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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

MR

Jun 2, 2020

Never have I come across a course half as interactive as this and it was a much needed confidence booster for a beginner like me. I look forward to completing the specialization : )

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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326 - 350 of 568 Reviews for Understanding and Visualizing Data with Python

By Venkata P K R

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Dec 23, 2024

Great course to learns statistics

By Syed A S

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Dec 21, 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 17, 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 18, 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 30, 2020

Very good intro to the topic

By Srimant M

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Jun 4, 2020

Overall Awesome explanation!

By Meidy L

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Nov 9, 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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Jul 31, 2020

A good course to begin with

By Yutong Z

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Jan 31, 2023

Detailed course! I love it

By Corneliu C

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Mar 14, 2020

good introduction to data

By MUN H L

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Aug 9, 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 14, 2019

nice learnig experience

By Asadullah J

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Jun 5, 2022

excellent collection.

By Robert M

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Aug 30, 2020

Exceptional teaching.

By Dr. S G

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Jun 5, 2020

Excellent experience.

By NuthalapatiNareshChandra

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Feb 21, 2020

good for new beginers

By Qiyu Z

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Mar 24, 2020

Thank you very much.

By Jimmy P

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Sep 22, 2025

Excelente curso!!!!