• 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


  • Status: Free Trial
    Free Trial
    W

    Whizlabs

    Microsoft Fabric: Ingest and Transform Data

    Skills you'll gain: Dataflow, Real Time Data, Data Pipelines, Data Transformation, Data Integration, Data Processing, Extract, Transform, Load, Power BI, PySpark, Apache Spark, Data Quality, Data Store, Data Governance, Analytics

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Apply RPA to Automate HR Processes with UiPath

    Skills you'll gain: Robotic Process Automation, Business Process Automation, Process Design, Automation, HR Tech, Workflow Management, Email Automation, Process Mapping, Data Storage Technologies, Data Validation, Data Entry, Business Logic, Data Management

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Legal Researchers: Accelerating Case Analysis

    Skills you'll gain: Legal Technology, Legal Research, Anthropic Claude, AI literacy, Generative AI, ChatGPT, Legal Writing, Responsible AI, Prompt Engineering, Case Law, AI Integrations, Human Factors

    4.6
    Rating, 4.6 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    P

    Packt

    Building Agentic AI Systems

    Skills you'll gain: Generative AI Agents, Agentic systems, Generative AI, Generative Model Architectures, Agentic Workflows, Responsible AI, AI Orchestration, Large Language Modeling, AI Security, Artificial Intelligence, LLM Application, Tool Calling, LangChain, Restful API, Automation, Natural Language Processing, Python Programming, Ethical Standards And Conduct

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Project Management in Healthcare : Tools and Tactics

    Skills you'll gain: Healthcare Project Management, Project Risk Management, Process Improvement, Performance Metric, Continuous Improvement Process, Risk Management, Project Coordination, Project Performance, Risk Analysis, Health Care Procedure and Regulation, Project Management Software, Workflow Management, Project Management, Collaborative Software, Collaboration, Project Implementation, Regulatory Affairs, Health Technology, Compliance Management, Key Performance Indicators (KPIs)

    5
    Rating, 5 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    K

    Knowledge Accelerators

    Change Management Fundamentals: ADKAR for Beginners

    Skills you'll gain: Change Management, Organizational Change, Business Transformation, Culture Transformation, People Management, Communication Strategies, Organizational Leadership, Strategic Communication, Performance Metric, Learning Theory, Leadership Development, Team Leadership, Adaptability, Influencing, Stakeholder Management, Process Improvement, Employee Engagement, Stakeholder Engagement, Business Planning

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    K

    Knowledge Accelerators

    Microsoft 365 Copilot: Harness AI across your Microsoft Apps

    Skills you'll gain: Microsoft Copilot, Microsoft 365, Microsoft Teams, Microsoft Office, Data Visualization, Productivity Software, AI literacy, AI Enablement, Microsoft Excel, Artificial Intelligence, Technical Communication, Generative AI, Microsoft Word, Data Analysis Software, Microsoft PowerPoint, Generative AI Agents, Productivity, Excel Formulas, Data Analysis, Data Management

    4.3
    Rating, 4.3 out of 5 stars
    ·
    16 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Glasgow

    Generative AI in the Classroom for Educators

    Skills you'll gain: Responsible AI, AI literacy, digital literacy, Digital pedagogy, Education Software and Technology, Generative AI, Artificial Intelligence, Data Ethics, AI Integrations, Emerging Technologies, Instructional Design, Case Studies, Problem Solving, Critical Thinking

    4.4
    Rating, 4.4 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Sales Structures, Systems & Excellence

    Skills you'll gain: Governance, Talent Management, Competitive Analysis, Sales Operations, Sales Management, Sales Strategy, Sales, Business Ethics, Organizational Structure, Performance Improvement, Performance Measurement, Performance Analysis, Talent Acquisition, Branding, Strategic Marketing, Compensation Strategy, Brand Strategy, Corporate Sustainability, Revenue Management, Technology Strategies

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Analyze War Data with Tableau Dashboards and Stories

    Skills you'll gain: Data Storytelling, Data Presentation, Analytical Skills, Tableau Software, Dashboard Creation, Data Visualization Software, Interactive Data Visualization, Data Analysis, Analytics, Data Wrangling, Descriptive Analytics, Data Transformation, Data Preprocessing

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    E

    EDUCBA

    QlikView & QlikSense: Build & Analyze Data Models

    Skills you'll gain: Data Modeling, Data Visualization, Enterprise Resource Planning, Dashboard, Business Intelligence, Interactive Data Visualization, Security Controls, Data Visualization Software, Dashboard Creation, Workflow Management, Data Import/Export, Business Intelligence Software, Extract, Transform, Load, Data Processing, Data Integration, Data Wrangling, Project Implementation, Data Manipulation, Microsoft Excel, Data Transformation

    Mixed · Course · 1 - 3 Months

  • Status: Free
    Free
    G

    Google Cloud

    Summarize Text using SQL and LLMs in BigQuery ML

    Skills you'll gain: LLM Application, Google Cloud Platform, Large Language Modeling, AI literacy, AI Integrations, SQL, Machine Learning

    Beginner · Project · Less Than 2 Hours

1…561562563…784

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

  • Microsoft Fabric: Ingest and Transform Data: Whizlabs
  • Apply RPA to Automate HR Processes with UiPath: EDUCBA
  • GenAI for Legal Researchers: Accelerating Case Analysis: Coursera
  • Building Agentic AI Systems: Packt
  • Project Management in Healthcare : Tools and Tactics: Coursera
  • Change Management Fundamentals: ADKAR for Beginners: Knowledge Accelerators
  • Microsoft 365 Copilot: Harness AI across your Microsoft Apps: Knowledge Accelerators
  • Generative AI in the Classroom for Educators: University of Glasgow
  • Sales Structures, Systems & Excellence: EDUCBA
  • Analyze War Data with Tableau Dashboards and Stories: 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
Logo of Certified B Corporation
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok