• 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 Maryland, College Park

      Leading with Power Skills: Building Self-Awareness in Teams

      Skills you'll gain: Self-Awareness, Personal Development, Professional Development, Goal Setting, Leadership Development, Emotional Intelligence, Leadership and Management, Leadership, Decision Making, Adaptability, Dealing With Ambiguity

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      C

      Codio

      Intro to Managing Resources Using Infrastructure-as-Code

      Skills you'll gain: Infrastructure as Code (IaC), Docker (Software), Kubernetes, Terraform, Ansible, Cloud Infrastructure, Containerization, Cloud Management, Devops Tools, Cloud Computing Architecture, Systems Development, Firewall, Security Controls, IT Automation, Bash (Scripting Language)

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      S

      Scrimba

      Build a Mobile App with Firebase

      Skills you'll gain: Web Applications, Debugging, HTML and CSS, Web Development, Cascading Style Sheets (CSS), Mobile Development, Database Application, Hypertext Markup Language (HTML), Responsive Web Design, Real Time Data, User Interface (UI), Javascript, Data Management

      Intermediate · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Bases de Datos SQL en Azure

      Skills you'll gain: Azure Synapse Analytics, Microsoft Azure, Microsoft SQL Servers, SQL, Database Management, Databases, Data Integration, Managed Services, Data Migration, Cloud Services

      4.4
      Rating, 4.4 out of 5 stars
      ·
      7 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • P

      Packt

      Managing Conflict

      Skills you'll gain: Conflict Management, Active Listening, Mediation, Teamwork, Collaboration, De-escalation Techniques, Negotiation, Interpersonal Communications, Emotional Intelligence, Empathy, Accountability

      4.7
      Rating, 4.7 out of 5 stars
      ·
      7 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      C

      Coursera Instructor Network

      Generative AI for Code Completion

      Skills you'll gain: Large Language Modeling, Microsoft Copilot, Generative AI, Software Development Tools, ChatGPT, Prompt Engineering, Computer Programming Tools, Artificial Intelligence, Application Development, GitHub

      4.7
      Rating, 4.7 out of 5 stars
      ·
      6 reviews

      Intermediate · Course · 1 - 4 Weeks

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

      Board Infinity

      Logical & Analytical Reasoning — Exam & Recruitment Prep

      Skills you'll gain: Logical Reasoning, Deductive Reasoning, Analytical Skills, Critical Thinking, Problem Solving, Complex Problem Solving, Applied Mathematics, Computational Logic, Cognitive flexibility, Decision Making, Arithmetic

      Beginner · Course · 1 - 3 Months

    • D

      Duke University

      MySQL-for-Data-Engineering

      Skills you'll gain: MySQL, Bash (Scripting Language), Scripting, Database Management, Relational Databases, Command-Line Interface, SQL, Databases, Data Import/Export, Database Application, Data Pipelines, Data Manipulation, Python Programming, Linux

      4.2
      Rating, 4.2 out of 5 stars
      ·
      12 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      S

      Salesforce

      Operaciones de ventas de Salesforce

      Skills you'll gain: Sales Pipelines, Sales Process, Customer Relationship Management, Salesforce, Customer Success Management, Sales Development, Customer Relationship Management (CRM) Software, Sales Support, Sales Operations, Sales Management, Campaign Management, Lead Generation, Data Visualization, Closing (Sales), Order Management, Product Knowledge, B2B Sales, Customer Support, Sales, Management Reporting

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      How Science Turns Data Into Knowledge

      Skills you'll gain: Data Literacy, Statistical Hypothesis Testing, Scientific Methods, Data Analysis, Experimentation, Research Design, Research, Peer Review, Probability & Statistics, Statistical Inference, Statistical Methods, Media and Communications

      4.5
      Rating, 4.5 out of 5 stars
      ·
      13 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      J

      Johns Hopkins University

      Documentation and Usability for Cancer Informatics

      Skills you'll gain: Usability, User Centered Design, Usability Testing, Technical Documentation, Bioinformatics, End User Training and Support, Technical Writing, Product Development, Writing

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      G

      Google Cloud

      ML Pipelines on Google Cloud - 日本語版

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

      Advanced · Course · 1 - 3 Months

    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…385386387…456

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

    • Leading with Power Skills: Building Self-Awareness in Teams: University of Maryland, College Park
    • Intro to Managing Resources Using Infrastructure-as-Code: Codio
    • Build a Mobile App with Firebase: Scrimba
    • Bases de Datos SQL en Azure: Coursera Project Network
    • Managing Conflict: Packt
    • Generative AI for Code Completion : Coursera Instructor Network
    • Logical & Analytical Reasoning — Exam & Recruitment Prep: Board Infinity
    • MySQL-for-Data-Engineering: Duke University
    • Operaciones de ventas de Salesforce: Salesforce
    • How Science Turns Data Into Knowledge: University of Michigan

    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

    Technical Skills

    • ChatGPT
    • Coding
    • Computer Science
    • Cybersecurity
    • DevOps
    • Ethical Hacking
    • Generative AI
    • Java Programming
    • Python
    • Web Development

    Analytical Skills

    • Artificial Intelligence
    • Big Data
    • Business Analysis
    • Data Analytics
    • Data Science
    • Financial Modeling
    • Machine Learning
    • Microsoft Excel
    • Microsoft Power BI
    • SQL

    Business Skills

    • Accounting
    • Digital Marketing
    • E-commerce
    • Finance
    • Google
    • Graphic Design
    • IBM
    • Marketing
    • Project Management
    • Social Media Marketing

    Career Resources

    • Essential IT Certifications
    • High-Income Skills to Learn
    • How to Get a PMP Certification
    • How to Learn Artificial Intelligence
    • Popular Cybersecurity Certifications
    • Popular Data Analytics Certifications
    • What Does a Data Analyst Do?
    • Career Development Resources
    • Career Aptitude Test
    • 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
    • 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
    • Do Not Sell/Share
    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