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Learner Reviews & Feedback for Exploratory Data Analysis for Machine Learning by IBM

4.6

stars

2,406 ratings

About the Course

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....

Top reviews

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.

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.

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251 - 275 of 483 Reviews for Exploratory Data Analysis for Machine Learning

By DEBANJAN B

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Jan 27, 2021

Awesome contend

By Akhmetova D Z

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Feb 6, 2025

That was cool!

By Kamalchand B

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Oct 30, 2024

HELPFUL COURSE

By Sagar G

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Sep 21, 2024

great learning

By Alisahib G

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Sep 30, 2023

BEST ML course

By Sunny B

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May 22, 2023

Just Awesome..

By Mukaila A

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Sep 24, 2022

Great course!

By Juan C J V

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Jul 5, 2022

Muy buen curso

By Harshitha B

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Aug 5, 2025

good platform

By Upwork J

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Oct 6, 2022

Nice Teacher

By ĐOÀN T C A

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Aug 15, 2025

great course

By ismail g

•

Jan 25, 2025

Great course

By Lizeth D B S

•

Oct 27, 2024

muy completo

By GANESH G

•

Oct 25, 2024

good advised

By PRINCE R R

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Sep 26, 2024

very helpful

By Samiulhaq C

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May 15, 2022

Great Course

By moses k

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Mar 16, 2022

Great course

By RAHUL G

•

Jun 1, 2021

nice course!

By Nelson M

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Dec 15, 2020

Eye opening!

By Osama O

•

Aug 5, 2025

nice course

By Veeresh I

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Jul 7, 2025

Good Course

By Hanan A

•

May 1, 2025

it was good

By Marran R

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Apr 20, 2025

was perfect

By Manthar S

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Feb 24, 2025

it was good

By Nandana E C

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Jan 11, 2025

nice course