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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
2,445 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

BD

Apr 24, 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.

AP

Feb 26, 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.

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176 - 200 of 494 Reviews for Exploratory Data Analysis for Machine Learning

By A2_31_danish

鈥�

Jun 15, 2023

i foret to write my name can i change it

By seif m

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Jan 2, 2021

very good introduction for data analysis

By Senura P

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Dec 31, 2024

greate course to learn Machine Learning

By UJJAWAL S

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Nov 5, 2024

Nice course for a Data Science Beginner

By Osama A

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Dec 11, 2024

The wonderful course for new learners

By ANA F S P

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Oct 4, 2023

Excellent information for my training

By Aman R

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Jul 4, 2021

Thanx A lot... this is really amazing

By Adel A

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Nov 27, 2020

It could not better. I am grateful :)

By K P

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Aug 16, 2024

this is really nice and great course

By ZHOU S

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Dec 30, 2023

Excellent course, Love from China :)

By Luis R

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Apr 6, 2023

Very good content! Great instructor!

By Daniel B

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Mar 17, 2023

GEART COURSES WITH GREAT INSTRUCTORS

By Kishore k

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Aug 19, 2022

Great concepts with great teaching..

By felipe g

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Jan 3, 2025

contenido relevante y de actualidad

By KONAKALLA L G

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Nov 1, 2024

VERY GOOD AND EFFECTIVE LEARNING !!

By Tim T

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Jan 18, 2023

Excellent course! Im learning fast!

By peyman i

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Jul 12, 2022

Perfect for industrial applicaitons

By Long T

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Sep 14, 2021

The best EDA course I've ever known

By Mario N

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Aug 5, 2021

Very clear and useful for my career

By Kapil P

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Jan 21, 2021

Nice course, a well deserved 5 star

By Ishit G

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Apr 5, 2023

very informative and highly useful

By Javier

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May 13, 2021

Very nice! I recommend this course

By Advyth V A

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Apr 2, 2025

Awesome Course, Great Insights!

By Ritesh K

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Oct 8, 2023

polished my basics. feel better

By Harsh K

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Sep 30, 2023

Very knowledgable and practical