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
2,393 个评分

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:

126 - Understanding and Visualizing Data with Python 的 150 个评论(共 506 个)

创建者 Sumit M

Mar 30, 2020

创建者 Nick S

Dec 27, 2019

创建者 ahmad r

Apr 4, 2022

创建者 Alparslan T

Oct 23, 2021

创建者 Tran T T

Aug 24, 2020

创建者 Zhibek D

Sep 1, 2020

创建者 Tomasz M

Jul 24, 2021

创建者 Lydia W

Apr 14, 2020

创建者 Jeffrey E F

Apr 26, 2020

创建者 HaoRui Z

May 21, 2022

创建者 Dr.R. T

Aug 31, 2020

创建者 Nipun J

May 30, 2020

创建者 Constanza C

Mar 21, 2022

创建者 Vijay K

Feb 15, 2021

创建者 Walt T S L

Nov 20, 2020

创建者 Somphong P

Jan 30, 2021

创建者 Neil B

Dec 17, 2019

创建者 David P

Feb 14, 2021

创建者 Tânia G M

Dec 20, 2021

创建者 Loukas P

Dec 29, 2020

创建者 Ramendra P

Jun 3, 2020

创建者 Zengxiting

Apr 18, 2020

创建者 Maria G

Aug 25, 2019

创建者 Juan S S S

May 19, 2021

创建者 Rashbir K

Apr 16, 2019