• 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


  • E

    Edureka

    Microsoft Fabric Data Engineer: DP-700 Exam Prep

    Skills you'll gain: Data Architecture, Real Time Data, Data Lakes, Capacity Management, Data Pipelines, PySpark, Transact-SQL, Apache Spark, Data Transformation, Data Security, Event Monitoring, Microsoft Copilot, Continuous Monitoring, Data Analysis, Workflow Management, SQL, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Warehouse Operations, Warehouse Management

    Intermediate · Course · 1 - 3 Months

  • U

    Universidad de los Andes

    Rights and Health in the Digital Age:Protection and Advocacy

    Skills you'll gain: Advocacy, Patient Advocacy, Community Organizing, digital literacy, Social Justice, Health Equity, Case Studies, Information Privacy, Personally Identifiable Information, Social Determinants Of Health, Digital Transformation, Law, Regulation, and Compliance, Medical Privacy, Health Technology, Data Security, Data Ethics, Safety and Security, Healthcare Ethics, Governance

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Build a Developer Portfolio with SvelteKit & Sanity CMS

    Skills you'll gain: Responsive Web Design, UI Components, Code Reusability, Web Development Tools, Web Applications, Web Design, Front-End Web Development, Content Management Systems, Full-Stack Web Development, Frontend Integration, Back-End Web Development, Application Deployment, Cloud Deployment, Content Management, Data Management

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Agentic AI Content for Practitioners (Teams: Legal)

    Skills you'll gain: Agentic Workflows, Agentic systems, Contract Compliance, Organizational Change, Legal Technology, Change Management, Contract Review, Regulatory Compliance, AI Workflows, AI Integrations, AI Enablement, Law, Regulation, and Compliance, Compliance Management, Generative AI Agents, Regulatory Requirements, Scalability, Artificial Intelligence, Process Design, Risk Analysis

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    GenAI for Patient Scheduling & Appointment Management

    Skills you'll gain: Patient Coordination, Generative AI Agents, ChatGPT, AI Integrations, Practice Management Software, Technology Roadmaps, Patient Flow, Generative AI, Clinical Documentation, AI Workflows, Prompt Engineering, Software As A Service, Patient Communication, No-Code Development, Health Informatics, Systems Integration

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Pittsburgh

    Big Data Processing with Hadoop and Spark

    Skills you'll gain: Apache Hadoop, Apache Spark, PySpark, Data Pipelines, Distributed Computing, Big Data, Apache Hive, Data Processing, Data Storage, Scikit Learn (Machine Learning Library), Predictive Modeling, Scalability, Data Management, File Systems, Data Science, Data Transformation, Information Technology, Data Analysis

    Intermediate · Course · 1 - 4 Weeks

  • S

    Skillshare

    Freelance Video Editing: Build Strong Client Relationships

    Skills you'll gain: Constructive Feedback, Client Services, Rapport Building, Video Editing, Customer Retention, Selling Techniques, Customer Relationship Building, Relationship Building, Expectation Management, Relationship Management, Account Management, Video Production, Professional Networking, Workflow Management

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    How to Use ChatGPT and Generative AI to Help Create Content

    Skills you'll gain: Generative Model Architectures, AI powered creativity, AI literacy

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Full-Stack AI and Mastering AI Agents Bootcamp

    Skills you'll gain: Generative AI Agents, Agentic Workflows, Large Language Modeling, AI Integrations

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Integrate and Optimize AI Services Seamlessly

    Skills you'll gain: AI Integrations, Continuous Deployment, System Monitoring, API Testing, Middleware, Restful API, Site Reliability Engineering, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • I

    Illinois Tech

    Cloud: Platform as a Service - Bachelor's

    Skills you'll gain: Serverless Computing, Containerization, Platform As A Service (PaaS), Cloud Platforms, Cloud Security, Cloud Services, Docker (Software), Information Management, Cloud Computing Architecture, Cloud Computing, Cloud Management, Cloud Hosting, Cloud Infrastructure, Cloud Solutions, Cloud Development, Cloud Deployment, Database Management Systems, Application Deployment, Database Management, Databases

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Empower Patients: Autonomy Through Simulation and Role-Play

    Skills you'll gain: Constructive Feedback, Ethical Standards And Conduct, Healthcare Ethics, Decision Making, Patient-centered Care, Patient Communication, Patient Advocacy, Discussion Facilitation, Train The Trainer, Empowerment, Instructional Design, Instructional Strategies, Empathy

    Beginner · Course · 1 - 4 Weeks

1…652653654…740

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

  • Microsoft Fabric Data Engineer: DP-700 Exam Prep: Edureka
  • Rights and Health in the Digital Age:Protection and Advocacy: Universidad de los Andes
  • Build a Developer Portfolio with SvelteKit & Sanity CMS: Packt
  • Agentic AI Content for Practitioners (Teams: Legal): Coursera
  • GenAI for Patient Scheduling & Appointment Management : Coursera
  • Big Data Processing with Hadoop and Spark: University of Pittsburgh
  • Freelance Video Editing: Build Strong Client Relationships: Skillshare
  • How to Use ChatGPT and Generative AI to Help Create Content: Packt
  • Full-Stack AI and Mastering AI Agents Bootcamp: Packt
  • Integrate and Optimize AI Services Seamlessly: 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