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Voltar para Exploratory Data Analysis for Machine Learning

Comentários e feedback de alunos de Exploratory Data Analysis for Machine Learning da instituição IBM Skills Network

813 classificações

Sobre o curso

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....

Melhores avaliações


26 de set de 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.


21 de set de 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, would be better further.

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76 — 100 de 195 Avaliações para o Exploratory Data Analysis for Machine Learning

por Pablo V

13 de mai de 2022

U​n solido curso que abarca lo necesario para preparar la data para modelar.

por Pablo A M

30 de mai de 2022

The material and explanations are clear and help to understand the concepts

por Kashapov A I

3 de ago de 2021

This is a very strong and informative course, I enjoyed taking this course!

por Cihan K

5 de jun de 2022

It was a very useful training, thank you very much to the entire IBM team.

por Honglei Z

6 de abr de 2022

informative and concise. The logic of this course is tight, and I like it

por Aswin D

9 de set de 2021

Very informative videos and had great experience learning the course.


4 de ago de 2022

Very detailed and short course I learn basics of Machine learning.


4 de ago de 2021

C​ette formation pour moi est la meilleure pour un Data Analyst !

por Virgilio N

23 de abr de 2022

Great detail and explantion. Easy to follow. Highly recommended.

por serkan m

10 de abr de 2021

This was a great journey for me. Thanks for this awesome course.

por Eric N A

6 de mar de 2022

The instructor is very good and the instructions were fantastic

por Andrian R

6 de jul de 2021

Aku suka ini, ini sangat jelas terima, kasih kepada instruktur

por Marwan K

31 de out de 2021

T​hank you Coursera

T​hank you IBM

T​hank you to all intructors

por mehrdad s

21 de jul de 2022

this course is amazing .

I understand every thing

thanks lot

por Gianluca P

19 de mar de 2021

Vry well organized. Explanations are clear and to the point.

por Diego A

30 de abr de 2021

muy buen curso es ágil y muy educativo, además de practico

por Pierluigi A

9 de nov de 2020

great course even for those who are not keen on coding

por Bernard F

29 de out de 2020

I acquired excellent knowledge on the subject matter


11 de mar de 2022

this couse very east for understanding and usefull

por Ali G A H

5 de jul de 2022

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

por Sinan U

9 de out de 2021

this course very helpfull for EDA techniques

por Rorisang S

1 de mai de 2021

I loved this course. Not intimidating at all.

por Sanjo S

14 de jun de 2022

It was really great and awesome. Enjoyed it!

por Luong T H

21 de dez de 2020

I have learned a lots about Machine learning

por Santiago D S

30 de mar de 2021

Nice approach to exploratory data analysis.