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
1,829 个评分
363 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:

176 - Understanding and Visualizing Data with Python 的 200 个评论(共 361 个)

创建者 Valeria C

Feb 3, 2021

Excellent course. Very clear explanation and examples.

创建者 Md I

Apr 18, 2019

This is the best course in this website in entry level

创建者 Varga I K

Mar 20, 2019

It was great setup for statistical analysis in python.

创建者 DƯƠNG T H

Nov 3, 2020

This is such a detailed and content-oriented course!

创建者 Julián A U G

Jul 5, 2020

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

创建者 Erick M A

Dec 21, 2019

A really good introduction to statistics with python

创建者 Andrey K

Jan 25, 2021

A very nice introduction to statistics with python.

创建者 Meghana K

Mar 25, 2019

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

创建者 SATISH I H

Jul 1, 2020

Good course,learnt a lot about visualizing data

创建者 Miguel L

Dec 3, 2019

More statistics than Python but very good course

创建者 Bill S

Jan 30, 2021

excellent. Brady T west is a very good lecturer

创建者 Elliot T

May 22, 2020

This course is exactly what I was looking for!

创建者 Hamza a

May 13, 2019

excellent course having comprehensive lectures

创建者 Carlos F A S

Sep 8, 2020

Just love learning with great course material

创建者 ellie c

Aug 15, 2020

Great course for introductory level students.

创建者 Jan-Martin K

May 3, 2020

Very Good basic statistics course with python

创建者 Hyun W C

Oct 7, 2019

Love the content and structure of the course.

创建者 Lucy

Feb 26, 2020

Very good. Well prepared learning material.

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 Minh P

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