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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

NS

Nov 23, 2021

The course is exceptional and a huge learning opportunity for Exploratory Data Analysis. The final project is the best part of the course and helps to apply the concepts to real life data.

ML

Sep 21, 2021

Excellent, very detailed. However, if the lessons can be expand for hypothesis testing and some of their common test like T test, Anova 1 and 2 way, chi square,..it would be better further.

筛选依据：

301 - Exploratory Data Analysis for Machine Learning 的 325 个评论（共 515 个）

创建者 Paola L S

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Dec 2, 2022

Excelente.

创建者 Chanthalee X

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May 12, 2022

very nice!

创建者 Cui Y

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Jan 13, 2022

Thank you!

创建者 Sohan S V

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Nov 3, 2020

osm course

创建者 Abdulaziz

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Dec 14, 2025

Excellent

创建者 Mohammed A

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Dec 14, 2025

Excellent

创建者 Jose E V V

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Aug 26, 2025

muito bom

创建者 Ling L Z

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Jun 25, 2025

VERY GOOD

创建者 SHOAIB J

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Feb 24, 2025

very nice

创建者 Eman T

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Jan 6, 2025

excellent

创建者 Himanshi S

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Oct 5, 2024

excellent

创建者 SUBROTO M

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Sep 20, 2024

Excellent

创建者 Ignacio R J

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Aug 1, 2024

Excelente

创建者 Victor M C

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Jun 4, 2024

very good

创建者 Ghizlane A

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Sep 13, 2023

thank you

创建者 VICKY K

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Apr 29, 2023

AWESOME!!

创建者 PRAVAT P

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Apr 7, 2023

Wonderful

创建者 Sri A K

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Mar 8, 2023

Loved it

创建者 Molini U

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Jan 18, 2023

excellent

创建者 Rohit Y

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Jul 11, 2022

Excellent

创建者 ABHIJIT B

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Jan 24, 2021

Very good

创建者 Vitor R

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Nov 24, 2020

Awesome!!

创建者 Jhosep S L C

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Sep 1, 2025

ok check

创建者 OMKAR C

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Feb 22, 2024

All Good

创建者 Rohit K

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Jan 14, 2021

good one