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15 Best Unsupervised Learning Courses on Coursera

We compared 15 Unsupervised Learning courses currently listed on Coursera, priced from $49.00 to $49.00. 9 come from a named university or institution, including University of Colorado Boulder, H2O.ai and Johns Hopkins University. They are ordered by our CourseAsk score, which is built from how thoroughly each course describes what it teaches, whether it comes from a named institution, and how it compares on price — not from star ratings, which our course data does not include.

Courses compared
15
Price range
$49.00 – $49.00
Providers
Coursera
Last updated
5 Sep 2026
How these 15 courses were chosen

Every course below is a real, currently listed course from Coursera, matched to "unsupervised learning" by our catalog and ordered by our CourseAsk score. Courses whose own title names the topic rank above those only tagged with it.

The grade on each entry scores how much the provider publishes about the course before you pay — the length and detail of the description, whether it lists learning outcomes and objectives — and whether a named university or institution stands behind it. A is fully documented and institution-backed; E is little more than a title and a price. Courses with almost nothing published are left ungraded rather than marked down, because an unknown course and a poor one are not the same thing.

There are no star ratings on this page — the course feeds we license do not include them, and we would rather leave a column out than fill it with a number we cannot stand behind. What we do have is price: these range from $49.00 to $49.00, as listed by the provider when we last updated the page.

  1. 1
    Coursera Master's Degree Grade A Lowest price here University-backed

    Introduction to Machine Learning: Unsupervised Learning

    Offered by University of Colorado Boulder

    Introduction to Machine Learning: Unsupervised Learning explores how machines uncover structure, patterns, and relationships in data without labeled outcomes. In this course, you’ll learn how to analyze and visualize hig...

    $49.00
    listed price
  2. 2
    Coursera Certificate Grade A University-backed

    DataPrep for H2O Driverless AI

    Offered by H2O.ai

    This course, a component of H2O's University’s certification program, aims to equip participants with the requisite skills to effectively utilize our H2O's Driverless AI tool. Jonathan Farinela, Solutions Engineer at H2O...

    $49.00
    listed price
  3. 3
    Coursera MOOC / Non-credit Grade A University-backed

    Advanced Methods in Machine Learning Applications

    Offered by Johns Hopkins University

    The course "Advanced Methods in Machine Learning Applications" delves into sophisticated machine learning techniques, offering learners an in-depth understanding of ensemble learning, regression analysis, unsupervised le...

    $49.00
    listed price
  4. 4
    Coursera MOOC / Non-credit Grade A University-backed

    Machine Learning for Marketers

    Offered by University of Colorado System

    "Machine Learning for Marketers" is an advanced course tailored for professionals looking to integrate machine learning into their marketing strategies. This course uniquely focuses on both predictive analytics and decis...

    $49.00
    listed price
  5. 5
    Coursera Certificate Grade A University-backed

    Artificial Intelligence in Finance and Wealth Management

    Offered by University of Illinois Urbana-Champaign

    This 3-course specialization offers a comprehensive exploration of Artificial Intelligence (AI) and Machine Learning in financial planning and wealth management. Course one, "Machine Learning and Human Learning," examine...

    $49.00
    listed price
  6. 6
    Coursera Certificate Grade A University-backed

    Foundations of Neural Networks

    Offered by Johns Hopkins University

    This Specialization is intended for post-graduate students seeking to develop advanced skills in neural networks and deep learning. Through three courses, you will cover the mathematical theory behind neural networks, in...

    $49.00
    listed price
  7. 7
    Coursera MOOC / Non-credit Grade A University-backed

    Machine Learning

    Offered by Stanford University

    The Machine Learning Specialization is a foundational online program created in collaboration between DeepLearning.AI and Stanford Online. This beginner-friendly program will teach you the fundamentals of machine learnin...

    $49.00
    listed price
  8. 8
    Coursera MOOC / Non-credit Grade A University-backed

    Statistical Learning for Data Science

    Offered by University of Colorado Boulder

    Statistical Learning is a crucial specialization for those pursuing a career in data science or seeking to enhance their expertise in the field. This program builds upon your foundational knowledge of statistics and equi...

    $49.00
    listed price
  9. 9
    Coursera Certificate Grade A University-backed

    Applied Machine Learning

    Offered by Johns Hopkins University

    This specialization is intended for post-graduate students seeking to develop practical machine-learning skills applicable across various domains. Through three comprehensive courses, learners will explore core technique...

