• 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
    U

    University of California, Davis

    Basic English Skills: Travel

    Skills you'll gain: Oral Comprehension, English Language, Language Competency, Vocabulary, Grammar, Literacy, Language Learning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    40 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Spanish Vocabulary Project

    Skills you'll gain: Peer Review, Spanish Language, Oral Expression, Language Competency, Language Learning, Culture, Writing and Editing, Editing, Vocabulary, Research

    4.8
    Rating, 4.8 out of 5 stars
    ·
    173 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Study Skills for University Success

    Skills you'll gain: Learning Styles, Learning Strategies, Time Management, Honesty, Verbal Communication Skills, Social Skills, Personal Integrity, Organizational Skills, Active Listening, Literacy, Communication, Higher Education, Planning, Interpersonal Communications, Adaptability, Relationship Building, digital literacy

    4.7
    Rating, 4.7 out of 5 stars
    ·
    150 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Teaching Tips for Tricky English Grammar

    Skills you'll gain: Grammar, English Language, Vocabulary, Language Learning

    4.3
    Rating, 4.3 out of 5 stars
    ·
    64 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    Università di Napoli Federico II

    English Advanced C1

    Skills you'll gain: Vocabulary, Oral Expression, English Language, Language Competency, Writing, Grammar, Literacy, Oral Comprehension, Language Learning, Liberal Arts, Media and Communications, Environmental Issue, Music, Economics

    4.5
    Rating, 4.5 out of 5 stars
    ·
    51 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free
    Free
    U

    University of Washington

    Lesson | Business English Skills: How to Write Effective Openings and Closings to Emails

    Skills you'll gain: Business Communication, English Language, Business Writing, Business Correspondence, Communication, Professional Networking, Relationship Building, Writing

    4.5
    Rating, 4.5 out of 5 stars
    ·
    531 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Intermediate Grammar Project

    Skills you'll gain: Grammar, Multimedia, Language Learning, English Language, Language Competency, Content Creation, Writing, Photo/Video Production and Technology, Electronic Media, Digital Publishing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    184 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    P

    Pontificia Universidad Católica de Chile

    Descubre el Chino Mandarín: Aprendizaje desde cero

    Skills you'll gain: Vocabulary, Language Competency, Language Learning, Oral Comprehension

    4.9
    Rating, 4.9 out of 5 stars
    ·
    95 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    Arizona State University

    Inglés Empresarial: Finanzas y Economía

    Skills you'll gain: Business Ethics, Business Correspondence, Ethical Standards And Conduct, Negotiation, Purchasing, Business Writing, Business Communication, Decision Making, Financial Auditing, Forecasting, Auditing, Communication, Budgeting, Influencing, Vocabulary, English Language, Leadership, Financial Forecasting, Oral Expression, Finance

    4.7
    Rating, 4.7 out of 5 stars
    ·
    412 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    Università di Napoli Federico II

    English Intermediate B1.2

    Skills you'll gain: English Language, Vocabulary, Language Competency, Stress Management, Education and Training, Higher Education, Medical Terminology, Language Learning, Formal Learning, Environmental Issue, Grammar, Climate Change Mitigation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    220 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    The Pronunciation of American English Project

    Skills you'll gain: Oral Comprehension, English Language, Language Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    134 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    S

    Sungkyunkwan University

    A Bridge to the World: Korean Language for Advanced â… 

    Skills you'll gain: Language Learning, Oral Comprehension, Oral Expression, Vocabulary, Culture, Language Competency, Writing, Ethical Standards And Conduct

    4.9
    Rating, 4.9 out of 5 stars
    ·
    131 reviews

    Advanced · Course · 1 - 3 Months

1…697071…792

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

  • Basic English Skills: Travel : University of California, Davis
  • Spanish Vocabulary Project: University of California, Davis
  • Study Skills for University Success: University of California, Irvine
  • Teaching Tips for Tricky English Grammar: University of California, Irvine
  • English Advanced C1: Università di Napoli Federico II
  • Lesson | Business English Skills: How to Write Effective Openings and Closings to Emails: University of Washington
  • Intermediate Grammar Project: University of California, Irvine
  • Descubre el Chino Mandarín: Aprendizaje desde cero: Pontificia Universidad Católica de Chile
  • Inglés Empresarial: Finanzas y Economía: Arizona State University
  • English Intermediate B1.2: Università di Napoli Federico II

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