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

4.7
stars
2,724 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

AS

Mar 3, 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.

SD

Jun 7, 2021

A​ very well explained and well-structered course. I highly recommend to those who want learn statistics along with python programming. This course majorly focuses on the visualization aspect.

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326 - 350 of 573 Reviews for Understanding and Visualizing Data with Python

By Gabriel J G G

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Sep 18, 2020

Thanks! excellent course and stuff

By Umesh G

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Aug 13, 2020

It was an excellent course. Thanks

By Moid H

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Feb 10, 2019

A good introduction on Statistics.

By Venkata P K R

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Dec 24, 2024

Great course to learns statistics

By Syed A S

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Dec 22, 2022

it's informatic and detailed one.

By Nawaraj B

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Nov 4, 2020

Best Faculty with quality content

By susana g

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Aug 8, 2020

very complete, easy to understand

By Sanket G

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Nov 18, 2020

Great Course, really enjoyed it!

By Amrit G

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May 1, 2020

Great course and well explained

By Aniket S

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Apr 4, 2020

Technically sound and precise.

By JAVIER O F C

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Jun 19, 2020

Excelente!, Gracias, aprendí!

By Santiago F

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Dec 24, 2021

Excellent course, practical

By Kensuke S

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Jul 31, 2020

Very good intro to the topic

By Srimant M

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Jun 5, 2020

Overall Awesome explanation!

By Meidy L

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Nov 10, 2022

Very great course to learn!

By Alessandro D B

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Sep 20, 2022

Very well done and written

By Mohit R

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Aug 1, 2020

A good course to begin with

By Yutong Z

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Feb 1, 2023

Detailed course! I love it

By Corneliu C

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Mar 15, 2020

good introduction to data

By MUN H L

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Aug 10, 2021

very informative course.

By 20-EE-066 P D

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May 8, 2022

had much fun reading it

By GIRISH C

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Jun 15, 2019

nice learnig experience

By Asadullah J

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Jun 5, 2022

excellent collection.

By Robert M

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Aug 31, 2020

Exceptional teaching.

By Dr. S G

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Jun 5, 2020

Excellent experience.