• 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


  • P

    Packt

    AZ-900 Microsoft Azure Fundamentals Exam Quick Prep

    Skills you'll gain: Zero Trust Network Access, Cloud Computing Architecture, Cloud Deployment, Serverless Computing, Data Governance, Cloud Management, Virtual Networking, Virtual Private Networks (VPN), Data Storage, General Networking, Identity and Access Management

    Beginner · Course · 3 - 6 Months

  • Status: Preview
    Preview
    G

    Google Cloud

    Introduction to Image Generation - בעברית

    Skills you'll gain: Generative AI, Generative Model Architectures, Model Deployment, Google Cloud Platform, Applied Machine Learning, Responsible AI

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    G

    Google Cloud

    Introduction to Image Generation - Italiano

    Skills you'll gain: Generative AI, Generative Model Architectures, Model Deployment, Model Training, Mathematical Modeling, Physics

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Cisco Learning and Certifications

    Modifying BGP Attributes

    Skills you'll gain: Routing Protocols, System Configuration

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Análisis Exploratorio de Datos con Python

    Skills you'll gain: Exploratory Data Analysis, Scatter Plots, Data Analysis, Correlation Analysis, Box Plots, Descriptive Statistics, Pandas (Python Package), Data Visualization, Plot (Graphics), Analysis, Histogram, Statistical Analysis, Python Programming, Software Installation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    6 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    생성형 AI: 기본 개념 이해

    Skills you'll gain: Generative AI, Responsible AI, Generative Model Architectures, AI Security, Google Cloud Platform, Unstructured Data, AI Integrations, Large Language Modeling, Model Training, Machine Learning

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    IA generativa: para além do chatbot

    Skills you'll gain: Responsible AI, Prompt Engineering, Google Gemini, Generative AI, AI Product Strategy, Google Cloud Platform, AI Integrations

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Hands-on BGP

    Skills you'll gain: Border Gateway Protocol, Routing Protocols, Multiprotocol Label Switching, Network Routing, Network Routers, Virtual Private Networks (VPN), Network Protocols, Network Troubleshooting, Configuration Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    L

    LearnQuest

    AI 프라이버시 및 편의성

    Skills you'll gain: Data Ethics, Responsible AI, AI Security, Machine Learning, Information Privacy, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Data Security, Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    C

    Coursera

    .NET & .NET Core Mastery: Cross-Platform Development

    Skills you'll gain: Cloud Development, Cloud Applications, Containerization, Cloud Deployment, Docker (Software), .NET Framework, Performance Tuning, Application Development, C# (Programming Language), Application Frameworks, Development Environment, Scalability, Web Applications

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    AppDynamics Monitoring

    Skills you'll gain: Model Optimization, MLOps (Machine Learning Operations), Application Performance Management, System Monitoring, Continuous Monitoring, AI Integrations, Performance Tuning, Anomaly Detection, Machine Learning, Dependency Analysis

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    E

    EDUCBA

    Develop Silverlight Apps with UI & Data Integration

    Skills you'll gain: User Interface (UI), Application Development, Application Deployment, UI Components, User Interface (UI) Design, User Interface and User Experience (UI/UX) Design, Program Development, Interactive Design, Development Environment, Software Development Life Cycle, Software Testing, Context Management, Frontend Integration, Application Frameworks, Application Performance Management, Debugging, Application Security, Event-Driven Programming, Web Services

    Beginner · Course · 1 - 4 Weeks

1…716717718…773

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

  • AZ-900 Microsoft Azure Fundamentals Exam Quick Prep: Packt
  • Introduction to Image Generation - בעברית: Google Cloud
  • Introduction to Image Generation - Italiano: Google Cloud
  • Modifying BGP Attributes: Cisco Learning and Certifications
  • Análisis Exploratorio de Datos con Python: Coursera
  • 생성형 AI: 기본 개념 이해: Google Cloud
  • IA generativa: para além do chatbot: Google Cloud
  • Hands-on BGP: Packt
  • AI 프라이버시 및 편의성: LearnQuest
  • .NET & .NET Core Mastery: Cross-Platform Development: 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