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学生对 Johns Hopkins University 提供的 Exploratory Data Analysis 的评价和反馈

4.7
6,085 个评分

课程概述

This course covers the essential exploratory techniques for summarizing data. These techniques are typically applied before formal modeling commences and can help inform the development of more complex statistical models. Exploratory techniques are also important for eliminating or sharpening potential hypotheses about the world that can be addressed by the data. We will cover in detail the plotting systems in R as well as some of the basic principles of constructing data graphics. We will also cover some of the common multivariate statistical techniques used to visualize high-dimensional data....

热门审阅

YF

Sep 23, 2017

Very good course! It provide me the foundation in learning how to plot and interpret data. This will definitely strengthen my "R programming" to generate publication type figure for my genomics data!

CC

Jul 28, 2016

This is the second course I have taken from Roger Peng and both were outstanding. I have a strong math background, but not much of a background in stats, but this course was very approachable for me.

筛选依据:

126 - Exploratory Data Analysis 的 150 个评论(共 864 个)

创建者 Andaru P

Feb 12, 2016

basic plotting and getting the feel of data, this course really helped tackling that and seeing perspective in data analysis

创建者 David R

Oct 22, 2018

An extremely interesting course, with many practical applications many of which I've applied in my day to day work already.

创建者 Gaurav B

Sep 16, 2018

Loved it , the K means was pretty difficult for me but others was a breeze as i had experince in ggplots before the course

创建者 Mehrdad T

Sep 9, 2017

EDA is essential part of data analysis and in this course the concept is well covered especially through the assignements.

创建者 Alexander D

Nov 4, 2019

i very much like the course book. The course book helped me most in really learning the material and how to build plots.

创建者 Sherrod B

Aug 10, 2017

Peer reviews of other people's work extremely helpful. Learned more from that than any other part of the course. Thanks.

创建者 Herson M

Jan 4, 2017

Excelente curso, requer bastante empenho, mas para quem é entusiasta do assunto como eu é um excelente ponto de partida.

创建者 Amanyiraho R

Jan 13, 2020

Very exciting, Did you Know that just by exploring your data can help you reduce the list of models you want to try out

创建者 Erdem Y

Jun 12, 2017

There should be more content devoted to SVD . more theory and quiz questions and workouts to emphasize the methodology.

创建者 Jim H

Jan 30, 2019

Great course to learn how to play with data - a good intro to things like Kmeans and hierarchical clustering, as well.

创建者 Avinash A

Aug 30, 2017

Nice content. Make sure to take the SWIRL course offered. That really helps to get a hold on the course. Recommended!

创建者 Anthony S

Feb 14, 2017

I really learned a lot in this class. I plan on going over the materials as well as taking one of the next courses

创建者 William G C

Jan 19, 2017

This is a great course! I really enjoy the pace. Plus, the real world application isn't a bad thing at all either!

创建者 Yergali B

Mar 16, 2016

I strongly suggest for future Data scientist, if you know R language with making Plots, you can be a good analytic

创建者 Emmet C

Jan 9, 2017

Excellent introduction to various graphics packages in R. I've already been able to apply these skills in my job.

创建者 José G Z R

Oct 23, 2016

Very interesting course. the week 3 is the most challenging and the practical case of week 4 is quite cool also !

创建者 Mauricio C

Jan 27, 2018

Great tools and insight to start exploring Data. Also great stuff to practice previous training on Data Science.

创建者 Dhananjay M

Apr 30, 2017

This course if very helpful. Lectures and assignments provide a great opportunity to gain hands on experience.

创建者 James A

May 4, 2020

Very excellent course structure. Gives you all the bases you need to get you started in exploring your data.

创建者 Ishwarya M

Jul 22, 2019

I liked both the course content as well as the assignments. Great course to learn exploratory analysis in R.

创建者 Nate H

Oct 8, 2018

All of the quizes and assignments we're able to be completed with the material provided in the course videos.

创建者 Andrew M T

Nov 12, 2017

Brilliant dive into the basics of exploratory data plotting. A very useful course for data science beginners.