    $49.00
    listed price
  10. 10
    Coursera MOOC / Non-credit Grade A University-backed

    Advanced Malware and Network Anomaly Detection

    Offered by Johns Hopkins University

    The course "Advanced Malware and Network Anomaly Detection" equips learners with essential skills to combat advanced cybersecurity threats using artificial intelligence. This course takes a hands-on approach, guiding stu...

    $49.00
    listed price
  11. 11
    Coursera MOOC / Non-credit Grade A University-backed

    Machine Learning and Reinforcement Learning in Finance

    Offered by New York University

    The main goal of this specialization is to provide the knowledge and practical skills necessary to develop a strong foundation on core paradigms and algorithms of machine learning (ML), with a particular focus on applica...

    $49.00
    listed price
  12. 12
    Coursera Certificate Grade A University-backed

    The Nuts and Bolts of Machine Learning

    Offered by Google

    This is the fifth course in the Google Advanced Data Analytics Certificate. In this course, you’ll learn about machine learning, which uses algorithms and statistics to teach computer systems to discover patterns in data...

    $49.00
    listed price
  13. 13
    Coursera Certificate Grade A University-backed

    Machine Learning: Theory and Hands-on Practice with Python

    Offered by University of Colorado Boulder

    Machine Learning: Theory and Hands-on Practice with Python provides a comprehensive foundation in modern machine learning, spanning predictive modeling, unsupervised learning and visualization, and neural network–based a...

    $49.00
    listed price
  14. 14
    Coursera MOOC / Non-credit Grade A University-backed

    Machine Learning for Engineers: Algorithms and Applications

    Offered by Northeastern University

    This course covers practical algorithms and the theory for machine learning from a variety of perspectives. Topics include supervised learning (generative, discriminative learning, parametric, non-parametric learning, de...

    $49.00
    listed price
  15. 15
    Coursera MOOC / Non-credit Grade B

    Complete Visual Guide to Machine Learning

    Offered by Maven Analytics

    This course is for everyday people looking for an intuitive, beginner-friendly introduction to the world of machine learning and data science. Instead of memorizing complex math or writing code, we'll use simple, visual...

    $49.00
    listed price

Best Unsupervised Learning Courses on Coursera compared

# Course Provider Offered by Price
1 Introduction to Machine Learning: Unsupervised Learning Coursera University of Colorado Boulder $49.00 View →
2 DataPrep for H2O Driverless AI Coursera H2O.ai $49.00 View →
3 Advanced Methods in Machine Learning Applications Coursera Johns Hopkins University $49.00 View →
4 Machine Learning for Marketers Coursera University of Colorado System $49.00 View →
5 Artificial Intelligence in Finance and Wealth Management Coursera University of Illinois Urbana-Champaign $49.00 View →
6 Foundations of Neural Networks Coursera Johns Hopkins University $49.00 View →
7 Machine Learning Coursera Stanford University $49.00 View →
8 Statistical Learning for Data Science Coursera University of Colorado Boulder $49.00 View →
9 Applied Machine Learning Coursera Johns Hopkins University $49.00 View →
10 Advanced Malware and Network Anomaly Detection Coursera Johns Hopkins University $49.00 View →
11 Machine Learning and Reinforcement Learning in Finance Coursera New York University $49.00 View →
12 The Nuts and Bolts of Machine Learning Coursera Google $49.00 View →
13 Machine Learning: Theory and Hands-on Practice with Python Coursera University of Colorado Boulder $49.00 View →
14 Machine Learning for Engineers: Algorithms and Applications Coursera Northeastern University $49.00 View →
15 Complete Visual Guide to Machine Learning Coursera Maven Analytics $49.00 View →

Prices shown are the provider's listed price when we last updated this page. Confirm on their site before enrolling.

What the prices here tell you

The 15 priced courses on this page run from $49.00 to $49.00, with the middle of the range around $49.00 — a spread of $0.00. The options are closely priced, so cost is unlikely to be your deciding factor. A higher price on this page usually reflects who is behind the course rather than how much material it contains, so it is worth opening two or three at different price points and comparing their syllabus before deciding.

Who is behind these courses

These courses come from Coursera. Everything on this page is sold on the one platform, so the buying experience is the same whichever you pick. 9 of these are produced by a named university or institution, including University of Colorado Boulder, H2O.ai and Johns Hopkins University — which usually means a fixed syllabus and a recognised certificate, rather than an individual instructor’s own course.

Before you enrol

Open the provider’s own page and check three things this comparison cannot tell you: when the course was last updated, what the syllabus actually covers in its later sections, and what recent learners say. Prices shown here are the provider’s listed price when we last rebuilt this page on 5 September 2026 — they change often, and a promotion can move them substantially. We earn a commission if you enrol through our links, which costs you nothing and never affects the order courses appear in.

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