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

1,987 ratings
407 reviews

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

May 21, 2020

Excellent course materials, especially the videos, with content that is thoughtfully composed and carefully edited. Very good python training, great instructors, and overall great learning experience.

Aug 2, 2020

Great course to learn the basics! The supplementary material in Jupyter notebooks is extremely valuable. Really appreciate the PhD students who took the time to explain even the simplest of codes :)

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226 - 250 of 406 Reviews for Understanding and Visualizing Data with Python


Jul 12, 2020

This course is good for basic knowledge

By Nguyen T H T

Mar 24, 2020

very useful for me to start with Python

By Manoj B

Dec 4, 2019

Beginner level of plotting and sampling

By Tiago V F d V

Apr 11, 2021

Excellent course with great lecturers!

By Benjamin R

Mar 12, 2021

Great intro to statistics with Python

By Alan S

Oct 15, 2020

Very well taught and straightforward!

By Muhammad A H

Nov 16, 2020

The best course Ive ever had so far

By Gabriel J G G

Sep 17, 2020

Thanks! excellent course and stuff

By Umesh G

Aug 13, 2020

It was an excellent course. Thanks

By Moid H

Feb 9, 2019

A good introduction on Statistics.

By Nawaraj B

Nov 4, 2020

Best Faculty with quality content

By Susana G R

Aug 8, 2020

very complete, easy to understand

By Sanket G

Nov 17, 2020

Great Course, really enjoyed it!

By Amrit G

May 1, 2020

Great course and well explained

By Aniket S

Apr 4, 2020

Technically sound and precise.

By Javier F

Jun 18, 2020

Excelente!, Gracias, aprendí!

By Kensuke S

Jul 30, 2020

Very good intro to the topic

By Srimant M

Jun 5, 2020

Overall Awesome explanation!

By Mohit R

Jul 31, 2020

A good course to begin with

By Corneliu C

Mar 14, 2020

good introduction to data

By Girish C

Jun 14, 2019

nice learnig experience

By Robert M

Aug 30, 2020

Exceptional teaching.

By Dr. S G

Jun 5, 2020

Excellent experience.

By NuthalapatiNareshChandra

Feb 21, 2020

good for new beginers

By Qiyu Z

Mar 24, 2020

Thank you very much.