Chevron Left
Back to Unsupervised Machine Learning

Learner Reviews & Feedback for Unsupervised Machine Learning by IBM Skills Network

4.7
stars
143 ratings

About the Course

This course introduces you to one of the main types of Machine Learning: Unsupervised Learning. You will learn how to find insights from data sets that do not have a target or labeled variable. You will learn several clustering and dimension reduction algorithms for unsupervised learning as well as how to select the algorithm that best suits your data. The hands-on section of this course focuses on using best practices for unsupervised learning. By the end of this course you should be able to: Explain the kinds of problems suitable for Unsupervised Learning approaches Explain the curse of dimensionality, and how it makes clustering difficult with many features Describe and use common clustering and dimensionality-reduction algorithms Try clustering points where appropriate, compare the performance of per-cluster models Understand metrics relevant for characterizing clusters Who should take this course? This course targets aspiring data scientists interested in acquiring hands-on experience with Unsupervised Machine Learning techniques in a business setting.   What skills should you have? To make the most out of this course, you should have familiarity with programming on a Python development environment, as well as fundamental understanding of Data Cleaning, Exploratory Data Analysis, Calculus, Linear Algebra, Probability, and Statistics....

Top reviews

AD

Apr 18, 2021

It is a beautifully crafted course that looks at various clustering algorithms. More importantly, show the pros and cons of each algorithm/technique based on different patterns.

AF

Nov 6, 2020

Great course and very well structured. I'm really impressed with the instructor who give thorough walkthrough to the code.

Filter by:

1 - 25 of 32 Reviews for Unsupervised Machine Learning

By Hossam G M

Oct 4, 2021

By Anish D

Apr 19, 2021

By Abdillah F

Nov 7, 2020

By Ashish P

Mar 13, 2021

By Léa Z

Apr 18, 2021

By Tech S

Sep 2, 2021

By az

May 10, 2022

By Sid C

Apr 5, 2022

By SMRUTI R D

Sep 20, 2021

By Alparslan T

Jan 6, 2022

By anand v

Jul 6, 2021

By MAURICIO C

May 22, 2021

By george s

Sep 3, 2021

By Marwan K

Feb 22, 2022

By Luis P S

Jun 2, 2021

By My B

Apr 23, 2021

By Nikolas R W

Dec 26, 2020

By Krishnendu D

Apr 11, 2022

By Jose M

Jan 25, 2021

By Saraswati P

Oct 23, 2021

By Veronica A T S

Jun 27, 2021

By Volodymyr

Aug 5, 2021

By Wissam Z

Oct 10, 2021

By Uğur K

Aug 23, 2020

By Bernard F

Jan 26, 2021