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学生对 IBM 提供的 Unsupervised Machine Learning 的评价和反馈

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346 个评分

课程概述

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....

热门审阅

AT

Oct 29, 2022

Excellent course on unsupervised ML. Clustering, dimensionality reduction and even classification are very well explained and practiced with high level coding on Python. Thanks IBM.

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.

筛选依据：

26 - Unsupervised Machine Learning 的 50 个评论（共 57 个）

创建者 Jose M

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Jan 25, 2021

Again, congrats to the instructor on the videos.

创建者 Saraswati P

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Oct 23, 2021

Well structured course with many examples

创建者 Veronica A T S

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Jun 27, 2021

i wouuld have liked a notebook on dbscan

创建者 Volodymyr

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Aug 5, 2021

Well balanced course, I recommend

创建者 Mandy W

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Oct 21, 2024

Learned a lot, I like the Labs

创建者 wissam m

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Oct 10, 2021

Very Professional course

创建者 NgocTTM4

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Jun 20, 2023

Thank you instructors!

创建者 Uğur K

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Aug 23, 2020

Very tidy explanations

创建者 Renato C M C

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Nov 24, 2023

um curso sensacional

创建者 Bernard F

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Jan 26, 2021

An excellent course!

创建者 Sisonke S

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Mar 3, 2023

I love the lectures

创建者 sandip p

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Dec 5, 2025

Very nice project

创建者 Victor M C

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Jul 27, 2024

exelente curso

创建者 Simeon M

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Sep 13, 2021

Exceptional!

创建者 Pierluigi A

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Jan 20, 2021

great course

创建者 Taha S

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Jul 31, 2025

good course

创建者 Cui Y

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Jan 13, 2022

Thank you!

创建者 Janier R

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Mar 4, 2024

thank you

创建者 fernandes m

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Mar 10, 2021

very good

创建者 Kaumil A

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Feb 26, 2021

Awesome

创建者 Neha N

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Nov 22, 2025

good

创建者 Rahul C

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Aug 15, 2025

good

创建者 Soham D

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Apr 27, 2025

good

创建者 Poonam K

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Jan 9, 2025

good

创建者 SHUBHAM K

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Jun 3, 2022

good