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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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301 - 325 of 568 Reviews for Understanding and Visualizing Data with Python

By Carlos F A S

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Sep 8, 2020

Just love learning with great course material

By ellie c

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Aug 15, 2020

Great course for introductory level students.

By Jan-Martin K

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May 3, 2020

Very Good basic statistics course with python

By Hyun W C

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Oct 7, 2019

Love the content and structure of the course.

By Anas Z O

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Oct 3, 2022

amazing course, simple, and well-explained

By Lucy

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Feb 26, 2020

Very good. Well prepared learning material.

By javier r

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Dec 16, 2021

Outstanding course. I really recommend it.

By Shreya B

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Sep 23, 2020

Extremely informative and student friendly

By kinan w

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Feb 29, 2024

University of Michigan is always the best

By Nikolaos S

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Mar 8, 2020

very interesting and well deisgned course

By gregorio

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Dec 3, 2019

Excellent content and clear explanations.

By Julio M M

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Nov 15, 2022

It gives a solid statistical foundation.

By Peter M

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Jul 15, 2020

The course was great and very insgihtful

By MD I A

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Jul 12, 2020

This course is good for basic knowledge

By Trang N

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Mar 24, 2020

very useful for me to start with Python

By Manoj B

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Dec 4, 2019

Beginner level of plotting and sampling

By Tiago V F d V

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Apr 11, 2021

Excellent course with great lecturers!

By Benjamin R

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Mar 12, 2021

Great intro to statistics with Python

By Alan S

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Oct 15, 2020

Very well taught and straightforward!

By Caleb A

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Nov 7, 2023

Great Course! You will learn a lot!

By Muhammad A H

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Nov 16, 2020

The best course Ive ever had so far

By Ahmet L

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Mar 27, 2022

As always, beneficial. That's all.

By Gabriel J G G

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Sep 17, 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 9, 2019

A good introduction on Statistics.