• 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


  • G

    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency - Polski

    Skills you'll gain: AI literacy, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Data Analysis, Model Training, Model Evaluation, Machine Learning, Model Deployment

    Intermediate · Course · 1 - 4 Weeks

    Category: Credit offered
    Credit offered
  • P

    Packt

    Salesforce Anti-Patterns

    Skills you'll gain: Salesforce Development, Salesforce, Middleware, CI/CD, Software Architecture, Solution Architecture, Continuous Deployment, Systems Architecture, Continuous Integration, Code Review, Force.com, Relational Databases, DevOps, API Design, Software Design, Software Design Patterns, Database Design, Security Architecture Review, System Design and Implementation, Scalability

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Credit offered
    Credit offered
  • C

    CertNexus

    CyberSec First Responder – Advanced (CFR-A): Address

    Skills you'll gain: Application Security, Incident Response, Intrusion Detection and Prevention, Network Security, Cybersecurity, Cyber Attacks, Data Security, Hardening, Data Loss Prevention, Distributed Denial-Of-Service (DDoS) Attacks, Vulnerability Management, Vulnerability Assessments, Multi-Factor Authentication, System Configuration, Scripting, Linux Commands, Bash (Scripting Language), Linux, Scripting Languages, Python Programming

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • U

    University of North Texas

    Bachelor of Science in General Business

    Skills you'll gain: Operations Management, Model Evaluation, Arbitration, Leadership Studies, Compensation Strategy, Integrated Marketing Communications, Organizational Change, Event Management, Grammar, Sales Process, Statistical Visualization, Global Marketing, Policy Development, Design Thinking, Public Policies, Probability & Statistics, Cultural Diversity, Digital Media Strategy, Music History, Sociology

    Degree · 1 - 4 Years

    Category: Earn a degree
    Earn a degree
  • I

    Illinois Institute of Technology

    Master of Data Science

    Skills you'll gain: Database Design, Database Systems, Statistical Analysis, Time Series Analysis and Forecasting, Relational Databases, Database Software, Databases, Database Management, Database Theory, Data Analysis, NoSQL, Database Management Systems, Database Development, Machine Learning Algorithms, SQL, Recurrent Neural Networks (RNNs), Bayesian Statistics, Statistical Inference, Technical Communication, Model Evaluation

    Degree · 1 - 4 Years

    Category: Earn a degree
    Earn a degree
  • U

    University of Colorado Boulder

    Power Electronics Graduate Certificate

    Skills you'll gain: Power Electronics, Computer Vision, Convolutional Neural Networks, Display Devices, Control Systems, Debugging, Image Analysis, Computer Displays, Tensorflow, Electronics, Electronics Engineering, Electronic Systems, Computer Programming Tools, Software Development Tools, Embedded Software, Electrical Engineering, Deep Learning, Systems Design, Artificial Neural Networks, Electronic Components

    Graduate Certificate · 6 - 12 Months

    Category: Credit offered
    Credit offered
  • U

    Universidad de los Andes

    Maestría en Inteligencia Artificial

    Skills you'll gain: Real-Time Operating Systems, Semantic Web, Supervised Learning, LangChain, Unsupervised Learning, Cloud-Native Computing, Continuous Deployment, Reinforcement Learning, Financial Statement Analysis, Data Storytelling, Classification Algorithms, Deep Learning, Computer Vision, Biomedical Engineering, Natural Language Processing, MLOps (Machine Learning Operations), Artificial Intelligence, Project Management Institute (PMI) Methodology, Fine-tuning, Responsible AI

    Degree · 1 - 4 Years

    Category: Earn a degree
    Earn a degree
  • P

    Pontificia Universidad Católica de Chile

    Certificado en Introducción a la Ciencia de Datos

    Skills you'll gain: Unsupervised Learning, Plot (Graphics), Data Visualization, Exploratory Data Analysis, Supervised Learning, Model Optimization, Data Presentation, Data Cleansing, Model Evaluation, Graphing, Descriptive Analytics, Dimensionality Reduction, Predictive Modeling, Data Science, Data Analysis, Pandas (Python Package), Machine Learning Methods, Matplotlib, Database Management, Applied Machine Learning

    Mastertrack · 6 - 12 Months

    Category: Credit offered
    Credit offered
  • U

    University of Illinois at Urbana-Champaign

    Instructional Design MasterTrack® Certificate

    Skills you'll gain: Operations Management, Supply Chain, Continuous Improvement Process, Change Control, Operations, Process Improvement, Supply Chain Planning, Process Improvement and Optimization, Supply Chain Management, Instructional Design, Continuous Quality Improvement (CQI), Learning Management Systems, Process Analysis, Education Software and Technology, Wholesaling, Digital pedagogy, Augmented and Virtual Reality (AR/VR), System Implementation, Solution Design, Design Elements And Principles

    Mastertrack · 6 - 12 Months

    Category: Credit offered
    Credit offered
  • U

    Universidad de los Andes

    Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®

    Skills you'll gain: User Story, Software Testing, Test Automation, Unified Modeling Language, Version Control, Test Driven Development (TDD), Software Architecture, Git (Version Control System), Maintainability, JavaScript Frameworks, Usability, Web Content Accessibility Guidelines, Test Script Development, Application Frameworks, Agile Software Development, Software Design, Regression Testing, Test Data, Software Design Patterns, Angular

    Mastertrack · 6 - 12 Months

    Category: Credit offered
    Credit offered
  • C

    Clemson University

    Master of Science in Computer Science

    Skills you'll gain: Human Computer Interaction, Large Language Modeling, Database Systems, Database Management, Dimensionality Reduction, Database Design, Database Management Systems, Generative AI, Model Evaluation, Model Optimization, Software Development Methodologies, Usability, Data Preprocessing, Data Mining, Data Structures, Systems Development Life Cycle, Responsible AI, Algorithms, Machine Learning Methods, Human Factors

    Degree · 1 - 4 Years

    Category: Earn a degree
    Earn a degree
  • N

    Northeastern University

    Master of Science in Engineering Management

    Skills you'll gain: Data Storytelling, Software Quality Assurance, Object Oriented Design, Process Mapping, Generative AI, Open Web Application Security Project (OWASP), Text Mining, Systems Development Life Cycle, Database Design, Agile Software Development, Test Automation, Data Governance, Unsupervised Learning, Integration Testing, Cybersecurity, Classification Algorithms, PyTorch (Machine Learning Library), Statistical Hypothesis Testing, User Experience Design, Natural Language Processing

    Degree · 1 - 4 Years

    Category: Earn a degree
    Earn a degree
1…620621622…623

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

  • Responsible AI for Developers: Interpretability & Transparency - Polski: Google Cloud
  • Salesforce Anti-Patterns: Packt
  • CyberSec First Responder – Advanced (CFR-A): Address: CertNexus
  • Bachelor of Science in General Business: University of North Texas
  • Master of Data Science: Illinois Institute of Technology
  • Power Electronics Graduate Certificate: University of Colorado Boulder
  • Maestría en Inteligencia Artificial: Universidad de los Andes
  • Certificado en Introducción a la Ciencia de Datos: Pontificia Universidad Católica de Chile
  • Instructional Design MasterTrack® Certificate: University of Illinois at Urbana-Champaign
  • Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®: Universidad de los Andes

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
  • Free IT Certifications and Courses
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications

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
  • Share your Coursera learning story

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