• 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


  • G

    Google Cloud

    Gemini for Data Scientists and Analysts-Português Brasileiro

    Skills you'll gain: Google Gemini, Marketing Strategies, Customer Analysis, Gemini, Big Data, Forecasting, Customer Insights, Predictive Analytics, Marketing, Analytics, Data-Driven Marketing, Target Audience, Data Analysis, Marketing Analytics, Sales Prospecting, Revenue Forecasting, Campaign Planning, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Gemini for Data Scientists and Analysts - 日本語版

    Skills you'll gain: Google Gemini, Gemini, Data-Driven Marketing, Marketing Analytics, Generative AI, Big Data, Forecasting, Predictive Modeling, Predictive Analytics, Data Analysis, Artificial Intelligence and Machine Learning (AI/ML)

    Beginner · Course · 1 - 4 Weeks

  • C

    CertNexus

    Cyber Secure Software Developer (CSSD) (Exam CSD-110)

    Skills you'll gain: Application Security, Security Testing, DevSecOps, Secure Coding, Security Requirements Analysis, Open Web Application Security Project (OWASP), Cyber Security Assessment, Security Software, Software Design, Security Controls, Cyber Security Strategy, Computer Security, Information Systems Security, Security Strategy, Data Security, Network Security, Security Management, Application Development, Computer Programming, Python Programming

    Mixed · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • G

    Google Cloud

    BigQuery 머신러닝을 사용한 추론

    Skills you'll gain: Data Analysis, Big Data, Analytics, Model Training, Applied Machine Learning, Google Cloud Platform, Predictive Modeling, Machine Learning, Machine Learning Algorithms

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Unreal Engine 5 Integration & Scene Finalization

    Skills you'll gain: Unreal Engine, 3D Assets, Virtual Environment, Computer Graphic Techniques, User Interface (UI), Computer Graphics, Image Quality, Game Design, Video Game Development, Data Import/Export, Fine-tuning, Performance Tuning, Graphic and Visual Design, Simulations

    Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • P

    Packt

    Reading and Writing Files

    Skills you'll gain: File I/O, File Management, Python Programming, Data Import/Export, Context Management

    Beginner · Course · 1 - 3 Months

    Category: New
    New
  • G

    Google Cloud

    Vertex AI でノートブックを使用する

    Skills you'll gain: Jupyter, MLOps (Machine Learning Operations), Model Deployment, AI Workflows, Google Cloud Platform, Data Preprocessing, Applied Machine Learning

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    MLOps with Vertex AI: Manage Features - 한국어

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Feature Engineering, Google Cloud Platform, Model Training, AI Workflows, Data Store, Data Processing, Data Modeling, Data Management, Data Quality, Data Storage

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Cloud Run으로 AI 모델 배포 및 확장하기

    Skills you'll gain: Cloud Deployment, Google Cloud Platform, Serverless Computing, Model Deployment, Generative AI, Cloud Applications, AI Integrations, Model Optimization, Applied Machine Learning, Containerization, Machine Learning Methods, Scalability

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • C

    Coursera

    Run Campaign Projects

    Skills you'll gain: Microsoft Outlook, Campaign Management, Process Improvement, Sprint Retrospectives, Email Marketing, Campaign Planning, Continuous Improvement Process, Project Management, Milestones (Project Management), Marketing Strategies, Knowledge Transfer, Discussion Facilitation

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • W

    Whizlabs

    AWS Core Services (Compute, Storage & Networking)

    Skills you'll gain: Amazon S3, Amazon Web Services, Serverless Computing, Cloud Infrastructure, Application Deployment, Cloud Engineering, Amazon Elastic Compute Cloud, Kubernetes, Cloud-Native Computing, Cloud Deployment, Cloud Storage, Infrastructure As A Service (IaaS), Containerization, Cloud Services, Data Storage, Data Storage Technologies, Scalability, Load Balancing, Capacity Management, Event-Driven Programming

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • J

    John Wiley & Sons

    Secure Software Lifecycle: From Requirements to Maintenance

    Skills you'll gain: Application Security, DevSecOps, Secure Coding, Security Testing, Software Development Life Cycle, Threat Modeling, Continuous Monitoring, Security Requirements Analysis, Continuous Deployment, Security Controls, CI/CD, Program Development, Computer Security, System Monitoring, Security Awareness, Vulnerability Assessments, Product Lifecycle Management, Computer Programming

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
1…827828829…834

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

  • Gemini for Data Scientists and Analysts-Português Brasileiro: Google Cloud
  • Gemini for Data Scientists and Analysts - 日本語版: Google Cloud
  • Cyber Secure Software Developer (CSSD) (Exam CSD-110): CertNexus
  • BigQuery 머신러닝을 사용한 추론: Google Cloud
  • Unreal Engine 5 Integration & Scene Finalization: Packt
  • Reading and Writing Files: Packt
  • Vertex AI でノートブックを使用する: Google Cloud
  • MLOps with Vertex AI: Manage Features - 한국어: Google Cloud
  • Cloud Run으로 AI 모델 배포 및 확장하기: Google Cloud
  • Run Campaign Projects: 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