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

4.7
stars
2,706 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.

AS

Mar 2, 2021

20 studying hours that helps me getting back to speed on manipulating the quantitative data in Pandas with different query conditions, powerful statistics and Sampling Distributions.

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351 - 375 of 568 Reviews for Understanding and Visualizing Data with Python

By Jevitha L

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May 26, 2022

Good for beginners.

By Rohit A

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Dec 12, 2021

Completely Worth It

By Aditi S

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Apr 27, 2021

Overall, Excellent!

By Yash V

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Jul 23, 2020

Awesome explanation

By Devashri C

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Sep 5, 2021

Very nice contente

By Mai W

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Jun 4, 2021

Amazing course !!

By cameron g

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Mar 20, 2019

Great introduction

By Furkan Y

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Jan 22, 2023

Excellent course.

By Mehmet C B

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Apr 30, 2021

It was wonderful.

By Colette A P D

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Apr 20, 2021

Loved this class!

By Hugo M N M

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Jan 17, 2021

Very good course!

By David N

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Apr 26, 2023

Excellent Course

By Mehdi S

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Aug 2, 2022

Very good course

By Razik D

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Jul 5, 2021

great experience

By Lorenzo C C

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Mar 17, 2021

Exelent Teachers

By JHONATAN J C

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Sep 20, 2020

Excelente course

By Akarsh K

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May 7, 2025

was really good

By Ali M

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Jan 8, 2024

It was Perfect.

By Alejandro P A

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Mar 6, 2019

Great approach.

By Jorge A

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Feb 9, 2019

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By Edilson S

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Jan 1, 2019

Amazing course!

By Manish R

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Jun 29, 2022

Amazing go on.

By Rithulaa A

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Sep 2, 2021

awesome course

By Domenico C

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Dec 25, 2020

Recommended!!!

By Ahmed A

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Nov 12, 2020

amazing course