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Back to Exploratory Data Analysis for Machine Learning

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

4.6
stars
2,373 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聽 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 聽 Who should take this course? This course targets aspiring data scientists interested in acquiring hands-on experience聽 with Machine Learning and Artificial Intelligence in a business setting. 聽 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

HV

Nov 11, 2024

With my background on probability and statistics, I think this is a good course, where it can help me apply what i have learned. Not recommend for any one who hasn't taken a statistics course before.

AE

Sep 27, 2021

Very detailed course of Exploratory Data Analysis for Machine learning. Ready to take the next step in data science or Machine learning, this is great course for taking you to the next level.

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251 - 275 of 482 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 7, 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 23, 2023

Just Awesome..

By Mukaila A

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Sep 25, 2022

Great course!

By Juan C J V

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Jul 6, 2022

Muy buen curso

By Harshitha B

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Aug 5, 2025

good platform

By Upwork J

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Oct 7, 2022

Nice Teacher

By 膼O脌N T C A

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Aug 15, 2025

great course

By ismail g

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Jan 26, 2025

Great course

By Lizeth D B S

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Oct 28, 2024

muy completo

By GANESH G

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Oct 25, 2024

good advised

By PRINCE R R

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Sep 27, 2024

very helpful

By Samiulhaq C

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May 16, 2022

Great Course

By moses k

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Mar 16, 2022

Great course

By RAHUL G

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Jun 1, 2021

nice course!

By Nelson M

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Dec 15, 2020

Eye opening!

By Osama O

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Aug 6, 2025

nice course

By Veeresh I

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Jul 7, 2025

Good Course

By Hanan A

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May 2, 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