• 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
    K

    Khalifa University

    Arabic for Beginners: Arabic Alphabet and Phonology

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

    4.6
    Rating, 4.6 out of 5 stars
    ·
    87 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, Personal Integrity, Organizational Skills, Active Listening, Literacy, Communication, Higher Education, Interpersonal Communications, Student Engagement, Blended Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    140 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    S

    Sungkyunkwan University

    A Bridge to the World: Korean Language for Advanced Ⅰ

    Skills you'll gain: Language Learning, Oral Comprehension, Vocabulary, Culture, Language Competency, Cultural Diversity, Discussion Facilitation, Writing

    4.9
    Rating, 4.9 out of 5 stars
    ·
    130 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Preview
    Preview
    P

    Peking University

    Chinese Characters for beginner (2) 汉字(2)

    Skills you'll gain: Vocabulary, Oral Comprehension, Language Learning, Language Interpretation, Translation, and Studies, Literacy

    4.7
    Rating, 4.7 out of 5 stars
    ·
    198 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    IELTS Reading Section Skills Mastery

    Skills you'll gain: Quick Learning, Time Management, Learning Strategies, Literacy, Vocabulary, English Language

    4.6
    Rating, 4.6 out of 5 stars
    ·
    490 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    S

    Shanghai Jiao Tong University

    Training and Practicing in English Public Speaking

    Skills you'll gain: Public Speaking, Active Listening, English Language, Verbal Communication Skills, Communication, Critical Thinking, Creative Thinking, Stress Management, Adaptability, Self-Awareness

    4.6
    Rating, 4.6 out of 5 stars
    ·
    298 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Peking University

    Chinese for HSK 3 PART I

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

    4.8
    Rating, 4.8 out of 5 stars
    ·
    646 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    V

    Voxy

    English Language Skills A1-A2 CEFR: Beginner

    Skills you'll gain: Patient Communication, English Language, Verbal Communication Skills, Interpersonal Communications, Oral Comprehension, Social Skills, Vocabulary, Language Learning, Professional Development, Active Listening, Communication, Education Software and Technology, Grammar, Personal Development, Self-Awareness, Literacy

    4.4
    Rating, 4.4 out of 5 stars
    ·
    52 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Washington

    Business English: Meetings

    Skills you'll gain: Proposal Writing, Business Writing, Taking Meeting Minutes, Business Correspondence, Meeting Facilitation, Setting Appointments, Management Reporting, Business Reporting, Writing, Oral Expression, Business Communication, English Language, Office Procedures, Verbal Communication Skills, Oral Comprehension, Telephone Skills, Vocabulary, Scheduling

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.1K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Simple Past Tense

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

    4.9
    Rating, 4.9 out of 5 stars
    ·
    1K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Peking University

    Chinese for HSK 3 PART II

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

    4.8
    Rating, 4.8 out of 5 stars
    ·
    282 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Arizona State University

    Business English: Management and Leadership

    Skills you'll gain: Meeting Facilitation, Business Communication, Business Correspondence, Telephone Skills, Writing, Employee Coaching, Business Leadership, English Language, Staff Management, Recruitment, Verbal Communication Skills, Team Building, Communication

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.5K reviews

    Intermediate · Course · 1 - 3 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…575859…505

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

  • Arabic for Beginners: Arabic Alphabet and Phonology: Khalifa University
  • Study Skills for University Success: University of California, Irvine
  • A Bridge to the World: Korean Language for Advanced Ⅰ: Sungkyunkwan University
  • Chinese Characters for beginner (2) 汉字(2): Peking University
  • IELTS Reading Section Skills Mastery: University of California, Irvine
  • Training and Practicing in English Public Speaking: Shanghai Jiao Tong University
  • Chinese for HSK 3 PART I: Peking University
  • English Language Skills A1-A2 CEFR: Beginner: Voxy
  • Business English: Meetings: University of Washington
  • Simple Past Tense: 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