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

2,601 ratings

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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251 - 275 of 552 Reviews for Understanding and Visualizing Data with Python

By foojan k

Mar 23, 2022

Such a great course to gain insights about plots and visualization.

By Yueqian C

Feb 25, 2022

I like the python assessment which solidfy the knowledge I learned.

By Кузнецов Е А

Oct 14, 2021

Pretty cool. Leared a lot about data collection and visualization.

By Xun Z

May 17, 2020

This class helps me recall the basics of statistics and programming

By Ye q

Oct 16, 2021

Useful, I have learned a lot about Python and stadistics concepts.

By shubham s

Jul 9, 2020

Great course to explore univariate and bivariate data with Python.

By Georgio Z

May 16, 2022

The only course out there focusing on inferential statistics. TOP


Jan 16, 2021

Superb faculties and awesome lectures overall an amazing course!!

By Randolph B H

May 1, 2021

loved it, great beginner course on visualizing data with python.

By Luis F T J

Feb 21, 2021

Exelente curso para personas con nivel intermedio en estadística

By Cheng-Ying W

Jul 29, 2020

Great! Learn some fundamental statistics knowledge with python.

By Abdulwasiu F

Mar 10, 2019

I love this course, the simplicity and explanation is excellent

By Supesh S

Jun 29, 2022

One of the best course in the world for statistics and python.

By aborucu

Jun 20, 2021

Thanks and hello to TA Brian @Forums you make the clock tick !

By Abhimanyu A

Jun 14, 2020

Very Good course for understanding visualisation and sampling.

By Amr H

Dec 13, 2023

Aweosme Course , Thanks for every instructor , all was great

By Fiona H

Aug 16, 2022

Great staff, lots of fun and really well thought out content

By Nesty B

Jun 8, 2020

Great Course to learn Statistics and Python. Great Teachers.

By David G

Feb 21, 2022

Good complementary course to any basics statistics course

By Ahmed A

Oct 12, 2021

Thanks for this opportunity to learn from your university.

By Sera M

Jun 13, 2021

Great into to sampling theory and basic stats with python.

By Elmer J R C

Feb 12, 2023

Excellent to introduce the Statistics topics with Python.

By Phu T H T

Dec 8, 2021

This is a good courses, it helps a lot of things, thank !

By Mukkamala R

Sep 5, 2020

It was a great experience with some outstanding content.

By Yugesh K

Jun 2, 2020

The best course to start with statistics for a beginner.