• 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
      B

      Board Infinity

      Teradata Fundamentals

      Skills you'll gain: Teradata SQL, Data Storage, Relational Databases, Database Management Systems, Database Architecture and Administration, Performance Tuning, Data Warehousing, Data Integrity, Data Management, SQL, Mainframe Computing, Data Processing, Scalability

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      G

      Google Cloud

      Attention Mechanism - בעברית

      Skills you'll gain: Machine Learning Methods, Deep Learning, Applied Machine Learning, Artificial Neural Networks, Text Mining, Natural Language Processing

      Intermediate · Course · 1 - 4 Weeks

    • G

      Google Cloud

      Deploy and Test a Visual Inspection AI Component Anomaly Detection Solution

      Skills you'll gain: Application Deployment, Image Analysis, Google Cloud Platform, Computer Vision, Anomaly Detection, MLOps (Machine Learning Operations), Predictive Modeling

      Beginner · Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      P

      Packt

      Securing Hosts, Network, and Edge in AWS

      Skills you'll gain: Amazon Web Services, Distributed Denial-Of-Service (DDoS) Attacks, Infrastructure Security, Cloud Security, Network Security, AWS Identity and Access Management (IAM), Application Security, Firewall, Amazon Elastic Compute Cloud, Endpoint Security, Vulnerability Management, Amazon CloudWatch

      Intermediate · Course · 1 - 4 Weeks

    • P

      Packt

      Linux Shell Scripting - Advanced

      Skills you'll gain: Bash (Scripting Language), Shell Script, Unix Shell, Scripting, Scripting Languages, Linux Commands, Unix Commands, Linux, Command-Line Interface, Unix, User Interface (UI), Graphical Tools

      Advanced · Course · 1 - 3 Months

    • Status: New
      New
      Status: Preview
      Preview
      C

      Coursera Instructor Network

      GenAI for Call Centers: AI-Driven Customer Success

      Skills you'll gain: AI Personalization, Customer Insights, ChatGPT, Generative AI, Prompt Engineering, Customer experience improvement, Customer Engagement, LLM Application, Customer Service, Workflow Management, Self Service Technologies, Operational Efficiency, Artificial Intelligence, Automation, Analysis

      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

    • P

      Packt

      Risk Management for Cybersecurity and IT Managers

      Skills you'll gain: Risk Management, Cyber Risk, Threat Management, Security Management, Vulnerability Management, Business Risk Management, Enterprise Risk Management (ERM), IT Management, Risk Mitigation, Cybersecurity, Cyber Security Strategy, Vulnerability Assessments, Compliance Management, Information Technology

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      G

      Google Cloud

      IA generativa: descubre los conceptos fundamentales

      Skills you'll gain: Generative AI, Large Language Modeling, Google Cloud Platform, Responsible AI, Unstructured Data, Artificial Intelligence and Machine Learning (AI/ML), Data-Driven Decision-Making, Business Solutions, Data Access, Data Quality

      Beginner · Course · 1 - 4 Weeks

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

      Packt

      Modern HTML & CSS From The Beginning 2.0

      Skills you'll gain: HTML and CSS, Cascading Style Sheets (CSS), Web Design, Hypertext Markup Language (HTML), Web Design and Development, Git (Version Control System), Front-End Web Development, Browser Compatibility, Mobile Development, Javascript, Animations, User Interface (UI), Web Development Tools, Web Content Accessibility Guidelines, Typography, Semantic Web, GitHub, Version Control, Application Deployment, Development Environment

      Beginner · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      G

      Google Cloud

      ML Pipelines on Google Cloud - 日本語版

      Skills you'll gain: Google Cloud Platform, MLOps (Machine Learning Operations), CI/CD, Tensorflow, Apache Airflow, Data Pipelines, Kubernetes, Metadata Management, PyTorch (Machine Learning Library), Containerization

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      B

      Board Infinity

      Teradata SQL and Data Management

      Skills you'll gain: Data Dictionary, Transaction Processing, SQL, Database Management, Metadata Management, Query Languages, Relational Databases, Data Integrity, Performance Tuning, Data Security, Data Management, Data Manipulation, Identity and Access Management

      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…436437438…465

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

    • Teradata Fundamentals: Board Infinity
    • Attention Mechanism - בעברית: Google Cloud
    • Deploy and Test a Visual Inspection AI Component Anomaly Detection Solution: Google Cloud
    • Securing Hosts, Network, and Edge in AWS: Packt
    • Linux Shell Scripting - Advanced: Packt
    • GenAI for Call Centers: AI-Driven Customer Success: Coursera Instructor Network
    • The Ultimate Hands-On Hadoop: Packt
    • Risk Management for Cybersecurity and IT Managers: Packt
    • IA generativa: descubre los conceptos fundamentales: Google Cloud
    • Modern HTML & CSS From The Beginning 2.0: 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