• 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

    EDUCBA

    Analyze Payment & Settlement Systems in Banking

    Skills you'll gain: Payment Systems, Banking Services, Banking, Payment Processing, Automated Clearing House, Bank Regulations, Credit/Debit Card Processing, Operational Risk, Financial Systems, Financial Regulation, Payment Processing and Collection, Financial Regulations, Credit Risk, Financial Controls, FinTech, Point of Sale, International Finance, Transaction Processing, Digital Transformation

    4.6 stars, 15 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.6 (15) · Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Advanced Topics in ASP.NET Core Development

    Skills you'll gain: ASP.NET, Web Applications, Web Development, .NET Framework, Microservices, Single Sign-On (SSO), Performance Tuning, Web Design and Development, Identity and Access Management, Full-Stack Web Development, C# (Programming Language), Application Security, Security Controls, Cloud Development, Multi-Factor Authentication, Application Frameworks, Authentications, Server Side, Authorization (Computing), Role-Based Access Control (RBAC)

    4.7 stars, 14 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (14) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    McMaster University

    Szemléletváltás

    Skills you'll gain: Lifelong Learning, Learning Strategies, Willingness To Learn, Open Mindset, Growth Mindedness, Adaptability, Professional Development, Mentorship, Personal Development, Stress Management, Prioritization, Empowerment, Overcoming Obstacles, Learning Styles, Creativity, Time Management, Meditation & Breathwork, Social Sciences

    4.9 stars, 77 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • I

    Indian Institute for Human Settlements

    The Art and Science of Economic Policy

    Skills you'll gain: Economics, Policy, and Social Studies, Policy Development, Public Policies, Economic Development, Policy Analysis, Research, and Development, Policy Analysis, Financial Policy, Behavioral Economics, Political Sciences, Economics, Supply And Demand, Market Dynamics, Public Affairs, Competitive Analysis, Governance, Program Implementation, Decision Making

    4.7 stars, 121 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (121) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    EDUCBA

    Master Financial Modeling & Business Analysis

    Skills you'll gain: Capital Budgeting, Financial Modeling, Cash Flows, Financial Statement Analysis, Financial Statements, Financial Analysis, Corporate Finance, Business Modeling, Financial Management, Finance, Working Capital, Financial Accounting, Return On Investment, Corporate Strategy, Financial Reporting, Income Statement, Equities, Business Metrics, Business, Income Tax

    5 stars, 14 reviews, Mixed, Course, 1 - 3 Months

    ★ 5 (14) · Mixed · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Data and Electronic Health Records

    Skills you'll gain: Medical Privacy, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Data Management, Data Entry, Data Integrity, Health Information Management, Health Information Management and Medical Records, Data Quality, Health Informatics, Electronic Medical Record System, Medical Records, Data Governance, Electronic Medical Record, Health Care, Personally Identifiable Information, Clinical Documentation, Health Technology, Clinical Informatics, Data Security, Information Privacy

    4.5 stars, 50 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (50) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Microsoft

    Microsoft Azure AI in Healthcare

    Skills you'll gain: Health Informatics, Azure Active Directory, Medical Privacy, Cloud Security, Health Care, Identity and Access Management, Real Time Data, Data Infrastructure, Model Training, Patient Education and Support, AI Security, Microsoft Azure, Clinical Data Management, Clinical Monitoring, Health Technology, Image Analysis, Data Visualization Software, Patient Communication, Generative AI, AI Integrations

    Beginner · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Learn PLC and HMI from Scratch (Basic)

    Skills you'll gain: Control Systems, Programmable Logic Controllers, Animations, Human Machine Interfaces, Motion Graphics, UI Components, Real-Time Operating Systems, Control Panels, Test Tools, Interactive Design, Code Reusability, Program Development, Simulations, Interactive Data Visualization, Automation Engineering, Machine Controls, Computer Hardware, Electrical Wiring, Computational Logic, Network Troubleshooting

    4.7 stars, 44 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (44) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Pontificia Universidad Católica de Chile

    Python para Ciencia de Datos

    Skills you'll gain: Data Visualization, Descriptive Analytics, Data-Driven Decision-Making, Data Analysis, Data Visualization Software, Predictive Analytics, Predictive Modeling, Analytics, Database Management, Data Science, Analytical Skills, Relational Databases, Descriptive Statistics, Data Processing, Forecasting, Data Manipulation, Python Programming

    3.8 stars, 73 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 3.8 (73) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • E

    EDUCBA

    Master Financial Modeling with Excel & AI: Analyze Forecast

    Skills you'll gain: Financial Modeling, Financial Forecasting, Financial Statements, Depreciation, Financial Statement Analysis, Financial Accounting, Financial Reporting, Balance Sheet, Financial Data, Capital Budgeting, Financial Acumen, Financial Analysis, Excel Formulas, Income Statement, Microsoft Excel, Risk Analysis, Data Storytelling, Data Validation, Spreadsheet Software, Analysis

    4.9 stars, 12 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (12) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Microsoft Azure - Basics

    Skills you'll gain: Microsoft Azure, Cloud Computing, Virtual Machines, Cloud Infrastructure, Cloud Computing Architecture, Cloud Platforms, Cloud Services, Virtual Networking, Virtualization and Virtual Machines, Enterprise Application Management, Cloud Applications, Cloud Deployment, Infrastructure As A Service (IaaS), Application Deployment, Network Planning And Design, Virtual Private Networks (VPN), Cloud Management, Virtualization, Cloud Storage, Remote Access Systems

    5 stars, 22 reviews, Intermediate, Course, 1 - 3 Months

    ★ 5 (22) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    Duke University

    Art of the MOOC: Experiments with Sound

    Skills you'll gain: World Music, Music History, Music, Musical Composition, Music Theory, Aesthetics, Instrumental Music, Multimedia, Performing Arts, Electronic Media, Liberal Arts, Creativity, Cultural Diversity

    4.7 stars, 81 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (81) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
1…289290291…834

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

  • Analyze Payment & Settlement Systems in Banking: EDUCBA
  • Advanced Topics in ASP.NET Core Development: EDUCBA
  • Szemléletváltás: McMaster University
  • The Art and Science of Economic Policy: Indian Institute for Human Settlements
  • Master Financial Modeling & Business Analysis: EDUCBA
  • Data and Electronic Health Records: Johns Hopkins University
  • Microsoft Azure AI in Healthcare: Microsoft
  • Learn PLC and HMI from Scratch (Basic): Packt
  • Python para Ciencia de Datos: Pontificia Universidad Católica de Chile
  • Master Financial Modeling with Excel & AI: Analyze Forecast: EDUCBA

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