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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

815 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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101 — 125 de 195 Avaliações para o Exploratory Data Analysis for Machine Learning

por Cristian R

25 de mai de 2021

Excelente curso para el análisis de datos!

por Seif M M

2 de jan de 2021

very good introduction for data analysis

por Aman R

4 de jul de 2021

Thanx A lot... this is really amazing

por Adel A

26 de nov de 2020

It could not better. I am grateful :)

por Peyman I z

11 de jul de 2022

Perfect for industrial applicaitons


14 de set de 2021

The best EDA course I've ever known

por Mario N

4 de ago de 2021

Very clear and useful for my career

por K P

20 de jan de 2021

Nice course, a well deserved 5 star

por Javier

12 de mai de 2021

Very nice! I recommend this course

por Srikrishnan

4 de ago de 2022

Very good course for beginners

por Россихин А М

15 de nov de 2021

The course is well structured!

por moses K

29 de nov de 2021

i want to decline this course

por Dat N

12 de mar de 2022

Very detailed course for EDA

por Garrett T

18 de jun de 2022

Great course for beginners

por Andrey G

5 de jun de 2021

G​reat materials to learn.

por manish k g

11 de fev de 2021

it was a nice experience .

por sanket g

8 de ago de 2022

Excellent Lab Work.


por David G

3 de ago de 2021

a​wesome course. Love it

por Tayfun K

12 de jul de 2022

Thank you. It was great

por ali p

31 de jan de 2022

it's a great course


27 de out de 2021

Good course on EDA

por Volodymyr

6 de jul de 2021

Very good! Thanks.


17 de out de 2021

Very Nice C​ourse

por Deepak K S

15 de dez de 2021

Excellent course

por Soham B

13 de nov de 2021

Very Informative