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Learner Reviews & Feedback for Exploratory Data Analysis by Johns Hopkins University

4.7
stars
5,916 ratings
862 reviews

About the Course

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....

Top reviews

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.

Y
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!

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326 - 350 of 833 Reviews for Exploratory Data Analysis

By Elimane N

Jul 3, 2019

That's a great and very usefull course!

By Jorge B S

May 28, 2019

Very useful course with interesting contents.

By Tanuj

Feb 20, 2018

Amazing course content & assignments! Thanks.

By Caroline S

Jun 14, 2017

Nice to know more about the graphing systems.

By Samiul A

Sep 13, 2016

Nice lectures. Projects are very interesting.

By Selcuk F

Apr 12, 2016

Great course, lots of good things to explore!

By Sanjeev R

Mar 14, 2018

Great Insights to graphs, plots . histograms

By Erich F G

Nov 26, 2017

I learned a Lot over the last several weeks.

By Ajinkya D

Feb 1, 2017

Well Structured Course, Learnt a lot from it

By Martin M

Mar 30, 2016

Great fun class I would highly recommend it.

By Vishal

Feb 1, 2020

this course was very good. Helped me a lot.

By Sean

Jan 2, 2020

Excellent! Very challenging and enjoyable.

By Ajendra S

Sep 3, 2018

Short course for understanding the subject.

By A. R C

Jul 3, 2017

I enjoyed it a lot. Thanks to the teachers.

By B R

Nov 4, 2016

Interesting. endless plotting possibilities

By sneha

Jan 16, 2018

the best course ever to understand gg plot

By Kunal P

Feb 1, 2020

Little time consuming but a great course.

By David W

Sep 29, 2019

Excellent Course detailing graphics in R

By Gustavo C G

Nov 15, 2018

Great knowledge and instructor, as usual.

By Qaiser i

Jul 15, 2018

Best Course i have taken ... THANKS Roger

By Marildo G F

Aug 26, 2017

Excellent course. The teachers are great.

By Saravanan

Mar 2, 2017

useful course for me . thanks to my tutor

By xuanru s

Nov 28, 2016

GREAT TEACHING IN GRAPH, I LOVE THAT PART

By Ashvath S K

Jun 12, 2016

Amazing experience. Great job Prof. Peng!

By Xinyun C

Sep 7, 2020

The skills learnt are highly applicable.