Chevron Left
返回到 Understanding and Visualizing Data with Python

学生对 密歇根大学 提供的 Understanding and Visualizing Data with Python 的评价和反馈

4.7
2,192 个评分
451 条评论

课程概述

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....

热门审阅

AT
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.

VV
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 :)

筛选依据:

251 - Understanding and Visualizing Data with Python 的 275 个评论(共 452 个)

创建者 Shreya B

Sep 23, 2020

Extremely informative and student friendly

创建者 Nikolaos S

Mar 8, 2020

very interesting and well deisgned course

创建者 gregorio

Dec 3, 2019

Excellent content and clear explanations.

创建者 Peter M

Jul 15, 2020

The course was great and very insgihtful

创建者 MD I A

Jul 12, 2020

This course is good for basic knowledge

创建者 Nguyen T H T

Mar 24, 2020

very useful for me to start with Python

创建者 Manoj B

Dec 4, 2019

Beginner level of plotting and sampling

创建者 Tiago V F d V

Apr 11, 2021

Excellent course with great lecturers!

创建者 Benjamin R

Mar 12, 2021

Great intro to statistics with Python

创建者 Alan S

Oct 15, 2020

Very well taught and straightforward!

创建者 Muhammad A H

Nov 16, 2020

The best course Ive ever had so far

创建者 Gabriel J G G

Sep 17, 2020

Thanks! excellent course and stuff

创建者 Umesh G

Aug 13, 2020

It was an excellent course. Thanks

创建者 Moid H

Feb 9, 2019

A good introduction on Statistics.

创建者 Nawaraj B

Nov 4, 2020

Best Faculty with quality content

创建者 Susana G R

Aug 8, 2020

very complete, easy to understand

创建者 Sanket G

Nov 17, 2020

Great Course, really enjoyed it!

创建者 Amrit G

May 1, 2020

Great course and well explained

创建者 Aniket S

Apr 4, 2020

Technically sound and precise.

创建者 JAVIER O F C

Jun 18, 2020

Excelente!, Gracias, aprendí!

创建者 Santiago F

Dec 24, 2021

E​xcellent course, practical

创建者 Kensuke S

Jul 30, 2020

Very good intro to the topic

创建者 Srimant M

Jun 5, 2020

Overall Awesome explanation!

创建者 Mohit R

Jul 31, 2020

A good course to begin with

创建者 Corneliu C

Mar 14, 2020

good introduction to data