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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

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.

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.

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201 - 225 of 483 Reviews for Exploratory Data Analysis for Machine Learning

By Россихин А М

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Nov 15, 2021

The course is well structured!

By Muneeb K

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Aug 13, 2023

absolutely Amazing journey 👏

By Mallavarapu K J 2

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May 1, 2023

learning something new things

By Moses K

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Nov 29, 2021

i want to decline this course

By Owais A

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Apr 27, 2025

very detailed and infomative

By HASBI F V

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Oct 8, 2023

suitable for beginners in ai

By Mares S

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Sep 17, 2023

membuat tmbah pemahaman saya

By TIRTH A M

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Aug 3, 2023

best course i have ever done

By fakhar h

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Apr 6, 2023

The course is well designed.

By ehsan r

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Nov 2, 2022

it is the best online course

By Yashraj T

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Oct 3, 2022

Great To learn the concepts

By đạt n

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Mar 12, 2022

Very detailed course for EDA

By Ruhul A

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Mar 11, 2025

it was a pretty good course

By Oussama L

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Nov 22, 2022

I don't need tis formation

By Garrett T

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Jun 18, 2022

Great course for beginners

By Andrey G

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Jun 5, 2021

Great materials to learn.

By manish k g

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Feb 11, 2021

it was a nice experience .

By Pratik S

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Oct 4, 2024

its very practical course

By vasan p

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Jun 5, 2024

Great Learning Experience

By Thach T T ( H

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May 30, 2023

This course is so great !

By AMENALLAH B

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Mar 29, 2023

I really like this course

By sanket g

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Aug 8, 2022

Excellent Lab Work.

Thanks

By Subham D

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Mar 6, 2025

Best course very helpful

By David G

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Aug 3, 2021

awesome course. Love it

By morteza a

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Jul 8, 2023

perfect perfect perfect