• 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


  • U

    University of Minnesota

    Prescriptive Analytics Project Ideation

    Skills you'll gain: Simulations, Operations Research, Simulation and Simulation Software, Sprint Planning, Advanced Analytics, Process Mapping, Process Optimization, Project Scoping, Project Planning, Solution Design, Needs Assessment, Business Analysis, Analytics, Model Optimization, Investment Management, Business Priorities, Goal Setting, Ideation

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    生成 AI: 基本概念の理解

    Skills you'll gain: AI Security, Responsible AI, Generative AI, Large Language Modeling, Google Cloud Platform, Generative Model Architectures, Unstructured Data, Artificial Intelligence, AI literacy, Artificial Intelligence and Machine Learning (AI/ML), Data Quality, Machine Learning, Business Solutions

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Mastering Python for Data Science

    Skills you'll gain: Data Science, Statistical Inference, Machine Learning Methods, Data Visualization, Pandas (Python Package), Probability & Statistics, Statistical Methods, Regression Analysis, Statistics, Applied Machine Learning, Apache Hadoop, Big Data, Machine Learning Algorithms, Data Mining, Data Analysis, Python Programming, Data Mapping, Object Oriented Programming (OOP), JavaScript Frameworks, HTML and CSS

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Google Cloud Compute and Scalability for Azure Professionals

    Skills you'll gain: Virtual Machines, Google Cloud Platform, Microsoft Azure, Load Balancing, Cloud Engineering, Cloud Computing Architecture, Virtualization and Virtual Machines, Public Cloud, Cloud Platforms, Multi-Cloud, Cloud Infrastructure, Infrastructure As A Service (IaaS), Virtual Networking, Network Routing, Firewall

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Leaders Leap: Transformational Leadership Mindset

    Skills you'll gain: Brand Strategy, Business Risk Management, Risk Management, Proactivity, Emotional Intelligence, Leadership Development, Branding, Open Mindset, Lifelong Learning, Creative Thinking, Thought Leadership, Leadership, Ideation, Decisiveness, Innovation, Growth Mindedness, Brand Loyalty, Self-Awareness, Executive Presence, Decision Making

    Beginner · Course · 1 - 3 Months

  • S

    Skillshare

    Freelance Video Editing: Build Strong Client Relationships

    Skills you'll gain: Constructive Feedback, Client Services, Rapport Building, Video Editing, Customer Retention, Selling Techniques, Customer Relationship Building, Relationship Building, Expectation Management, Relationship Management, Account Management, Video Production, Professional Networking, Workflow Management

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    Substance Painter to Unreal Engine 5 Masterclass

    Skills you'll gain: Post-Production, Cinematography, Unreal Engine, Animations, 3D Assets, Computer Graphic Techniques, Computer Graphics, 3D Modeling, Virtual Environment, Video Game Development, Multimedia, Baking

    4.6
    Rating, 4.6 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 3 - 6 Months

  • S

    Skillshare

    Client HQ: Streamline Client Project Management with Notion

    Skills you'll gain: Timelines, Project Schedules, Database Design, Workflow Management, Milestones (Project Management), Project Management Software, Database Software, Databases, Relational Databases, Database Management, Client Services, Productivity Software, Project Management, Internal Communications, Account Management, Process Management, Collaborative Software, Project Documentation, Business Process, Communication Planning

    Mixed · Course · 1 - 4 Weeks

  • R

    Red Hat

    Open Practices for your DevOps Journey

    Skills you'll gain: Digital Transformation, DevOps, Agile Product Development, Agile Methodology, Business Transformation, Product Development, Team Building, Organizational Development, Team Performance Management, Meeting Facilitation, Discussion Facilitation

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Official Next Js Tutorial Code Along - React Web Development

    Skills you'll gain: React.js, HTML and CSS, Frontend Performance, Application Deployment, Web Development, Hypertext Markup Language (HTML), Front-End Web Development, Web Development Tools, Full-Stack Web Development, JavaScript Frameworks, UI Components, Performance Tuning, Cascading Style Sheets (CSS), Javascript, Server Side, GitHub, Version Control, Git (Version Control System)

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Power BI Tips and Tricks (with Time-Saving ChatGPT Prompts)

    Skills you'll gain: Power BI, Data Modeling, Data Analysis Expressions (DAX), Data Integration, Microsoft Excel, File Management, ChatGPT, Prompt Patterns, Dependency Analysis, Data Transformation, Data Access

    Intermediate · Course · 1 - 4 Weeks

  • P

    Pearson

    SQL for Any IT Professional: Unit 3

    Skills you'll gain: Database Design, SQL, Data Management, Databases, Database Management, Query Languages, Data Manipulation, Data Analysis

    Intermediate · Course · 1 - 4 Weeks

1…667668669…741

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

  • Prescriptive Analytics Project Ideation: University of Minnesota
  • 生成 AI: 基本概念の理解: Google Cloud
  • Mastering Python for Data Science: Packt
  • Google Cloud Compute and Scalability for Azure Professionals: Google Cloud
  • Leaders Leap: Transformational Leadership Mindset: Packt
  • Freelance Video Editing: Build Strong Client Relationships: Skillshare
  • Substance Painter to Unreal Engine 5 Masterclass: Packt
  • Client HQ: Streamline Client Project Management with Notion: Skillshare
  • Open Practices for your DevOps Journey: Red Hat
  • Official Next Js Tutorial Code Along - React Web Development: Packt

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