• 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: Preview
      Preview
      D

      Deep Teaching Solutions

      Learning How to Learn: Powerful mental tools to help you master tough subjects

      Skills you'll gain: Creativity, Learning Strategies, Learning Theory, Willingness To Learn, Student Engagement, Time Management, Growth Mindedness, Productivity, Self-Discipline, Cognitive flexibility, Overcoming Obstacles, Stress Management, Adaptability

      4.8
      Rating, 4.8 out of 5 stars
      ·
      92K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      Status: AI skills
      AI skills
      I

      IBM

      IBM Data Engineering

      Skills you'll gain: NoSQL, Data Warehousing, IBM Cognos Analytics, Dashboard, Data Visualization, Apache Spark, Apache Hadoop, SQL, Linux Commands, Database Administration, Web Scraping, IBM DB2, Data Pipelines, MySQL, Extract, Transform, Load, Interviewing Skills, Generative AI, Python Programming, Data Science, Data Analysis

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      60K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      O

      O.P. Jindal Global University

      Unsupervised Learning and Its Applications in Marketing

      Skills you'll gain: Unsupervised Learning, Dimensionality Reduction, Anomaly Detection, Customer Analysis, Marketing Analytics, Marketing, Applied Machine Learning, Machine Learning Algorithms, Marketing Strategy and Techniques, Data Mining, Statistical Machine Learning, Supervised Learning, Python Programming, Artificial Neural Networks

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      AI and Machine Learning Algorithms and Techniques

      Skills you'll gain: Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Unsupervised Learning, Large Language Modeling, Deep Learning, Supervised Learning, Applied Machine Learning, Machine Learning, Reinforcement Learning, Artificial Neural Networks, Predictive Modeling, Feature Engineering, Dimensionality Reduction, Performance Metric

      4.6
      Rating, 4.6 out of 5 stars
      ·
      40 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Advanced Machine Learning on Google Cloud

      Skills you'll gain: MLOps (Machine Learning Operations), Natural Language Processing, Computer Vision, Google Cloud Platform, Large Language Modeling, Reinforcement Learning, Tensorflow, Image Analysis, Applied Machine Learning, Systems Architecture, Artificial Intelligence and Machine Learning (AI/ML), Systems Design, Cloud Computing Architecture, Software Architecture, Cloud API, Hybrid Cloud Computing, Machine Learning, Deep Learning, Machine Learning Algorithms, Performance Tuning

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

      Advanced · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      H

      HRCI

      Learning and Development

      Skills you'll gain: Training Programs, Training and Development, Compliance Training, Employee Training, Adult Education, Instructional Design, Developing Training Materials, Management Training And Development, Program Evaluation, Workforce Development, Needs Assessment, Succession Planning, Employee Coaching, Professional Development, Learning Styles

      4.8
      Rating, 4.8 out of 5 stars
      ·
      741 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      Imperial College London

      TensorFlow 2 for Deep Learning

      Skills you'll gain: Tensorflow, Keras (Neural Network Library), Generative AI, Deep Learning, Bayesian Statistics, Image Analysis, Statistical Modeling, Natural Language Processing, Data Pipelines, Data Validation, Predictive Modeling, Machine Learning Methods, Artificial Neural Networks, Machine Learning, Google Cloud Platform, Computer Vision, Probability Distribution, Probability & Statistics, Data Processing, Development Environment

      4.8
      Rating, 4.8 out of 5 stars
      ·
      713 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I
      U
      I

      Multiple educators

      Data Science Foundations

      Skills you'll gain: Pseudocode, Data Literacy, Algorithms, Dashboard, Data Mining, Jupyter, Correlation Analysis, Pandas (Python Package), Plot (Graphics), Web Scraping, Data Analysis Software, Data Visualization Software, Data Analysis, Data Science, Data Collection, Object Oriented Programming (OOP), Machine Learning Algorithms, Unsupervised Learning, Machine Learning, Project Management

      4.6
      Rating, 4.6 out of 5 stars
      ·
      114K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      P

      Peking University

      Chinese for Beginners

      Skills you'll gain: Language Learning, Language Competency, Oral Expression, Communication, Vocabulary, Oral Comprehension, Grammar

      4.8
      Rating, 4.8 out of 5 stars
      ·
      20K reviews

      Mixed · Course · 1 - 3 Months

    • D

      DeepLearning.AI

      Machine Learning in Production

      Skills you'll gain: MLOps (Machine Learning Operations), Application Deployment, Continuous Deployment, Data Processing, Systems Design, Machine Learning, Unstructured Data, Data Quality, Applied Machine Learning, Data Validation, Predictive Modeling, Feature Engineering, System Monitoring

      4.8
      Rating, 4.8 out of 5 stars
      ·
      3.3K reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      IBM Generative AI Engineering

      Skills you'll gain: Prompt Engineering, Generative AI, Large Language Modeling, Unsupervised Learning, Data Wrangling, Flask (Web Framework), Keras (Neural Network Library), Supervised Learning, Generative AI Agents, Predictive Modeling, Applied Machine Learning, Web Applications, PyTorch (Machine Learning Library), Deep Learning, Exploratory Data Analysis, Web Development, Data Manipulation, Natural Language Processing, Unit Testing, Web Scraping

      4.6
      Rating, 4.6 out of 5 stars
      ·
      90K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      Status: AI skills
      AI skills
      I

      IBM

      IBM Data Analyst

      Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization, Data Wrangling, SQL, Extract, Transform, Load, Pivot Tables And Charts, Matplotlib, Exploratory Data Analysis, Predictive Modeling, Relational Databases, Data Analysis, Data Cleansing, Data Ethics, Dashboard, IBM Cognos Analytics, Microsoft Excel, Web Scraping, Interviewing Skills, Python Programming

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      94K reviews

      Beginner · Professional Certificate · 3 - 6 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…567…437

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

    • Learning How to Learn: Powerful mental tools to help you master tough subjects: Deep Teaching Solutions
    • IBM Data Engineering: IBM
    • Unsupervised Learning and Its Applications in Marketing: O.P. Jindal Global University
    • AI and Machine Learning Algorithms and Techniques: Microsoft
    • Advanced Machine Learning on Google Cloud: Google Cloud
    • Learning and Development: HRCI
    • TensorFlow 2 for Deep Learning: Imperial College London
    • Data Science Foundations: IBM
    • Chinese for Beginners: Peking University
    • Machine Learning in Production: 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