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

4.6
557 個評分
132 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....

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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.

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26 - Exploratory Data Analysis for Machine Learning 的 50 個評論(共 136 個)

創建者 Sarath B S

2020年11月26日

This is a real useful course which helps even a rookie to understand the nuances when it comes to Artificial Intelligence, Machine Learning. Interpreting Data etc.,

Subjects were taught well by the experts. I thoroughly enjoyed the learning session.

創建者 Orah S

2021年1月22日

Very! very!! interesting course, I really enjoy it, I will continue to put more effort into acquiring new skills as much as possible. Thank your IBM and Coursera for giving me this opportunity to learn through this platform.

創建者 Bishmer S

2021年1月25日

Thorough, clear video lectures, and good, meaningful exercises. An excellent introduction to the topic of Exploratory Data Analysis and figuring out the general characteristics of any given dataset and its features.

創建者 Nosaybeh A P

2021年1月24日

Thanks Coursera

my life has changed after Corona crisis and founding you!!!

Recommended for beginners as well as for those students, professionals who want to get their hands dirty in the data science life cycle.

創建者 Chien N

2021年6月16日

A​ solid introduction to data analysis. There is a small note: the instructor uses a new version of pandas. If your notebook produces errors which are not suppose to appear, please update your pandas library.

創建者 Luis P S

2021年4月17日

Excelente como primera iniciativa en el mundo de Coursera empezar IBM. Claras las explicaciones de todos los videos. Muy buenos notebooks para el seguimiento de los temas aprendidos. Excelente!

創建者 ASIFIWE E

2021年9月27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.

創建者 Minh L

2021年9月22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.

創建者 Noor-ul-ain S

2021年11月23日

The course is exceptional and a huge learning opportunity for Exploratory Data Analysis. The final project is the best part of the course and helps to apply the concepts to real life data.

創建者 Ajay K S

2021年8月16日

IBM courses are most valuable courses, quite a lot of learning happens here. I recommend students when it is time to chose a Brand IBM can be considered in top 5 List. Happy learning.

創建者 VARUN B 2

2021年6月10日

Very nice course which explains beautifully about data cleaning and the statistical approach and then statistic model and then it ends with the hypothesis testing.

創建者 Chris B (

2021年8月2日

T​his course was really good for me because it went into depth on what I believe is the most important part of ML which is the data analysis and preparation.

創建者 Aman K

2021年8月13日

This is by far the best course I've encountered. It has an in-depth explanation of the codes they provide. Smooth and easy to understand language.

創建者 konutech

2020年12月7日

The instructor from videos is amazing. Great tutor. So far the courses from IBM Machine Learning Professional Certificate are really, really good.

創建者 Aleksandr K

2020年12月5日

I really liked, that you need to spend time on the independent work which consists of data preprocessing, EDA, and hypothesis testing.

創建者 My B

2021年3月31日

This is a well-structured course with easy-to-understand lectures and practical examples that help a lot in real data analysis life.

創建者 Rohit B

2021年12月9日

Very Clear ,Easy to Understand ,Good Explanation,Very Good Course.I just Upgrade myself doing this course.Thank you IBM Teachers :)

創建者 Pankaj Z

2021年4月7日

Very well curated course. Walks through all the topics in detail. Would be better if the professor had a little bit higher voice.

創建者 Stephen C

2021年6月27日

A great course. You'll want to brush up on your python if you don't have a lot of time to dedicate after starting the course.

創建者 Ali A

2021年5月5日

This course was very helpful.I have learned a lot about feature engineering,expolatoray data analysis and hypothesis testing

創建者 Abdillah F

2020年11月7日

Great course and very well structured. I'm really impressed with the instructor who give thorough walkthrough to the code.

創建者 Nikolas R W

2020年12月8日

Recommended course for those wanting to advance their understanding about Exploratory Data Analysis for Machine Learning.

創建者 Wissam Z

2021年4月18日

Best course very professional ,looking forward to complete the entire IBM Machine learning professional certificate

創建者 Vivian E Z

2021年1月6日

It was pretty good, just one of the reviewer gave me 0 points for some reason and I had to resubmit my assigment.

創建者 Yohanes S

2021年9月5日

I learned a lot throughout this course. Also, i have my own project through the assignment! Thank you, Coursera.