• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
Log In
Join for Free
Coursera
  • Browse
  • Unsupervised Learning

Unsupervised Learning Courses Online

Study unsupervised learning for machine learning. Learn about clustering, dimensionality reduction, and anomaly detection techniques.

Skip to search results

Filter by

Subject
Required
 *

Language
Required
 *

The language used throughout the course, in both instruction and assessments.

Learning Product
Required
 *

Build job-relevant skills in under 2 hours with hands-on tutorials.
Learn from top instructors with graded assignments, videos, and discussion forums.
Learn a new tool or skill in an interactive, hands-on environment.
Get in-depth knowledge of a subject by completing a series of courses and projects.
Earn career credentials from industry leaders that demonstrate your expertise.
Earn career credentials while taking courses that count towards your Master’s degree.
Earn your Bachelor’s or Master’s degree online for a fraction of the cost of in-person learning.
Complete graduate-level learning without committing to a full degree program.
Earn a university-issued career credential in a flexible, interactive format.

Level
Required
 *

Duration
Required
 *

Skills
Required
 *

Subtitles
Required
 *

Educator
Required
 *

Explore the Unsupervised Learning Course Catalog

  • Status: Preview
    Preview
    P

    Peking University

    现代汉语核心语法

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

    4.7
    Rating, 4.7 out of 5 stars
    ·
    102 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Arizona State University

    Inglés Empresarial: el márketing y ventas

    Skills you'll gain: Sales Presentations, Graphic Design, Brainstorming, Verbal Communication Skills, Presentations, Communication, English Language, Advertising, Business Correspondence, Public Speaking, Persuasive Communication, Business Writing, Marketing Communications, Business Communication, Business Marketing, Communication Strategies, Marketing, Marketing Psychology, Professional Networking, Vocabulary

    4.8
    Rating, 4.8 out of 5 stars
    ·
    324 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Academic Success for English Learners

    Skills you'll gain: Differentiated Instruction, Instructional Strategies, Learning Strategies, Special Education, Teaching, Individualized Education Programs (IEP), Student Engagement, Lesson Planning, Developmental Disabilities, Language Learning, Cultural Responsiveness

    4.6
    Rating, 4.6 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Michigan

    Preparing for Graduate Study in the U.S.: A course for international students

    Skills you'll gain: Diversity Awareness, Intercultural Competence, Teamwork, Cultural Diversity, Collaboration, Verbal Communication Skills, Student Support and Services, Professional Development, English Language, Research, Professionalism, Higher Education, Communication, Adaptability, Communication Strategies, Public Speaking, Community Development, Relationship Building, Vocabulary, Writing

    4.3
    Rating, 4.3 out of 5 stars
    ·
    59 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    Universidad Autónoma Metropolitana

    Reading and Comprehension of Text in English

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

    4.2
    Rating, 4.2 out of 5 stars
    ·
    91 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Arizona State University

    Business English: Marketing and Sales

    Skills you'll gain: Sales Presentations, Brainstorming, Selling Techniques, Marketing Communications, Business Correspondence, Advertising, Business Marketing, Promotional Strategies, Presentations, Consultative Selling, Persuasive Communication, Employee Surveys, Product Promotion, Communication Strategies, Vocabulary

    4.7
    Rating, 4.7 out of 5 stars
    ·
    685 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Project: Writing a Research Paper

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

    4.8
    Rating, 4.8 out of 5 stars
    ·
    475 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Essential English for University Success

    Skills you'll gain: Learning Styles, Discussion Facilitation, Verbal Communication Skills, Public Speaking, Learning Strategies, Time Management, Communication, Writing, Personal Integrity, Organizational Skills, Active Listening, Literacy, Higher Education, Research, Social Skills, Interpersonal Communications, Student Engagement, Grammar, Editing, Ethical Standards And Conduct

    4.7
    Rating, 4.7 out of 5 stars
    ·
    285 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    P

    Peking University

    Chinese Characters for beginner (2) 汉字(2)

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

    4.7
    Rating, 4.7 out of 5 stars
    ·
    198 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Automatic Data Processing, Inc. (ADP)

    ADP Entry-Level Payroll Specialist

    Skills you'll gain: Payroll, Payroll Processing, Payroll Systems, Payroll Tax, Payroll Reporting, Payroll Administration, Data Entry, Employee Onboarding, Labor Compliance, Labor Law, Compensation Management, Human Resource Strategy, Compensation and Benefits, Non-Profit Accounting, Payment Processing and Collection, Tax Compliance, Benefits Administration, Specialized Accounting, Record Keeping, Data Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    645 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Preview
    Preview
    N

    National Taiwan University

    是誰在說話 -- 可愛的臺灣。(Intermediate Chinese)

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

    4.8
    Rating, 4.8 out of 5 stars
    ·
    199 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    T

    Tsinghua University

    Just Reading and Writing English 1

    Skills you'll gain: Cultural Diversity, Cultural Sensitivity, Mental Health, Learning Strategies, Emotional Intelligence, English Language, Literacy, Grammar, Higher Education, Communication, Vocabulary

    4.5
    Rating, 4.5 out of 5 stars
    ·
    120 reviews

    Intermediate · Course · 1 - 3 Months

Unsupervised Learning learners also search

Machine Learning
Deep Learning
Applied Machine Learning
Beginner Machine Learning
Machine Learning Projects
Beginner Deep Learning
Deep Learning Projects
Advanced Machine Learning
1…585960…472

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

  • 现代汉语核心语法: Peking University
  • Inglés Empresarial: el márketing y ventas: Arizona State University
  • Academic Success for English Learners: Rice University
  • Preparing for Graduate Study in the U.S.: A course for international students: University of Michigan
  • Reading and Comprehension of Text in English: Universidad Autónoma Metropolitana
  • Business English: Marketing and Sales: Arizona State University
  • Project: Writing a Research Paper: University of California, Irvine
  • Essential English for University Success: University of California, Irvine
  • Chinese Characters for beginner (2) 汉字(2): Peking University
  • ADP Entry-Level Payroll Specialist: Automatic Data Processing, Inc. (ADP)

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