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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
727 个评分
129 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

FG

Apr 04, 2019

Excellent introductory course to statistics. Great use of NHANES dataset to demonstrate techniques on real dataset. I would appreciate a more demanding project at the course end.

JS

Jan 24, 2019

I strongly recommend this course to those who want to begin python programming applied to statistics. It launches a very sound foundation for statistical inference theory.

筛选依据:

51 - Understanding and Visualizing Data with Python 的 75 个评论(共 130 个)

创建者 KIRUBAKARAN B

Nov 05, 2019

The course gives a strong foundation on sampling theory, distribution and inferences

创建者 Kevin K

Oct 01, 2019

Good Course to take, to get to know basic application of python to do statistics

创建者 Don J

Jun 04, 2019

Wonderful introduction to Basic Statistics. Loved the python notebooks as well.

创建者 Marko P

Jan 09, 2019

Very good course which covers both statistical concepts and python application.

创建者 Ritesh J

Dec 03, 2019

Excellent course. Gives you basic understanding on visualization in Python

创建者 Gabriel R G

Feb 17, 2020

I loved it, it´s very useful if you want learn python focused in database

创建者 Yaron K

Jan 26, 2019

A good introduction to visualizing data using the Python seaborn library

创建者 Patricia C G

Mar 19, 2019

I loved this course! Thank you for sharing all your knowledge with us!

创建者 Mark M

Mar 22, 2020

Great course, but I'd prefer fewer videos and more slides/exercises.

创建者 Fasasi t

Mar 10, 2019

I love this course, the simplicity and explanation is excellent

创建者 Md I

Apr 19, 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 Erick M A

Dec 21, 2019

A really good introduction to statistics with python

创建者 Meghana K

Mar 26, 2019

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

创建者 Miguel L

Dec 03, 2019

More statistics than Python but very good course

创建者 Hamza a

May 13, 2019

excellent course having comprehensive lectures

创建者 Hyun W C

Oct 08, 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 Nikolaos S

Mar 08, 2020

very interesting and well deisgned course

创建者 gregorio

Dec 03, 2019

Excellent content and clear explanations.

创建者 Nguyen T H T

Mar 24, 2020

very useful for me to start with Python

创建者 Manoj B

Dec 04, 2019

Beginner level of plotting and sampling

创建者 Moid H

Feb 09, 2019

A good introduction on Statistics.

创建者 Aniket D S

Apr 04, 2020

Technically sound and precise.

创建者 Corneliu C

Mar 15, 2020

good introduction to data