• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • 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: New
      New
      Status: Free Trial
      Free Trial
      C

      Coursera Instructor Network

      GenAI for Onboarding: Automating Employee Journeys

      Skills you'll gain: Responsible AI, Data Ethics, AI Personalization, Automation, Employee Onboarding, Human Resource Strategy, Human Resources, Generative AI Agents, User Feedback, Document Management, ChatGPT, Employee Engagement, Data Analysis

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      P

      Packt

      The Oracle Database Performance Tuning Course

      Skills you'll gain: Linux Administration, Event Monitoring, Linux Commands, Maintainability, Performance Testing, Data Storage Technologies, Scenario Testing, OS Process Management, Data Storage, Simulations

      Intermediate · Specialization · 3 - 6 Months

    • P

      Packt

      Getting Started with Scrum

      Skills you'll gain: Sprint Retrospectives, Backlogs, Agile Methodology, Agile Product Development, Continuous Improvement Process, Team Management, Meeting Facilitation, Prioritization, Cross-Functional Collaboration

      Beginner · Course · 1 - 3 Months

    • P

      Packt

      Cisco CCT Routing and Switching (100-490)

      Skills you'll gain: Network Troubleshooting, General Networking, OSI Models, Network Protocols, Networking Hardware, TCP/IP, Microsoft Windows, Network Routers, Network Switches, Network Architecture, Network Administration, Computer Networking, System Configuration, Command-Line Interface, iOS Development, Operating Systems, Software Installation

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      U

      University of Leeds

      Working with Integrated Development Environments

      Skills you'll gain: Integrated Development Environments, Debugging, Microsoft Visual Studio, Unit Testing, Software Development Tools, Computer Programming Tools, Development Environment, Version Control

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      P

      Packt

      The Ultimate Hands-On Hadoop

      Skills you'll gain: Apache Spark, Apache Hadoop, Real Time Data, Apache Hive, Apache Kafka, Big Data, Distributed Computing, Data Processing, Databases, MongoDB, NoSQL, System Design and Implementation, SQL, Scalability

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      C

      Cisco Learning and Certifications

      Managing Network Traffic with QoS

      Skills you'll gain: Network Performance Management, Wide Area Networks, TCP/IP, Network Routing, Network Monitoring, Performance Tuning, Network Administration, Network Infrastructure, Network Protocols, Telecommunications, Service Level, System Configuration

      Beginner · Course · 1 - 3 Months

    • P

      Packt

      Cisco CCNP Enterprise ENARSI (300-410)

      Skills you'll gain: Routing Protocols, Virtual Private Networks (VPN), Network Troubleshooting, Open Shortest Path First (OSPF), Network Engineering, Network Routing, Border Gateway Protocol, TCP/IP, Network Infrastructure, Multiprotocol Label Switching, Network Administration, Wide Area Networks, Network Security, Network Monitoring, Firewall, Network Performance Management, Dynamic Host Configuration Protocol (DHCP), Authentications, Authorization (Computing)

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      G

      Google Cloud

      Encoder-Decoder Architecture - בעברית

      Skills you'll gain: Keras (Neural Network Library), Tensorflow, Generative AI, Machine Learning Methods, Applied Machine Learning, Deep Learning, Artificial Neural Networks, Natural Language Processing

      Advanced · Course · 1 - 4 Weeks

    • G

      Google Cloud

      Implementing Canary Releases of TensorFlow Model Deployments with Kubernetes and Anthos Service Mesh

      Skills you'll gain: Cloud Computing, Istio, Tensorflow, Google Cloud Platform, MLOps (Machine Learning Operations), Kubernetes, Application Deployment, Continuous Deployment, Microservices, Load Balancing

      Intermediate · Project · Less Than 2 Hours

    • Status: New
      New
      Status: Free Trial
      Free Trial
      B

      Board Infinity

      Advanced CSS Techniques & Responsive Design

      Skills you'll gain: Cascading Style Sheets (CSS), HTML and CSS, Hypertext Markup Language (HTML), Responsive Web Design, Bootstrap (Front-End Framework), Web Design, Web Design and Development, Front-End Web Development, User Interface and User Experience (UI/UX) Design, UI Components, Typography

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      E

      Edureka

      Testing and Deploying Angular Applications

      Skills you'll gain: Version Control, Git (Version Control System), Angular, CI/CD, Application Deployment, Continuous Deployment, Unit Testing, Application Performance Management, Continuous Integration, Maintainability, Application Lifecycle Management, Test Tools, Test Automation, Software Testing, Test Case, Development Testing, Regression Testing

      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…434435436…466

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

    • GenAI for Onboarding: Automating Employee Journeys: Coursera Instructor Network
    • The Oracle Database Performance Tuning Course: Packt
    • Getting Started with Scrum: Packt
    • Cisco CCT Routing and Switching (100-490): Packt
    • Working with Integrated Development Environments: University of Leeds
    • The Ultimate Hands-On Hadoop: Packt
    • Managing Network Traffic with QoS: Cisco Learning and Certifications
    • Cisco CCNP Enterprise ENARSI (300-410): Packt
    • Encoder-Decoder Architecture - בעברית: Google Cloud
    • Implementing Canary Releases of TensorFlow Model Deployments with Kubernetes and Anthos Service Mesh: Google Cloud

    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)
    • 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
    • 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