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学生对 University of Michigan 提供的 Understanding and Visualizing Data with Python 的评价和反馈

4.7
2,705 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

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.

RK

May 14, 2022

Great course to start with Statistics. Methods of data collection and their implications are explained in good detail. Good start with coding in Python visualizing data as well.

筛选依据:

176 - Understanding and Visualizing Data with Python 的 200 个评论(共 568 个)

创建者 Abhijeet G

Mar 29, 2020

Very good course to get started with Visualizing data with Python. Also, a very good starting point on Statistics.

创建者 Bill G

Mar 13, 2020

I enjoyed the course. It was new material and helped me on my path to a Certificate in Data Analysis with Python.

创建者 Aaron O

Aug 21, 2019

Easy material to understand, and simple enough to actually apply the concepts in Python. Good beginner course.

创建者 Joan M M

Jun 29, 2021

This course gives an excellent overview of statistics and practical experience of coding statistics in python.

创建者 Селезнева В Н

Nov 20, 2020

I liked this course. It is useful and very clearly constructed. Much practice, some initial theory. Thank you!

创建者 Saleem R

Apr 3, 2019

Excellent course for beginners from any subject related to engineering or science and who want to do research.

创建者 Ali T

Nov 4, 2020

Great course, especially if you're looking for an entry point towards numpy, matplotlib and pandas libraries.

创建者 Ms.Sangeetha P I D

Aug 18, 2020

Excellent course.at the end of course I have applied this ideas in my research.thanks to michegean university

创建者 Rounak S

Jun 19, 2020

Its a Great course, very well explained. Even if you don't have programming knowledge you can learn and grow.

创建者 Gabriel G

Nov 15, 2019

This course is GREAT!!! I highly recommend it, lecturers and professors are soooo good.

Nice course, loved it.

创建者 Mohammad J “ S

May 7, 2021

This course provided me with the basic, yet practical statistical knowledge required to work on survey data!

创建者 Hans A E

Jan 6, 2021

Very well designed course to learn the basics of statistics and application with python, I really enjoyed it

创建者 Naeem N

Aug 15, 2023

perfect understanding of Python visualizing collecting data with different libraries such as numpy pandas

创建者 Aletta K v E

May 23, 2021

It was not easy, but the explanations were good, and the teachers / mentors in the forum very responsive

创建者 Bryce S

May 15, 2022

This is the best course I have taken on Coursera. I like that they have labs that correspond to videos.

创建者 Kris H

Apr 23, 2020

Excellently presented as an introduction to statistics with Python. Looking forward to more coursework.

创建者 Avirup D

Jul 27, 2020

It's really concise and comprehensive. One of the best courses to get started with data visualization.

创建者 samarth s

Apr 8, 2021

Outstanding platform to visualize data learning through use of highly graded university professors .

创建者 Marcelo E D C

Oct 19, 2019

Nice course with multiple challenging opportunities for practicing the learned concepts with code.

创建者 Patricia S

Oct 20, 2022

Good background on statisitcal analysis and how to use Python to conduct statistical analysis.

创建者 Shashank B

Mar 8, 2021

It was a good course to listen and to improve the skills very happy with this course

Thank you !

创建者 RODRIGO E P M

Aug 24, 2020

An excellent introductory course. It handles a good way of approaching statistical programming.

创建者 JITHIN P J

May 12, 2020

Very nice course and very informative. The topics are well arranged and easily understandable.

创建者 Mona S

Feb 5, 2019

Really enjoyed the different (yet all wonderful) teaching styles of the large instructor team!

创建者 Nitin

Dec 7, 2019

The course is very good as it has basic univariate and multivariate visualization techniques.