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

4.7
stars
2,705 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

LV

Sep 28, 2021

I've learned so much about the Python programming as well as general statistical skills. This course also lead me to change my initial university's major from Finance to Data Science.

RK

May 14, 2022

Great course to start with Statistics. Methods of data collection and their implications are explained in good detail. Good start with coding in Python visualizing data as well.

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401 - 425 of 568 Reviews for Understanding and Visualizing Data with Python

By Beatriz J F

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Oct 27, 2019

Excellent!

By Humberto R

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Apr 14, 2025

excelente

By Diego A P L

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Apr 5, 2022

excelente

By Yiyi Z

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Dec 13, 2020

wonderful

By madhurima c

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Aug 28, 2020

very good

By Alejandro R

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Jun 16, 2020

very good

By Satrio T S

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Oct 3, 2019

Excellent

By Sareen S

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Nov 23, 2020

AMAZING!

By Nedal

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May 25, 2020

v

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y

g

o

o

d

By Gabriel A A C

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Feb 5, 2020

Excelent

By Elsayed A

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Mar 28, 2023

love it

By Israel F

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Jun 25, 2020

Amazing

By 周晓

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Apr 7, 2020

Thanks!

By Justin H

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Sep 24, 2023

brutal

By Euna S

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Jul 21, 2021

체계적인 학

By KAYDAN P R

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Jun 30, 2020

awssem

By Wei w

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Sep 25, 2022

good!

By J. B

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Mar 15, 2022

Nice.

By Frank S Y R

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Jan 17, 2019

Nice!

By Victoriano P

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Sep 26, 2025

Good

By 廖堃宇

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Mar 10, 2025

good

By Tuncay Q

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Sep 21, 2023

good

By Hugo S A

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May 24, 2021

fun!

By Durga S

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Apr 16, 2021

Good

By Chang L

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Aug 31, 2020

good