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

810 個評分


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....




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.



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.


51 - Exploratory Data Analysis for Machine Learning 的 75 個評論(共 195 個)

創建者 Rohit B


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


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 Suliman A


V​ery clear and well structured. You can see that lots of time went into the preparation of the course. Kudos to the lecturer.

創建者 Stephen C


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


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

創建者 Abdillah F


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


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

創建者 Matt t


Much better than other IBM courses. Instructor explained things well and in detail so you can actually understand it.

創建者 Wissam Z


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

創建者 Vivian E Z


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


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

創建者 Alireza M


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

創建者 Ranjith P


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

創建者 Yevhenii R


Nice and clear explanations. This course is excellent choice if you want to review basic concepts.

創建者 Victor H A T


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

創建者 Anchal P


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

創建者 Hassan R


the cource was so useful and theoritical lessons and the practical ones are simillar

創建者 Dev C


A briliiantly designed course which serves the exact purpose as the title indicates.

創建者 Anvay R A


Great....Very nice explanations of all things

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



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

創建者 khalid r


O​ne Of the Best Courses to Start a Data Analysis Journey for Machine Learning !

創建者 Hassan S


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

創建者 george s


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

創建者 Mahesh S



Exploratory Data Analysis for Machine Learning

My First experience was awesome

創建者 Roberto V


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