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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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2,543 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 .

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.

筛选依据：

151 - Exploratory Data Analysis for Machine Learning 的 175 个评论（共 515 个）

创建者 Alexander A

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Aug 23, 2024

excellent course design with lots of labs and quizzes

创建者 Bernard F

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Oct 29, 2020

I acquired excellent knowledge on the subject matter

创建者 gunjan v

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Dec 22, 2024

The course was tremendous and its a great learning!

创建者 Nicholas W T

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Sep 29, 2022

Excellent instruction. Comprehensive and condense.

创建者 Nicola M

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Sep 10, 2024

Extremely well done introduction to data analysis!

创建者 DEVANI R

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Mar 10, 2022

this couse very east for understanding and usefull

创建者 Waqar A

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Aug 25, 2023

Outstanding course content, Learned lot of things

创建者 Ali G A H

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Jul 5, 2022

this is the best course i've take in this website

创建者 Joshua O

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Jun 13, 2025

Very detailed, in-depth and simple to understand

创建者 Ihsan U

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Jan 20, 2025

this was some amazing course to build my carrier

创建者 Parth B

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Apr 5, 2023

Very helpful for BTech CSE in Bennett University

创建者 Verny H M B

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Feb 6, 2023

Great review in statistics and python programing

创建者 Deleted A

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Sep 3, 2022

An exellent course it is so friendly i like it.

创建者 Ananda k

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Oct 18, 2024

IT WILL GIVE BETTER UNDERSTANTING OF AL AND ML

创建者 Shawn G

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Jun 9, 2023

Excellent and challenging introductory course.

创建者 sinan u

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Oct 9, 2021

this course very helpfull for EDA techniques

创建者 Rorisang S

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Apr 30, 2021

I loved this course. Not intimidating at all.

创建者 Stuti D

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Nov 12, 2025

I really liked this course very informative.

创建者 JAYSWAL S B

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Jun 13, 2025

it is good course for learn machine learning

创建者 MOHAMMED A R

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Nov 1, 2024

I had learned and gained a lots of knowledge

创建者 Sawanapally B

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Oct 8, 2024

Very informative , explanation is very clear

创建者 Sanjo S

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Jun 14, 2022

It was really great and awesome. Enjoyed it!

创建者 Luong T H

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Dec 21, 2020

I have learned a lots about Machine learning

创建者 Santiago D S

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Mar 30, 2021

Nice approach to exploratory data analysis.

创建者 TRISHITA M

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Jul 9, 2023

This course is really very helpful for me.