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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 : )

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.

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276 - 300 of 568 Reviews for Understanding and Visualizing Data with Python

By Elmer J R C

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Feb 12, 2023

Excellent to introduce the Statistics topics with Python.

By Phu T H T

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Dec 8, 2021

This is a good courses, it helps a lot of things, thank !

By Mukkamala R

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Sep 5, 2020

It was a great experience with some outstanding content.

By Yugesh K

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Jun 2, 2020

The best course to start with statistics for a beginner.

By Arnoldo A S N

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May 9, 2023

Good Course. I learned very things usefull!. Thank you.

By Álvaro M R

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Mar 21, 2021

Great course. Very good content. Excellent instructors.

By Valeria C

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Feb 3, 2021

Excellent course. Very clear explanation and examples.

By Md I

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Apr 18, 2019

This is the best course in this website in entry level

By Imre V

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Mar 20, 2019

It was great setup for statistical analysis in python.

By Sean L

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Dec 24, 2022

Very good overview. Loved the resources/apps as well.

By Nicole D

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Jul 28, 2021

Very thorough and a great review of Pandas and numpy

By Simone H

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Nov 30, 2023

Very comprehensive, I learned a lot. Great teachers!

By Dương T

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Nov 3, 2020

This is such a detailed and content-oriented course!

By Julián A U G

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Jul 5, 2020

I liked it and I learned a lot. Thank you very much.

By Erick M A

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Dec 21, 2019

A really good introduction to statistics with python

By Andrey K

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Jan 25, 2021

A very nice introduction to statistics with python.

By Nick S

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Feb 13, 2022

Wonderful introduction course. Excellent teachers.

By Meghana K

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Mar 25, 2019

Thank you so much for this course. I loved it! :)

By Satish H

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Jul 1, 2020

Good course,learnt a lot about visualizing data

By Miguel L

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Dec 3, 2019

More statistics than Python but very good course

By Bill S

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Jan 30, 2021

excellent. Brady T west is a very good lecturer

By Elliot T

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May 22, 2020

This course is exactly what I was looking for!

By Hamza A

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May 13, 2019

excellent course having comprehensive lectures

By Dominique C

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Jan 15, 2022

many thanks to the teachers, very good course

By Rosa G P J

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Jul 7, 2021

Excellent course, really easy to understand.