• 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


  • O

    O.P. Jindal Global University

    Bachelor of Science in Psychology

    Skills you'll gain: Correlation Analysis, Research Design, Regression Analysis, Social Sciences, Psychology, Mental Health Diseases and Disorders, Science and Research, Cognitive Behavioral Therapy, Human Learning, Social Skills, Statistical Methods, Research Methodologies, Interpersonal Communications, Statistical Hypothesis Testing, Scientific Methods, Learning Theory, Childhood Education and Development, Physiology, Personal Development, Culture

    Degree · 1 - 4 Years

    Category: Job Ready
    Job Ready
  • B

    Birla Institute of Technology & Science, Pilani

    Cryptography

    Skills you'll gain: Cryptographic Protocols, Cybersecurity, Email Security, Security Software, Firewall, Data Integrity

    Intermediate · Course · 1 - 3 Months

  • U

    Universidad de los Andes

    Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®

    Skills you'll gain: User Story, Continuous Integration, Unified Modeling Language, Test Automation, CI/CD, Test Driven Development (TDD), Version Control, Agile Project Management, Software Testing, Software Architecture, Usability, Agile Software Development, Agile Methodology, Maintainability, Test Data, Test Script Development, JavaScript Frameworks, Software Design, Software Design Patterns, Test Planning

    Mastertrack · 6 - 12 Months

  • B

    Ball State University

    Master of Science in Computer Science

    Skills you'll gain: Data Ethics, Full-Stack Web Development, Graph Theory, Machine Learning Algorithms, Supervised Learning, File Systems, SQL, Software Engineering, Data Visualization, Statistical Methods, Theoretical Computer Science, Cryptography, Object Oriented Programming (OOP), SAS (Software), Statistical Hypothesis Testing, Text Mining, Artificial Intelligence, Predictive Modeling, Data Science, Natural Language Processing

    Degree · 1 - 4 Years

    Category: Job Ready
    Job Ready
  • P

    Packt

    iOS 16 SwiftUI 3 Loan Tracker MVVM, CoreData, and CloudKit

    Skills you'll gain: Core Data (Software), iOS Development, UI Components, Data Store, Payment Systems, Maintainability, User Interface and User Experience (UI/UX) Design, Cloud Storage

    Intermediate · Course · 1 - 4 Weeks

  • 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, Driving engagement, Policy Development, Design Thinking, Public Policies, Target Market, Probability & Statistics, Cultural Diversity, Music History, Sociology

    Degree · 1 - 4 Years

    Category: Job Ready
    Job Ready
  • G

    Google Cloud

    Mendeploy dan Menskalakan Model AI dengan Cloud Run

    Skills you'll gain: Google Cloud Platform, Model Deployment, Model Optimization, Serverless Computing, Cloud Deployment, Generative AI, Cloud Applications, AI Integrations, Application Deployment, Model Training, Data Integration, Data Storage Technologies, Machine Learning Methods, Scalability

    Beginner · Course · 1 - 4 Weeks

  • U

    Universidad de los Andes

    Analítica de datos: visualización, predicción y toma de decisiones Certificado MasterTrack®

    Skills you'll gain: Social Network Analysis, Network Analysis, Financial Statement Analysis, Data Storytelling, Predictive Modeling, Financial Modeling, Data Presentation, Financial Statements, Marketing Analytics, Statistical Machine Learning, Product Marketing, Predictive Analytics, Interactive Data Visualization, Data Preprocessing, Marketing Management, Operations Research, Statistical Analysis, Model Deployment, Natural Language Processing, Model Optimization

    Mastertrack · 6 - 12 Months

  • B

    Ball State University

    Master of Science in Data Science

    Skills you'll gain: Data Ethics, Graph Theory, Machine Learning Algorithms, Supervised Learning, File Systems, SQL, Software Engineering, Data Visualization, Financial Statement Analysis, Statistical Hypothesis Testing, Statistical Methods, Spatial Data Analysis, Cryptography, Object Oriented Programming (OOP), SAS (Software), Text Mining, Artificial Intelligence, Predictive Modeling, Data Science, Natural Language Processing

    Degree · 1 - 4 Years

    Category: Job Ready
    Job Ready
  • U

    University of London

    Graduate Diploma in Computer Science

    Skills you'll gain: Human Computer Interaction, Virtual Reality, Game Design, Full-Stack Web Development, Mobile Development, Agile Software Development, Animations, Data Ethics, Event-Driven Programming, Git (Version Control System), Web Applications, Incident Response, Data Science, Natural Language Processing, Data Transformation, Combinatorics, Database Design, Model Evaluation, Web Development, Generative AI

    Graduate Certificate · 6 - 12 Months

  • V

    Vanderbilt University

    From Data to Decisions: Finding Patterns with AI

    Skills you'll gain: Statistical Methods, AI literacy, Statistical Analysis, Data Literacy, Data Visualization, Generative AI, Statistical Visualization, Statistical Hypothesis Testing, Data Presentation, Data Storytelling, Box Plots, Data Analysis, Probability & Statistics, Plot (Graphics), Data-Driven Decision-Making, Exploratory Data Analysis, Artificial Intelligence, Histogram, Technical Communication, Statistical Inference

    ★ 4.9 (9) · Beginner · Course · 1 - 4 Weeks

1…737738739740

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

  • Bachelor of Science in Psychology: O.P. Jindal Global University
  • Cryptography: Birla Institute of Technology & Science, Pilani
  • Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®: Universidad de los Andes
  • Master of Science in Computer Science: Ball State University
  • iOS 16 SwiftUI 3 Loan Tracker MVVM, CoreData, and CloudKit: Packt
  • Bachelor of Science in General Business: University of North Texas
  • Mendeploy dan Menskalakan Model AI dengan Cloud Run: Google Cloud
  • Analítica de datos: visualización, predicción y toma de decisiones Certificado MasterTrack®: Universidad de los Andes
  • Master of Science in Data Science: Ball State University
  • Graduate Diploma in Computer Science: University of London

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