• 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

    Master Advanced Excel Functions to Analyze & Automate Data

    Skills you'll gain: Microsoft Excel, Excel Formulas, Pivot Tables And Charts, Financial Data, Financial Analysis, Cash Flows, Data-Driven Decision-Making, Data Manipulation

    4.9 stars, 13 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • U

    University of Virginia Darden School Foundation

    Introduction to Digital Transformation Part 1

    Skills you'll gain: Digital Transformation, Business Transformation, Product Lifecycle Management, Competitive Analysis, Technology Strategies, Data Strategy, Business Technologies, Emerging Technologies, Business Solutions, Innovation, Business Strategy, Business Economics, Artificial Intelligence and Machine Learning (AI/ML)

    4.7 stars, 469 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (469) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Create Interactive Dashboards with Streamlit and Python

    Skills you'll gain: Plotly, Dashboard, Plot (Graphics), Pandas (Python Package), Dashboard Creation, Data Manipulation, Interactive Data Visualization, Data Visualization Software, Data Visualization, Web Applications, Web Design and Development, Application Development, Data Presentation, Data Science, Python Programming

    4.7 stars, 403 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.7 (403) · Intermediate · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Oracle PL/SQL 21c: Programming & Triggers

    Skills you'll gain: Oracle SQL Developer, Oracle Databases, Data Integrity, Business Logic, Stored Procedure, SQL, Business Process Automation, Data Persistence, Database Design, Database Development, Performance Tuning, Relational Databases, Dependency Analysis, Database Management, Database Management Systems, Computational Thinking, Database Application, Web Services, Data Access, Automation

    4.8 stars, 62 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (62) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • B

    Berklee

    Teaching Popular Music in the Classroom

    Skills you'll gain: Musical Composition, Music, Developing Training Materials, Instrumental Music, Music Performance, Education Software and Technology, Teaching, Classroom Management, Digital pedagogy, Cultural Responsiveness, Active Listening, Creativity, Empowerment, Collaboration

    4.6 stars, 105 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (105) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Apply Kaizen & Master Defect Management with HP QC

    Skills you'll gain: Kaizen Methodology, Process Improvement, Quality Improvement, Change Management, Organizational Change, Continuous Improvement Process, Lean Manufacturing, Lean Methodologies, Continuous Quality Improvement (CQI), Waste Minimization, Organizational Skills, Innovation, Employee Engagement, Culture

    5 stars, 12 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 5 (12) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • B

    Berklee

    Creativity And Entrepreneurship

    Skills you'll gain: Entrepreneurship, Creativity, Team Building, Creative Problem-Solving, Creative Thinking, Presentations, Innovation, Brand Strategy, Branding, Collaboration, Product Development, Relationship Building, New Business Development, Professional Networking, Problem Solving

    4.7 stars, 385 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (385) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Predictive Modeling and Analytics

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Model Evaluation, Data Visualization, Exploratory Data Analysis, Logistic Regression, Advanced Analytics, Data Presentation, Business Analytics, Analytics, Statistical Visualization, Statistical Modeling, Data-Driven Decision-Making, Regression Analysis, Classification And Regression Tree (CART), Data Analysis, Applied Machine Learning, Classification Algorithms, Data Analysis Software, Data Cleansing

    3.6 stars, 606 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.6 (606) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Pennsylvania

    Retail Marketing Strategy

    Skills you'll gain: Customer experience strategy (CX), Brand Strategy, Brand Management, Branding, Customer experience improvement, Marketing Strategies, Customer Insights, Brand Loyalty, Cross-Channel Marketing, Global Marketing, Market Trend, Consumer Behaviour, Competitive Analysis, Innovation, E-Commerce

    4.8 stars, 300 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (300) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Tesla Stock Price Prediction using Facebook Prophet

    Skills you'll gain: Plotly, Technical Analysis, Time Series Analysis and Forecasting, Predictive Modeling, Market Data, Financial Forecasting, Model Evaluation, Forecasting, Applied Machine Learning, Trend Analysis, Financial Analysis, Data Visualization, Statistical Visualization, Google Sheets, Interactive Data Visualization, Equities, Machine Learning, Data Import/Export

    4.2 stars, 146 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.2 (146) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • E

    EDUCBA

    Spring Boot REST API: Real-World Java Projects

    Skills you'll gain: Restful API, Software Quality (SQA/SQC), Java Programming, Test Automation, Java

    4.9 stars, 60 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.9 (60) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Macquarie University

    Adapt your leadership style

    Skills you'll gain: Leadership Studies, Organizational Leadership, Team Leadership, Business Leadership, Leadership Development, Culture Transformation, Leadership, Initiative and Leadership, Leadership and Management, Organizational Change, Industrial and Organizational Psychology, Adaptability, Staff Management, Influencing, Complex Problem Solving, Relationship Building, Communication

    4.8 stars, 1K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (1K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
1…244245246…834

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

  • Master Advanced Excel Functions to Analyze & Automate Data: EDUCBA
  • Introduction to Digital Transformation Part 1: University of Virginia Darden School Foundation
  • Create Interactive Dashboards with Streamlit and Python: Coursera
  • Oracle PL/SQL 21c: Programming & Triggers: EDUCBA
  • Teaching Popular Music in the Classroom: Berklee
  • Apply Kaizen & Master Defect Management with HP QC: EDUCBA
  • Creativity And Entrepreneurship: Berklee
  • Predictive Modeling and Analytics: University of Colorado Boulder
  • Retail Marketing Strategy: University of Pennsylvania
  • Tesla Stock Price Prediction using Facebook Prophet: 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