• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • Unsupervised Learning

Unsupervised Learning Courses

Unsupervised learning courses can help you learn clustering techniques, dimensionality reduction, and anomaly detection. You can build skills in data preprocessing, feature extraction, and interpreting complex datasets. Many courses introduce tools like Python libraries such as Scikit-learn and TensorFlow, that support implementing these methods in projects. You'll also explore practical applications in areas like customer segmentation, image processing, and recommendation systems, enhancing your ability to derive insights from unlabelled data.

Popular Unsupervised Learning Courses and Certifications


  • P

    Packt

    Optimizing and Extending Unity UI Systems

    Skills you'll gain: Unity Engine, UI Components, User Interface (UI), Video Game Development, Scalability, User Interface (UI) Design, Game Design, UI/UX Strategy, User Interface and User Experience (UI/UX) Design, C# (Programming Language), Frontend Performance, Human Computer Interaction, Performance Tuning, Performance Testing, Cross Platform Development, Design and Product, Event-Driven Programming, Scripting, Software Development Tools, Debugging

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • G

    Google Cloud

    Cloud Run으로 AI 모델 배포 및 확장하기

    Skills you'll gain: Cloud Deployment, Google Cloud Platform, Serverless Computing, Model Deployment, Generative AI, Cloud Applications, AI Integrations, Model Optimization, Applied Machine Learning, Containerization, Machine Learning Methods, Scalability

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • C

    Coursera

    Run Campaign Projects

    Skills you'll gain: Microsoft Outlook, Campaign Management, Process Improvement, Sprint Retrospectives, Email Marketing, Campaign Planning, Continuous Improvement Process, Project Management, Milestones (Project Management), Marketing Strategies, Knowledge Transfer, Discussion Facilitation

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • P

    Packt

    Applied Fundamentals: Hangman

    Skills you'll gain: Video Game Development, Game Design, Project Planning, User Interface (UI) Design, Program Development, User Interface (UI), Python Programming, Development Environment, Programming Principles, Maintainability, Computer Programming

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
  • G

    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency - Polski

    Skills you'll gain: AI literacy, Responsible AI, Artificial Intelligence, Data Ethics, Model Evaluation, Software Development Tools, Machine Learning Methods, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Responsible AI for Developers: Fairness & Bias - Indonesian

    Skills you'll gain: Responsible AI, Data Ethics, AI Product Strategy, Artificial Intelligence, AI literacy, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Model Evaluation

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Google Cloud 에서 스트리밍 데이터 파이프라인 빌드하기

    Skills you'll gain: Dataflow, Data Pipelines, Apache Kafka, Real Time Data, Extract, Transform, Load, Google Cloud Platform, Cloud Services, Data Integration, Data Processing, Big Data, Data Transformation, Artificial Intelligence and Machine Learning (AI/ML)

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Work with Gemini Models in BigQuery - 한국어

    Skills you'll gain: Gemini, Google Gemini, Generative AI, Customer Relationship Management, Customer Relationship Management (CRM) Software, Google Cloud Platform, Jupyter, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), SQL

    Intermediate · Course · 1 - 4 Weeks

  • P

    PracticalGrowth

    Keeping Great People: A Team Leader’s Retention Playbook

    Skills you'll gain: Succession Planning, Employee Retention, Recognizing Others, Talent Management, Team Performance Management, Team Management, Employee Engagement, People Development, Team Leadership, People Management, Driving engagement, Workforce Planning, Professional Development, Workforce Management, Employee Coaching, Employee Surveys, Telecommuting, Interviewing Skills, Capacity Management, Process Improvement

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • C

    Coursera

    Model Data in Weaviate

    Skills you'll gain: Quantitative Research, Model Optimization, Prompt Engineering, Retrieval-Augmented Generation, LangChain, Python Programming

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • C

    CertNexus

    ETBIZ (Exam ETZ-210)

    Skills you'll gain: Data Literacy, Data Science, Data Strategy, Internet Of Things, Analytics, Big Data, Data Collection, Artificial Intelligence, Descriptive Analytics, Artificial Intelligence and Machine Learning (AI/ML), Predictive Analytics, Process Optimization, Process Improvement and Optimization, Cloud Computing, Operations, Marketing, Operational Efficiency, Customer Service, User Experience, Prototyping

    Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • G

    Google Cloud

    Responsible AI for Developers: Privacy & Safety - Français

    Skills you'll gain: AI Security, Responsible AI, Information Privacy, Cloud Security, Generative AI, Federated Learning, Personally Identifiable Information, Google Cloud Platform, Data Security, Data Governance, Encryption

    Intermediate · Course · 1 - 3 Months

1…828829830…834

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

  • Optimizing and Extending Unity UI Systems: Packt
  • Cloud Run으로 AI 모델 배포 및 확장하기: Google Cloud
  • Run Campaign Projects: Coursera
  • Applied Fundamentals: Hangman: Packt
  • Responsible AI for Developers: Interpretability & Transparency - Polski: Google Cloud
  • Responsible AI for Developers: Fairness & Bias - Indonesian: Google Cloud
  • Google Cloud 에서 스트리밍 데이터 파이프라인 빌드하기: Google Cloud
  • Work with Gemini Models in BigQuery - 한국어: Google Cloud
  • Keeping Great People: A Team Leader’s Retention Playbook: PracticalGrowth
  • Model Data in Weaviate: Coursera

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

Skills

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • 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
  • Udemy

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
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok