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

1,894 ratings
379 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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176 - 200 of 377 Reviews for Understanding and Visualizing Data with Python

By Olusola T O

Jul 8, 2020

This course will be the one to recommend to a lot of people like me.

By Mark M

Mar 22, 2020

Great course, but I'd prefer fewer videos and more slides/exercises.

By Xun Z

May 17, 2020

This class helps me recall the basics of statistics and programming


Jul 9, 2020

Great course to explore univariate and bivariate data with Python.


Jan 16, 2021

Superb faculties and awesome lectures overall an amazing course!!

By Luis F T J

Feb 21, 2021

Exelente curso para personas con nivel intermedio en estadística


Jul 29, 2020

Great! Learn some fundamental statistics knowledge with python.

By Fasasi T

Mar 10, 2019

I love this course, the simplicity and explanation is excellent

By Abhimanyu A

Jun 14, 2020

Very Good course for understanding visualisation and sampling.

By Ernesto J S B

Jun 8, 2020

Great Course to learn Statistics and Python. Great Teachers.

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.

By Álvaro M R

Mar 21, 2021

Great course. Very good content. Excellent instructors.

By Valeria C

Feb 3, 2021

Excellent course. Very clear explanation and examples.

By Md I

Apr 18, 2019

This is the best course in this website in entry level

By Varga I K

Mar 20, 2019

It was great setup for statistical analysis in python.


Nov 3, 2020

This is such a detailed and content-oriented course!

By Julián A U G

Jul 5, 2020

I liked it and I learned a lot. Thank you very much.

By Erick M A

Dec 21, 2019

A really good introduction to statistics with python

By Andrey K

Jan 25, 2021

A very nice introduction to statistics with python.

By Meghana K

Mar 25, 2019

Thank you so much for this course. I loved it! :)


Jul 1, 2020

Good course,learnt a lot about visualizing data

By Miguel L

Dec 3, 2019

More statistics than Python but very good course

By Bill S

Jan 30, 2021

excellent. Brady T west is a very good lecturer

By Elliot T

May 22, 2020

This course is exactly what I was looking for!