interactive, hands-on environment.
    Get in-depth knowledge of a subject by completing a series of courses and projects.
    Earn career credentials from industry leaders that demonstrate your expertise.
    Earn career credentials while taking courses that count towards your Master’s degree.
    Earn your Bachelor’s or Master’s degree online for a fraction of the cost of in-person learning.
    Complete graduate-level learning without committing to a full degree program.
    Earn a university-issued career credential in a flexible, interactive format.

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the Unsupervised Learning Course Catalog

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Introdução às Simulações PhET para Educação STEM

      Skills you'll gain: Mathematics Education, Education Software and Technology, Student-Centred Learning, Pedagogy, Simulations, Web Content Accessibility Guidelines, Interactive Design

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      B

      Board Infinity

      Comprehensive Guide to Server-Side Logic and Development

      Skills you'll gain: Server Side, Restful API, API Design, Back-End Web Development, Node.JS, Databases, Database Management, Database Systems, MongoDB, Full-Stack Web Development, Application Programming Interface (API), Authentications, Web Applications, JavaScript Frameworks, Web Development, Authorization (Computing), NoSQL, Web Servers, Servers, Javascript

      Intermediate · Course · 1 - 4 Weeks

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

      Packt

      JavaScript Fundamentals & The DOM

      Skills you'll gain: Javascript, JSON, Event-Driven Programming, Web Development, Data Structures, Application Deployment, Application Development, User Interface (UI), Development Environment, Debugging

      Beginner · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Análisis Exploratorio de Datos con Python

      Skills you'll gain: Exploratory Data Analysis, Scatter Plots, Data Analysis, Correlation Analysis, Box Plots, Pandas (Python Package), Data Visualization, Histogram, Statistical Analysis, Python Programming, Software Installation

      4.8
      Rating, 4.8 out of 5 stars
      ·
      6 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: New
      New
      Status: Preview
      Preview
      C

      Coursera Instructor Network

      .NET & .NET Core Mastery: Cross-Platform Development

      Skills you'll gain: Cloud Applications, Containerization, .NET Framework, Application Development, C# (Programming Language), Development Environment, Application Performance Management, Web Applications

      Intermediate · Course · 1 - 4 Weeks

    • P

      Packt

      Lean Management: Just-In-Time Training and Certification

      Skills you'll gain: Lean Manufacturing, Waste Minimization, Lean Methodologies, Supplier Management, Quality Control, Quality Management, Manufacturing Operations, Production Management, Production Process, Operational Efficiency, Supplier Relationship Management, Inventory Control, Process Improvement, Continuous Improvement Process, Facility Management, System Implementation, Team Building

      Beginner · Course · 1 - 3 Months

    • P

      Packt

      Azure SQL Data Warehouse Synapse Analytics Service

      Skills you'll gain: Azure Synapse Analytics, Data Migration, Microsoft Azure, Data Warehousing, SQL Server Integration Services (SSIS), Microsoft SQL Servers, Cloud Security, Performance Tuning, System Configuration, Cloud Storage, Cloud Computing Architecture, Data Security, Apache Spark, Data Integration

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      P

      Packt

      AZ-204 Developing Solutions for Microsoft Azure

      Skills you'll gain: Virtual Machines, Microsoft Azure, Serverless Computing, Cloud Development, Infrastructure As A Service (IaaS), Platform As A Service (PaaS), Authentications, Cloud Applications, Containerization, NoSQL, Identity and Access Management, Cloud Storage, Data Storage Technologies, Application Performance Management, Operational Databases, Application Programming Interface (API), Encryption

      Intermediate · Course · 3 - 6 Months

    • Status: New
      New
      P

      Packt

      Bootstrap 5 From Scratch - Build 5 Modern Websites

      Skills you'll gain: Bootstrap (Front-End Framework), Responsive Web Design, UI Components, HTML and CSS, Application Deployment, Web Design and Development, Web Applications, Front-End Web Development, Interactive Design, Javascript, Cloud Hosting, User Interface (UI), Typography, Animations, Data Validation

      Beginner · Course · 1 - 3 Months

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

      Packt

      Advanced Kubernetes - Security, and Large-Scale Deployments

      Skills you'll gain: Kubernetes, Google Cloud Platform, Cloud Infrastructure, YAML, Containerization, Application Deployment, Configuration Management, MongoDB, Infrastructure Security, Network Security, Data Storage, Scalability

      Intermediate · Course · 1 - 3 Months

    • G

      Google Cloud

      Responsible AI for Developers: Interpretability & Transparency - 繁體中文

      Skills you'll gain: Responsible AI, Data Ethics, Machine Learning Methods, Data Modeling, Artificial Intelligence, Machine Learning

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Preview
      Preview
      C

      Coursera Instructor Network

      GenAI for Azure: AI-Powered Cloud Optimization Strategies

      Skills you'll gain: Microsoft Copilot, Generative AI, Cloud Management, Microsoft Azure, Responsible AI, Cloud Computing Architecture, OpenAI, Business Process Automation, Cloud Security, Scalability, DevOps, Automation, Artificial Intelligence, Performance Tuning, Anomaly Detection

      Intermediate · Course · 1 - 4 Weeks

    Unsupervised Learning learners also search

    Machine Learning
    Deep Learning
    Applied Machine Learning
    Beginner Machine Learning
    Machine Learning Projects
    Beginner Deep Learning
    Deep Learning Projects
    Advanced Machine Learning
    1…442443444…463

    In summary, here are 10 of our most popular unsupervised learning courses

    • Introdução às Simulações PhET para Educação STEM: University of Colorado Boulder
    • Comprehensive Guide to Server-Side Logic and Development: Board Infinity
    • JavaScript Fundamentals & The DOM: Packt
    • Análisis Exploratorio de Datos con Python: Coursera Project Network
    • .NET & .NET Core Mastery: Cross-Platform Development: Coursera Instructor Network
    • Lean Management: Just-In-Time Training and Certification: Packt
    • Azure SQL Data Warehouse Synapse Analytics Service: Packt
    • AZ-204 Developing Solutions for Microsoft Azure: Packt
    • Bootstrap 5 From Scratch - Build 5 Modern Websites: Packt
    • Advanced Kubernetes - Security, and Large-Scale Deployments: Packt

    Skills you can learn in Machine Learning

    Python Programming (33)
    Tensorflow (32)
    Deep Learning (30)
    Artificial Neural Network (24)
    Big Data (18)
    Statistical Classification (17)
    Reinforcement Learning (13)
    Algebra (10)
    Bayesian (10)
    Linear Algebra (10)
    Linear Regression (9)
    Numpy (9)

    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)
    • Generative AI
    • 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
    • ECTS Credit Recommendations

    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
    • Manage Cookie Preferences
    Learn Anywhere
    Download on the App Store
    Get it on Google Play
    Logo of Certified B Corporation
    © 2025 Coursera Inc. All rights reserved.
    • Coursera Facebook
    • Coursera Linkedin
    • Coursera Twitter
    • Coursera YouTube
    • Coursera Instagram
    • Coursera TikTok