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Learner Reviews & Feedback for Understanding and Visualizing Data with Python by University of Michigan

1,902 ratings
380 reviews

About the Course

In this course, learners will be introduced to the field of statistics, including where data come from, study design, data management, and exploring and visualizing data. Learners will identify different types of data, and learn how to visualize, analyze, and interpret summaries for both univariate and multivariate data. Learners will also be introduced to the differences between probability and non-probability sampling from larger populations, the idea of how sample estimates vary, and how inferences can be made about larger populations based on probability sampling. At the end of each week, learners will apply the statistical concepts they’ve learned using Python within the course environment. During these lab-based sessions, learners will discover the different uses of Python as a tool, including the Numpy, Pandas, Statsmodels, Matplotlib, and Seaborn libraries. Tutorial videos are provided to walk learners through the creation of visualizations and data management, all within Python. This course utilizes the Jupyter Notebook environment within Coursera....

Top reviews

May 21, 2020

Excellent course materials, especially the videos, with content that is thoughtfully composed and carefully edited. Very good python training, great instructors, and overall great learning experience.

Aug 2, 2020

Great course to learn the basics! The supplementary material in Jupyter notebooks is extremely valuable. Really appreciate the PhD students who took the time to explain even the simplest of codes :)

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226 - 250 of 379 Reviews for Understanding and Visualizing Data with Python

By Aniket S

Apr 4, 2020

Technically sound and precise.

By Javier F

Jun 18, 2020

Excelente!, Gracias, aprendí!

By Kensuke S

Jul 30, 2020

Very good intro to the topic

By Srimant M

Jun 5, 2020

Overall Awesome explanation!

By Mohit R

Jul 31, 2020

A good course to begin with

By Corneliu C

Mar 14, 2020

good introduction to data

By Girish C

Jun 14, 2019

nice learnig experience

By Robert M

Aug 30, 2020

Exceptional teaching.

By Dr. S G

Jun 5, 2020

Excellent experience.

By NuthalapatiNareshChandra

Feb 21, 2020

good for new beginers

By Qiyu Z

Mar 24, 2020

Thank you very much.

By Yash V

Jul 23, 2020

Awesome explanation

By cameron g

Mar 20, 2019

Great introduction

By Colette A P D

Apr 20, 2021

Loved this class!

By Hugo M N M

Jan 17, 2021

Very good course!

By Lorenzo C C

Mar 17, 2021

Exelent Teachers

By Jhonatan J C

Sep 20, 2020

Excelente course

By Alejandro P A

Mar 6, 2019

Great approach.

By Jorge A

Feb 9, 2019
















By Edilson S

Jan 1, 2019

Amazing course!

By Domenico C

Dec 25, 2020


By Ahmed A

Nov 12, 2020

amazing course

By Ahmed S

Oct 15, 2020

A great course

By Bruno M

May 24, 2020

Great content!

By snehal s

Feb 4, 2021

super course