• 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: New
      New
      Status: Free Trial
      Free Trial
      S

      Simplilearn

      Introduction Course to Autoencoders, VAEs, and GANs

      Skills you'll gain: Generative AI, Deep Learning, Tensorflow, Image Analysis, Artificial Neural Networks, Applied Machine Learning, Unsupervised Learning, Dimensionality Reduction, Data Synthesis

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      U

      University of Pittsburgh

      Clinical Terminology for International and U.S. Students

      Skills you'll gain: Laboratory Testing, Medical Terminology, Intravenous Therapy, Clinical Experience, Patient Safety, Medication Administration, Clinical Nursing, Emergency and Intensive Care, Medical Records, Hospital Medicine, Medical Prescription, Vital Signs, Chronic Diseases, English Language

      4.8
      Rating, 4.8 out of 5 stars
      ·
      3.2K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      D

      Duke University

      Dog Emotion and Cognition

      Skills you'll gain: Scientific Methods, Training Programs, Psychology, Experimentation, Learning Theory, Anthropology, Research, Behavior Management, Cultural Diversity, Biology

      4.7
      Rating, 4.7 out of 5 stars
      ·
      4.7K reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Natural Language Processing in TensorFlow

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

      4.6
      Rating, 4.6 out of 5 stars
      ·
      6.5K reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado System

      School Health for Children and Adolescents

      Skills you'll gain: Autism Spectrum Disorders, Special Education, Individualized Education Programs (IEP), Nutrition Education, Community Health, Chronic Diseases, Student Support and Services, Positive Behavior Support, Public Health, Public Health and Disease Prevention, Nutrition and Diet, Mental and Behavioral Health, Behavior Management, Disabilities, Health Care Procedure and Regulation, Medical Support, Medical Emergency, School Psychology, Working With Children, Behavioral Health

      4.8
      Rating, 4.8 out of 5 stars
      ·
      3.4K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      U

      Universitat Autònoma de Barcelona

      Corrección, estilo y variaciones de la lengua española

      Skills you'll gain: Language Competency, Spanish Language, Language Interpretation, Translation, and Studies, Vocabulary, Grammar, Proofreading, Writing and Editing, Style Guides

      4.6
      Rating, 4.6 out of 5 stars
      ·
      1.6K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      K

      Knowledge Accelerators

      From Excel to Power BI

      Skills you'll gain: Power BI, Data Presentation, Dashboard, Data Visualization, Interactive Data Visualization, Data Analysis Expressions (DAX), Microsoft Power Platform, Data Visualization Software, Business Intelligence, Microsoft Excel, Data Import/Export, Data Modeling, Data Transformation, Data Sharing, Business Analytics, Data Analysis, Data-Driven Decision-Making

      4.5
      Rating, 4.5 out of 5 stars
      ·
      1.5K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Introduction to Logic and Critical Thinking

      Skills you'll gain: Deductive Reasoning, Critical Thinking, Logical Reasoning, Computational Logic, Probability, Bayesian Statistics, Analytical Skills, Analysis, Decision Making, Research, Persuasive Communication, Statistical Inference, Complex Problem Solving, Oral Expression, Theoretical Computer Science, Communication, Appeals, Discussion Facilitation, Learning Strategies, Business Communication

      4.6
      Rating, 4.6 out of 5 stars
      ·
      3.6K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      W

      Whizlabs

      Azure ML: Explore & Configure the Machine Learning Workspace

      Skills you'll gain: Statistical Modeling, Predictive Modeling, Microsoft Azure, Data Science, Machine Learning, Azure Synapse Analytics, Apache Spark, MLOps (Machine Learning Operations), Computing Platforms, Data Management, Virtual Machines

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Sequences, Time Series and Prediction

      Skills you'll gain: Tensorflow, Time Series Analysis and Forecasting, Forecasting, Deep Learning, Applied Machine Learning, Predictive Analytics, Artificial Neural Networks, Predictive Modeling, Data Processing, Machine Learning

      4.7
      Rating, 4.7 out of 5 stars
      ·
      5.1K reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      U

      University of Michigan

      Applied Information Extraction in Python

      Skills you'll gain: Python Programming, Machine Learning Methods, Data Pipelines, Data Manipulation, Machine Learning Algorithms

      Advanced · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      W

      Whizlabs

      Azure ML: Designing and Preparing Machine Learning Solutions

      Skills you'll gain: Data Integration, Data Pipelines, Continuous Monitoring

      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…282930…435

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

    • Introduction Course to Autoencoders, VAEs, and GANs: Simplilearn
    • Clinical Terminology for International and U.S. Students: University of Pittsburgh
    • Dog Emotion and Cognition: Duke University
    • Natural Language Processing in TensorFlow: DeepLearning.AI
    • School Health for Children and Adolescents: University of Colorado System
    • Corrección, estilo y variaciones de la lengua española: Universitat Autònoma de Barcelona
    • From Excel to Power BI: Knowledge Accelerators
    • Introduction to Logic and Critical Thinking: Duke University
    • Azure ML: Explore & Configure the Machine Learning Workspace: Whizlabs
    • Sequences, Time Series and Prediction: DeepLearning.AI

    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