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

4.7
stars
2,707 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

VV

Aug 3, 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 :)

MR

Nov 1, 2020

Well organized material. The Discussion forum was the best one I've experienced in my Coursera education. All my questions were answered within one day. The best statistics class I've taken yet!

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401 - 425 of 570 Reviews for Understanding and Visualizing Data with Python

By Andria

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Nov 2, 2019

Very nice.

By Beatriz J F

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Oct 28, 2019

Excellent!

By Humberto R

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Apr 15, 2025

excelente

By Diego A P L

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Apr 5, 2022

excelente

By Yiyi Z

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Dec 14, 2020

wonderful

By madhurima c

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Aug 29, 2020

very good

By Alejandro R

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Jun 17, 2020

very good

By Satrio T S

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Oct 3, 2019

Excellent

By Sareen S

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Nov 24, 2020

AMAZING!

By Nedal

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May 26, 2020

v

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r

y

g

o

o

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By Gabriel A A C

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Feb 6, 2020

Excelent

By Elsayed A

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Mar 28, 2023

love it

By Israel F

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Jun 26, 2020

Amazing

By 周晓

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Apr 7, 2020

Thanks!

By Justin H

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Sep 25, 2023

brutal

By Euna S

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Jul 21, 2021

체계적인 학

By KAYDAN P R

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Jul 1, 2020

awssem

By Wei w

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Sep 26, 2022

good!

By J. B

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Mar 16, 2022

Nice.

By Frank S Y R

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Jan 18, 2019

Nice!

By Victoriano P

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Sep 27, 2025

Good

By 廖堃宇

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Mar 10, 2025

good

By Tuncay Q

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Sep 22, 2023

good

By Hugo S A

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May 25, 2021

fun!

By Durga S

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Apr 16, 2021

Good