• 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
      L

      LearnQuest

      Neural Networks and Random Forests

      Skills you'll gain: Random Forest Algorithm, Keras (Neural Network Library), Classification And Regression Tree (CART), Tensorflow, Deep Learning, Artificial Neural Networks, Predictive Modeling, Scikit Learn (Machine Learning Library), Supervised Learning, Machine Learning Algorithms, Regression Analysis, Machine Learning, Python Programming, Network Architecture

      2.9
      Rating, 2.9 out of 5 stars
      ·
      13 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      Deep Teaching Solutions

      Uncommon Sense Teaching: Teaching Online

      Skills you'll gain: Student Engagement, Instructional Strategies, Learning Theory, Education Software and Technology, Discussion Facilitation, Learning Management Systems, Innovation, Digital Communications

      5
      Rating, 5 out of 5 stars
      ·
      61 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Python Programming Fundamentals

      Skills you'll gain: Computational Thinking, Debugging, Algorithms, Program Development, Integrated Development Environments, Software Testing, Programming Principles, Development Environment, Data Manipulation, Python Programming, Microsoft Development Tools, Software Development, Data Analysis, Computer Programming

      3.9
      Rating, 3.9 out of 5 stars
      ·
      54 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Microsoft Azure Cosmos DB

      Skills you'll gain: Microsoft Azure, NoSQL, Database Administration, Data Store, Database Systems, Cloud Storage, Database Theory, Data Storage, Cloud Services, Data Storage Technologies, Data Security, Query Languages, Application Programming Interface (API)

      4.4
      Rating, 4.4 out of 5 stars
      ·
      98 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Microsoft Azure Cybersecurity Tools and Solutions

      Skills you'll gain: Vulnerability Management, Azure Active Directory, Cloud Security, Distributed Denial-Of-Service (DDoS) Attacks, Penetration Testing, Generative AI, Vulnerability Assessments, Intrusion Detection and Prevention, Security Testing, Single Sign-On (SSO), Microsoft Azure, Cyber Security Policies, Security Management, Network Security, Identity and Access Management, Data Management, Authentications, System Monitoring, Data Ethics, Cybersecurity

      4.7
      Rating, 4.7 out of 5 stars
      ·
      31 reviews

      Beginner · Specialization · 3 - 6 Months

    • B

      Berklee

      FL Studio Basics

      Skills you'll gain: Music, Media Production, Automation, Editing, Multimedia, Creativity

      4.5
      Rating, 4.5 out of 5 stars
      ·
      15 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      I

      Illinois Tech

      Introduction to Data Science Techniques

      Skills you'll gain: Time Series Analysis and Forecasting, Statistical Analysis, Machine Learning Algorithms, Data Analysis, Data Visualization, Exploratory Data Analysis, Data Presentation, Data Science, Statistical Programming, Statistical Machine Learning, Statistical Reporting, Statistical Methods, Data Cleansing, Forecasting, Applied Machine Learning, Analytics, R Programming, Machine Learning, Regression Analysis, Statistical Modeling

      Build toward a degree

      4.3
      Rating, 4.3 out of 5 stars
      ·
      15 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      E

      EDUCBA

      Embedded Systems using C

      Skills you'll gain: C (Programming Language), Embedded Systems, Embedded Software, Debugging, System Programming, Microarchitecture, Computer Architecture, Data Structures, Computer Hardware, Peripheral Devices

      3.9
      Rating, 3.9 out of 5 stars
      ·
      74 reviews

      Beginner · Course · 1 - 4 Weeks

    • C

      Case Western Reserve University

      Inspirar el liderazgo a través de la inteligencia emocional

      Skills you'll gain: Emotional Intelligence, Organizational Leadership, Compassion, Leadership, Growth Mindedness, Organizational Change, Personal Development, Empathy, Self-Awareness, Learning Theory, Stress Management, Relationship Building, Coaching, Mindfulness

      4.6
      Rating, 4.6 out of 5 stars
      ·
      124 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      L

      LearnKartS

      Project Management Knowledge Areas

      Skills you'll gain: Cost Management, Scope Management, Project Management, Project Schedules, Project Management Institute (PMI) Methodology, Stakeholder Management, Cost Estimation, Project Scoping, Project Risk Management, Project Coordination, Resource Management, Communication Planning, Vendor Management, Procurement, Stakeholder Communications, Scheduling, Quality Management

      4.4
      Rating, 4.4 out of 5 stars
      ·
      54 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      SEL for Students: A Path to Social Emotional Well-Being

      Skills you'll gain: Program Evaluation, School Psychology, Childhood Education and Development, Higher Education, Education and Training, Child Development, Goal Setting, Curriculum Development, Emotional Intelligence, Research

      4.8
      Rating, 4.8 out of 5 stars
      ·
      308 reviews

      Advanced · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Python for Data Analytics

      Skills you'll gain: Pandas (Python Package), Time Series Analysis and Forecasting, Matplotlib, Data Visualization Software, Statistical Inference, Statistical Analysis, Seaborn, Data Analysis, Exploratory Data Analysis, Descriptive Statistics, NumPy, Data Manipulation, Programming Principles, Python Programming, Regression Analysis, Forecasting

      4.4
      Rating, 4.4 out of 5 stars
      ·
      7 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…126127128…409

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

    • Neural Networks and Random Forests: LearnQuest
    • Uncommon Sense Teaching: Teaching Online: Deep Teaching Solutions
    • Python Programming Fundamentals: Duke University
    • Microsoft Azure Cosmos DB: Microsoft
    • Microsoft Azure Cybersecurity Tools and Solutions: Microsoft
    • FL Studio Basics: Berklee
    • Introduction to Data Science Techniques: Illinois Tech
    • Embedded Systems using C: EDUCBA
    • Inspirar el liderazgo a través de la inteligencia emocional: Case Western Reserve University
    • Project Management Knowledge Areas: LearnKartS

    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