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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

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 :)

MR

Oct 31, 2020

Well organized material. The Discussion forum was the best one I've experienced in my Coursera education. All my questions were answered within one day. The best statistics class I've taken yet!

筛选依据:

501 - Understanding and Visualizing Data with Python 的 525 个评论(共 568 个)

创建者 w. C

Apr 30, 2023

Good lectures and useful statistics exercises with Python. You get to learn what you wanted.

创建者 Vineet S

Apr 12, 2020

More examples could have been used to explain concepts in the 4th week of the course. Thanks

创建者 John S W

Sep 30, 2019

Excellent course. Wish I had had more feedback, or someway to interact with an instructor.

创建者 Nicola D L

May 31, 2020

Light-hearted but fairly rigorous. Material is well explained and examples are compelling.

创建者 Partha S

May 13, 2019

It's a wonderful course. Each and every part is well designed and very well explained. i

创建者 Michael S

Jan 30, 2022

Good basic introduction to visualisations for statistics. Very basic python coverage.

创建者 vivek n

Apr 15, 2019

Very helpful in understanding sampling stats...using python is like a cherry on top :)

创建者 Mohammad S S

Jul 27, 2020

This course is designed in the best manner you can ever approach to the data science.

创建者 harsh s

Nov 14, 2019

Just a tad slow for my pace, but the understanding and course material are on point.

创建者 RENE J E

Nov 8, 2024

Muy buen curso, que ofrece la oportunidad de aprender a analizar datos con Python.

创建者 Shakshi M M

Aug 17, 2020

Very good course if you are a beginner at learning python and data visualization

创建者 Sandeep S R

Jan 28, 2021

course was so awsome.

but, i didn't understand why the asignments were so easy..

创建者 2016 A O D L C B

Oct 10, 2021

Great course. I like the lessons, quizes, I would like improve subs in spanish

创建者 Ross W

Aug 24, 2021

A nice introduction. More focussed on biostatistics than python programming.

创建者 Philippe B d A L

Aug 12, 2020

This course is awesome. If week 4 have more practice, would be excelent!

创建者 Jo L

Apr 20, 2020

Helped me understand some basic concepts of statistics, and insightful.

创建者 Gabriel M

Jan 15, 2021

Could have used more python assignments or unfilled labs in week 4.

创建者 Devina D

Jul 10, 2021

It was good overall. A bit fast-paced, but it was good.

创建者 Akshit A

Sep 19, 2020

Assessments too easy. Course material was good though.

创建者 lokesh k

Jul 28, 2020

Very good starter course for statistics using python.

创建者 Nero

Aug 4, 2022

Good introduction course to statistic for beginner

创建者 shebl m

Dec 12, 2022

very good course content and very good learners

创建者 Md. M H

Jul 9, 2020

Pretty good to learn, have greatly enjoyed it!

创建者 Joy C

Feb 13, 2022

A good foundation for Data Science program.