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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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2,546 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

KG

Nov 4, 2022

Good introduction to the workflow in EDA for ML. I appreciate the code examples that provide a useful reference to code syntax and some practice with EDA.

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：

276 - Exploratory Data Analysis for Machine Learning 的 300 个评论（共 516 个）

创建者 Lizeth D B S

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Oct 27, 2024

muy completo

创建者 GANESH G

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Oct 24, 2024

good advised

创建者 PRINCE R R

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Sep 26, 2024

very helpful

创建者 Samiulhaq C

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May 15, 2022

Great Course

创建者 moses k

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Mar 16, 2022

Great course

创建者 RAHUL G

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May 31, 2021

nice course!

创建者 Nelson M

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Dec 15, 2020

Eye opening!

创建者 FAIRUZ A G

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Nov 26, 2025

good lesson

创建者 Abhishek G

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Nov 22, 2025

Good course

创建者 BERLIAN K

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Oct 27, 2025

nice course

创建者 Durgadevi K

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Oct 13, 2025

Very useful

创建者 Osama O

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Aug 5, 2025

nice course

创建者 Veeresh I

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Jul 7, 2025

Good Course

创建者 Hanan A

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May 1, 2025

it was good

创建者 Marran R

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Apr 20, 2025

was perfect

创建者 Manthar S

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Feb 23, 2025

it was good

创建者 Nandana E C

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Jan 10, 2025

nice course

创建者 CHANDRA B

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Nov 16, 2024

Good Course

创建者 Sagnik B

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Nov 13, 2024

NIce course

创建者 Maldev S C

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Dec 12, 2023

First Class

创建者 Suffiyan A

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Feb 28, 2023

Great work!

创建者 Lutvi A

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Mar 3, 2022

very nice!

创建者 Soha S

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Jan 1, 2022

Thanks IBM

创建者 Maxwell N

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Sep 15, 2020

Nice course

创建者 Brandon T V

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Dec 22, 2024

very good