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返回到 Exploratory Data Analysis for Machine Learning

學生對 IBM 提供的 Exploratory Data Analysis for Machine Learning 的評價和反饋

4.6
562 個評分
133 條評論

課程概述

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....

熱門審閱

AE
2021年9月26日

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.

ML
2021年9月21日

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,..it would be better further.

篩選依據:

51 - Exploratory Data Analysis for Machine Learning 的 75 個評論(共 137 個)

創建者 Alireza M

2021年7月9日

This course was very practical. The final project of the course made me learn the material very well.

創建者 Ranjith P

2021年4月13日

I recommend this course to everyone who wants to excel in Machine Learning. This is a Great Course!

創建者 Victor H A T

2022年1月2日

U​n excelente curso!, aunque hay que dedicar más tiempo del que dice en la descripción del curso

創建者 Anchal P

2021年7月19日

The lectures were really helpful. Made my understanding of hypothesis testing more clear.

創建者 Anvay R A

2020年10月12日

Great....Very nice explanations of all things

I rate 5/5 ...Amazing course from IBM

創建者 MALAIKA S

2021年7月31日

This course enhanced my knowledge and skills in Data Analytes. Thank You Coursera.

創建者 Engr S

2021年10月2日

I love this course...best resource to get into data science and machine learning

創建者 george s

2021年8月11日

Excelent course!, just could have better examples in Hypothesis testing subject.

創建者 Roberto V

2021年4月8日

Great course, focus on the statistical theory and applications. Good balance.

創建者 Kashapov A I

2021年8月3日

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

創建者 Aswin D

2021年9月9日

Very informative videos and had great experience learning the course.

創建者 KOUADIO A R

2021年8月4日

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

創建者 serkan m

2021年4月10日

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

創建者 Andrian R

2021年7月6日

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

創建者 Marwan K

2021年10月31日

T​hank you Coursera

T​hank you IBM

T​hank you to all intructors

創建者 Gianluca P

2021年3月19日

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

創建者 Diego A

2021年4月30日

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

創建者 Pierluigi A

2020年11月9日

great course even for those who are not keen on coding

創建者 Bernard F

2020年10月29日

I acquired excellent knowledge on the subject matter

創建者 sinan u

2021年10月9日

this course very helpfull for EDA techniques

創建者 Rorisang S

2021年5月1日

I loved this course. Not intimidating at all.

創建者 Luong T H

2020年12月21日

I have learned a lots about Machine learning

創建者 Santiago D S

2021年3月30日

Nice approach to exploratory data analysis.

創建者 Cristian R

2021年5月25日

Excelente curso para el análisis de datos!

創建者 Seif M M

2021年1月2日

very good introduction for data analysis