• 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
     *

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the Unsupervised Learning Course Catalog

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Introduction to Generative AI

      Skills you'll gain: Prompt Engineering, Generative AI, ChatGPT, OpenAI, Large Language Modeling, Artificial Intelligence, Data Ethics, Natural Language Processing, GitHub, Application Programming Interface (API)

      4.5
      Rating, 4.5 out of 5 stars
      ·
      125 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      A

      Arizona State University

      Python: A Guided Journey from Introduction to Application

      Skills you'll gain: Supervised Learning, Unsupervised Learning, Matplotlib, Generative AI, NumPy, Object Oriented Programming (OOP), Deep Learning, Image Analysis, Plot (Graphics), Machine Learning Algorithms, Object Oriented Design, Integrated Development Environments, Pandas (Python Package), Development Environment, Data Structures, Event-Driven Programming, Python Programming, Programming Principles, Scripting, User Interface (UI)

      3.9
      Rating, 3.9 out of 5 stars
      ·
      55 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      M

      Meta

      Back-End Developer Capstone

      Skills you'll gain: Back-End Web Development, Django (Web Framework), Git (Version Control System), Full-Stack Web Development, Server Side, API Design, Application Development, Restful API, Unit Testing, MySQL, User Accounts, Software Testing, Web Applications, Databases

      4.6
      Rating, 4.6 out of 5 stars
      ·
      162 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      M

      Meta

      Data Analytics Methods for Marketing

      Skills you'll gain: Marketing Analytics, Marketing Effectiveness, A/B Testing, Target Audience, Marketing Strategies, Marketing, Marketing Planning, Sales Pipelines, Customer Analysis, Marketing Channel, Advertising Campaigns, Regression Analysis, Forecasting, Unsupervised Learning, Key Performance Indicators (KPIs), Return On Investment

      4.7
      Rating, 4.7 out of 5 stars
      ·
      266 reviews

      Beginner · Course · 1 - 4 Weeks

    • G

      Google Cloud

      Generative AI for Healthcare

      Skills you'll gain: Large Language Modeling, Prompt Engineering, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Google Cloud Platform, Artificial Intelligence, Supervised Learning, Machine Learning, Health Technology, Health Informatics, Deep Learning

      4.2
      Rating, 4.2 out of 5 stars
      ·
      41 reviews

      Intermediate · Course · 1 - 3 Months

    • I

      Illinois Tech

      A Comprehensive Excel Masterclass

      Skills you'll gain: Dashboard, Microsoft Excel, Data Visualization, Productivity Software, Business Intelligence, Excel Formulas, Spreadsheet Software, Financial Analysis, Google Sheets, Finance, Capital Budgeting, Financial Modeling, Data-Driven Decision-Making, Data Analysis Software, Loans, Cash Flows, Timelines

      Build toward a degree

      4.8
      Rating, 4.8 out of 5 stars
      ·
      61 reviews

      Intermediate · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Create Interactive Dashboards with Streamlit and Python

      Skills you'll gain: Plotly, Dashboard, Pandas (Python Package), Data Manipulation, Interactive Data Visualization, Data Visualization Software, Data Visualization, Web Applications, Data Analysis, Python Programming

      4.7
      Rating, 4.7 out of 5 stars
      ·
      395 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of California San Diego

      Number Theory and Cryptography

      Skills you'll gain: Cryptography, Key Management, Encryption, Public Key Cryptography Standards (PKCS), Cybersecurity, Arithmetic, Algorithms, Theoretical Computer Science, Computational Thinking, Algebra, Applied Mathematics, Python Programming

      4.5
      Rating, 4.5 out of 5 stars
      ·
      607 reviews

      Beginner · Course · 1 - 4 Weeks

    • C

      Coursera

      Navigating Generative AI: A CEO Playbook

      Skills you'll gain: Generative AI, Organizational Change, Business Leadership, Business Transformation, Digital Transformation, Google Cloud Platform, Data Ethics, Organizational Strategy, Business Strategy, Change Management, Prompt Engineering, Business Ethics, Employee Training, Risk Management, Customer experience improvement

      4.7
      Rating, 4.7 out of 5 stars
      ·
      89 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Writing and Editing: Drafting

      Skills you'll gain: Editing, Writing, Planning, Brainstorming, Time Management, Overcoming Obstacles, Productivity, Creativity, Growth Mindedness, Learning Strategies

      4.8
      Rating, 4.8 out of 5 stars
      ·
      360 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Data Pipelines with TensorFlow Data Services

      Skills you'll gain: Extract, Transform, Load, Data Pipelines, Data Import/Export, Tensorflow, Data Processing, MLOps (Machine Learning Operations), Feature Engineering, Data Transformation, Data Sharing, Data Management, Data Validation, Performance Tuning

      4.5
      Rating, 4.5 out of 5 stars
      ·
      533 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      B

      Berklee

      Creativity And Entrepreneurship

      Skills you'll gain: Entrepreneurship, Team Building, Design Thinking, Creativity, Ideation, Innovation, Creative Problem-Solving, Creative Thinking, Product Development, Branding, Collaboration, Relationship Building, Professional Networking, Brainstorming, Strategic Thinking, Brand Awareness, Adaptability, Empathy

      4.7
      Rating, 4.7 out of 5 stars
      ·
      351 reviews

      Beginner · 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…120121122…408

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

    • Introduction to Generative AI: Duke University
    • Python: A Guided Journey from Introduction to Application: Arizona State University
    • Back-End Developer Capstone : Meta
    • Data Analytics Methods for Marketing: Meta
    • Generative AI for Healthcare: Google Cloud
    • A Comprehensive Excel Masterclass: Illinois Tech
    • Create Interactive Dashboards with Streamlit and Python: Coursera Project Network
    • Number Theory and Cryptography: University of California San Diego
    • Navigating Generative AI: A CEO Playbook: Coursera
    • Writing and Editing: Drafting: 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
    • 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