• 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

    Real World DevOps Project with Ansible, Docker and GitLab

    Skills you'll gain: Docker (Software), Ansible, Linux Administration, Containerization, Linux, Linux Servers, GitLab, Infrastructure as Code (IaC), Devops Tools, Operating System Administration, CI/CD, DevOps, Continuous Integration, Linux Commands, IT Automation, Infrastructure Security, Virtual Private Networks (VPN), System Monitoring, Network Security

    Intermediate · Course · 1 - 3 Months

  • A

    Alex Genadinik

    How To Create A Local Business Website With AI Vibe Coding

    Skills you'll gain: No-Code Development, Vibe coding, Application Deployment, Web Design and Development, LLM Application, Web Design, Prompt Engineering Tools, Cloud Hosting, Prompt Engineering, Blogs

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Manage Leads with HubSpot

    Skills you'll gain: HubSpot CRM, Customer Relationship Management (CRM) Software, Lead Generation, Customer Relationship Management, Sales Development, Customer Data Management, Return On Investment, Salesforce, Data Management, Data Entry, Data Strategy

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    LPIC-2 Linux Engineer (201-450)

    Skills you'll gain: Data Maintenance, Operating System Administration, Linux Commands, iSCSI Configuration, Network Engineering, File Management, System Software, Software Installation, Encryption

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Advanced Git and GitHub – Optimization and Automation

    Skills you'll gain: Web Development Tools, File Management, Application Deployment, React.js

    Intermediate · Course · 1 - 3 Months

  • S

    Starweaver

    AI Innovations with Open Tools in Healthcare Processes

    Skills you'll gain: Medical Privacy, Personally Identifiable Information, General Data Protection Regulation (GDPR), Information Privacy, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Open Source Technology, Patient Communication, OpenAI, Data Ethics, Clinical Documentation, Responsible AI, Clinical Informatics, AI Enablement, Healthcare Ethics, Prompt Engineering Tools, Decision Support Systems, Healthcare Industry Knowledge, AI Personalization, Automation, Medical Coding

    Intermediate · Course · 1 - 3 Months

  • H

    Hebrew University of Jerusalem

    The Wonders and Challenges of Bible Education

    Skills you'll gain: Teaching, Pedagogy, Program Evaluation, Instructional Strategies, Education and Training, K-12 pedagogy, Student Engagement, Child Development, Ancient History, Culture, Discussion Facilitation

    Beginner · Course · 1 - 3 Months

  • P

    Pearson

    Quick Start Guide to Large Language Models (LLMs): Unit 2

    Skills you'll gain: Prompt Engineering, Fine-tuning, LLM Application, OpenAI API, Model Optimization, Large Language Modeling, Embeddings, OpenAI, Responsible AI, Cost Management, Artificial Intelligence

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    HashiCorp Vault Foundations and Secrets Management

    Skills you'll gain: Authentications, Hardening, DevSecOps, Key Management, Data Security, Cloud Security, Security Management, Security Controls, Encryption, Identity and Access Management, Server Administration, System Configuration, Data Storage, Database Management

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Measure Vector Similarity

    Skills you'll gain: Data-Driven Decision-Making, Applied Machine Learning, Vector Databases, NumPy, Model Evaluation, Machine Learning, Machine Learning Algorithms, Linear Algebra, Python Programming, Classification Algorithms, Numerical Analysis, Performance Testing

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Firebase Authentication: Build Secure Angular Apps

    Skills you'll gain: Angular, Authentications, Web Applications, Authorization (Computing), User Accounts, GitHub

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Validate LLM Embeddings for Production Use

    Skills you'll gain: Embeddings, Model Deployment, MLOps (Machine Learning Operations), Model Evaluation, Data Cleansing, Anomaly Detection, Vector Databases, LLM Application, System Monitoring, Verification And Validation, Data Quality, Legal Technology, Semantic Web, Large Language Modeling, Data Validation, Continuous Monitoring, Performance Testing, Data Manipulation, Dimensionality Reduction, Cost Reduction

    Intermediate · Course · 1 - 4 Weeks

1…669670671…741

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

  • Real World DevOps Project with Ansible, Docker and GitLab: Packt
  • How To Create A Local Business Website With AI Vibe Coding: Alex Genadinik
  • Manage Leads with HubSpot: Coursera
  • LPIC-2 Linux Engineer (201-450): Packt
  • Advanced Git and GitHub – Optimization and Automation: Packt
  • AI Innovations with Open Tools in Healthcare Processes: Starweaver
  • The Wonders and Challenges of Bible Education: Hebrew University of Jerusalem
  • Quick Start Guide to Large Language Models (LLMs): Unit 2: Pearson
  • HashiCorp Vault Foundations and Secrets Management: Packt
  • Measure Vector Similarity: 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