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

4.6
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2,477 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

AP

Feb 25, 2023

This course was amazing. I always assumed that EDA was the challenging part of ML, But in this course I found it so cool. can't wait for the next course.

DS

Nov 30, 2020

The only reason that I do not give it 5 stars is because the website of coursera is not good enough to handle the peer review assignments at the end of the course.

筛选依据：

226 - Exploratory Data Analysis for Machine Learning 的 250 个评论（共 502 个）

创建者 Thach T T ( H

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May 29, 2023

This course is so great !

创建者 AMENALLAH B

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Mar 29, 2023

I really like this course

创建者 sanket g

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Aug 8, 2022

Excellent Lab Work.

Thanks

创建者 Subham D

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Mar 6, 2025

Best course very helpful

创建者 David G

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Aug 2, 2021

awesome course. Love it

创建者 morteza a

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Jul 8, 2023

perfect perfect perfect

创建者 Tayfun K

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Jul 12, 2022

Thank you. It was great

创建者 I P W

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Mar 25, 2025

Very good and worth it

创建者 Alejandro M

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Sep 13, 2024

Very good introduction

创建者 JEEVANESH.S

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Jul 9, 2025

Very Good explanation

创建者 Sharjeel J

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Feb 6, 2024

very Execelent course

创建者 Rocio M L

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Dec 13, 2023

exactly what I needed

创建者 Nandhini P

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Oct 13, 2025

Very usefull session

创建者 Poornimaa K

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Dec 14, 2024

Interesting to learn

创建者 Sabarigirisan� N

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Dec 13, 2024

Very Valuable Course

创建者 NAVIN K G

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Oct 18, 2024

Good Cource for me .

创建者 Ranganath B

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Oct 28, 2025

Excellent course+++

创建者 Arthur M

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Mar 6, 2024

Ótima a experiência

创建者 RAJIB K

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May 29, 2023

it's a good course.

创建者 ali p

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Jan 31, 2022

it's a great course

创建者 Max S

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Oct 13, 2025

Very good teacher!

创建者 VEERAMREDDY N K R

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Oct 27, 2021

Good course on EDA

创建者 Volodymyr

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Jul 6, 2021

Very good! Thanks.

创建者 ASTICK K

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Nov 18, 2024

ITS GOOD TO LERAN

创建者 Alfonso S H S

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Jul 22, 2024

Excellent quality