• 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: Preview
    Preview
    P

    Peking University

    More Chinese for Beginners

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

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.4K 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, Education and Training, Language Learning, Formal Learning, Interpersonal Communications, Environmental Issue, Grammar, Climate Change Mitigation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    199 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    S

    Sungkyunkwan University

    The Korean Alphabet: An Introduction to Hangeul

    Skills you'll gain: Language Learning, Language Competency, Literacy, Vocabulary, Ancient History

    4.7
    Rating, 4.7 out of 5 stars
    ·
    501 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    N

    Novartis

    Clinical Trials: Good Clinical Practice

    Skills you'll gain: Good Clinical Practices (GCP), Informed Consent, Institutional Review Board (IRB), Clinical Research Ethics, Clinical Research Coordination, Clinical Research, Clinical Trials, Clinical Data Management, Drug Development, Patient Education And Counseling, Record Keeping, Clinical Documentation, Regulatory Compliance, Document Management, Health Equity, Electronic Medical Record, Patient Communication, Risk Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    679 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    R

    Rice University

    English and Academic Preparation - Pre-Collegiate

    Skills you'll gain: Oral Comprehension, Critical Thinking, Learning Strategies, Active Listening, Literacy, English Language, Vocabulary, Grammar, Research, Analytical Skills

    4.7
    Rating, 4.7 out of 5 stars
    ·
    587 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    Shanghai Jiao Tong University

    Mandarin Chinese 1: Chinese for Beginners

    Skills you'll gain: Language Learning, Cultural Sensitivity, Cultural Diversity, Culture, Vocabulary, Oral Comprehension, Grammar

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.4K reviews

    Beginner · Course · 1 - 3 Months

  • 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

    4.4
    Rating, 4.4 out of 5 stars
    ·
    56 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Questions, Present Progressive and Future Tenses

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

    4.9
    Rating, 4.9 out of 5 stars
    ·
    1.1K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Vowels of American English Pronunciation

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

    4.9
    Rating, 4.9 out of 5 stars
    ·
    270 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Advanced Writing

    Skills you'll gain: Writing, Grammar, Editing, Proofreading, Peer Review

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    Universidade Estadual de Campinas

    Pluralidades em Português Brasileiro

    Skills you'll gain: Oral Comprehension, Language Competency, Literacy, Vocabulary, Culture, Language Learning, Cultural Diversity, Intercultural Competence, Cultural Sensitivity, Grammar

    4.8
    Rating, 4.8 out of 5 stars
    ·
    945 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Shanghai Jiao Tong University

    Learn Mandarin Chinese

    Skills you'll gain: Oral Comprehension, Language Learning, Cultural Sensitivity, Cultural Diversity, Culture, Vocabulary, Language Competency, Grammar

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.7K reviews

    Beginner · Specialization · 3 - 6 Months

Searches related to unsupervised learning

unsupervised learning, recommenders, reinforcement learning
supervised learning
advanced ml algorithms & unsupervised learning
unsupervised algorithms in machine learning
trees, svm and unsupervised learning
applied unsupervised learning in python
unsupervised learning and its applications in marketing
supervised machine learning: regression
1…535455…505

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

  • More Chinese for Beginners: Peking University
  • English Intermediate B1.2: Università di Napoli Federico II
  • The Korean Alphabet: An Introduction to Hangeul: Sungkyunkwan University
  • Clinical Trials: Good Clinical Practice: Novartis
  • English and Academic Preparation - Pre-Collegiate: Rice University
  • Mandarin Chinese 1: Chinese for Beginners: Shanghai Jiao Tong University
  • Teaching Tips for Tricky English Grammar: University of California, Irvine
  • Questions, Present Progressive and Future Tenses: University of California, Irvine
  • Vowels of American English Pronunciation: University of California, Irvine
  • Advanced Writing: University of California, Irvine

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

  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • English Speaking
  • Generative AI (GenAI)
  • Microsoft Excel
  • Microsoft Power BI
  • Project Management
  • Python

Certificates & Programs

  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM Data Analyst Certificate
  • IBM Data Science Certificate
  • Machine Learning Certificate
  • Microsoft Power BI Data Analyst Certificate
  • UI / UX Design Certificate

Industries & Careers

  • Business
  • Computer Science
  • Data Science
  • Education & Teaching
  • Engineering
  • Finance
  • Healthcare
  • Human Resources (HR)
  • Information Technology (IT)
  • Marketing

Career Resources

  • Career Aptitude Test
  • Examples of Strengths and Weaknesses for Job Interviews
  • High-Income Skills to Learn
  • How Does Cryptocurrency Work?
  • How to Highlight Duplicates in Google Sheets
  • How to Learn Artificial Intelligence
  • Popular Cybersecurity Certifications
  • Preparing for the PMP Certification
  • Signs You Will Get the Job After an Interview
  • What Is Artificial Intelligence?

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
  • Share your Coursera learning story

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
© 2025 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok