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学生对 IBM 提供的 Exploratory Data Analysis for Machine Learning 的评价和反馈

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2,541 个评分

课程概述

This first course in the IBM Machine Learning Professional Certificate introduces you to Machine Learning and the content of the professional certificate. In this course you will realize the importance of good, quality data. You will learn common techniques to retrieve your data, clean it, apply feature engineering, and have it ready for preliminary analysis and hypothesis testing. By the end of this course you should be able to: Retrieve data from multiple data sources: SQL, NoSQL databases, APIs, Cloud  Describe and use common feature selection and feature engineering techniques Handle categorical and ordinal features, as well as missing values Use a variety of techniques for detecting and dealing with outliers Articulate why feature scaling is important and use a variety of scaling techniques   Who should take this course? This course targets aspiring data scientists interested in acquiring hands-on experience  with Machine Learning and Artificial Intelligence 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 Calculus, Linear Algebra, Probability, and Statistics....

热门审阅

AK

Jul 17, 2025

More example in simplified way could help new learner to understand. Overall I really like this course. This help us to crack some of good area where I need to re-work .

BD

Apr 23, 2024

The course includes hands-on exercises that allows us to apply the learned EDA techniques to real-world data. This practical approach helps solidify my understanding.

筛选依据：

201 - Exploratory Data Analysis for Machine Learning 的 225 个评论（共 515 个）

创建者 Advyth V A

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Apr 2, 2025

Awesome Course, Great Insights!

创建者 Ritesh K

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Oct 8, 2023

polished my basics. feel better

创建者 Harsh K

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Sep 29, 2023

Very knowledgable and practical

创建者 GUILLERMO C M

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Feb 17, 2026

Muy buen curso, aprendí mucho!

创建者 Srikrishnan

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Aug 4, 2022

Very good course for beginners

创建者 Россихин А М

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Nov 15, 2021

The course is well structured!

创建者 Mhd B A 2

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Oct 22, 2025

Materi yang sangat bermanfaat

创建者 Muneeb K

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Aug 13, 2023

absolutely Amazing journey 👏

创建者 Mallavarapu K J 2

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May 1, 2023

learning something new things

创建者 Moses K

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Nov 29, 2021

i want to decline this course

创建者 SEPTADA R

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Oct 23, 2025

very good, and easy to learn

创建者 Owais A

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Apr 27, 2025

very detailed and infomative

创建者 HASBI F V

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Oct 8, 2023

suitable for beginners in ai

创建者 Mares S

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Sep 17, 2023

membuat tmbah pemahaman saya

创建者 TIRTH A M

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Aug 3, 2023

best course i have ever done

创建者 fakhar h

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Apr 6, 2023

The course is well designed.

创建者 ehsan r

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Nov 2, 2022

it is the best online course

创建者 Yashraj T

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Oct 2, 2022

Great To learn the concepts

创建者 Dat N

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Mar 12, 2022

Very detailed course for EDA

创建者 Ruhul A

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Mar 11, 2025

it was a pretty good course

创建者 Oussama L

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Nov 22, 2022

I don't need tis formation

创建者 Garrett T

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Jun 17, 2022

Great course for beginners

创建者 Andrey G

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Jun 5, 2021

Great materials to learn.

创建者 manish k g

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Feb 11, 2021

it was a nice experience .

创建者 Pratik S

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Oct 4, 2024

its very practical course