Chevron Left
返回到 Understanding and Visualizing Data with Python

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

4.7
星
2,715 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

MR

Jun 2, 2020

Never have I come across a course half as interactive as this and it was a much needed confidence booster for a beginner like me. I look forward to completing the specialization : )

AS

Mar 2, 2021

20 studying hours that helps me getting back to speed on manipulating the quantitative data in Pandas with different query conditions, powerful statistics and Sampling Distributions.

筛选依据：

301 - Understanding and Visualizing Data with Python 的 325 个评论（共 571 个）

创建者 Rosa G P J

•

Jul 7, 2021

Excellent course, really easy to understand.

创建者 Carlos F A S

•

Sep 7, 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 2, 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 Anas Z O

•

Oct 3, 2022

amazing course, simple, and well-explained

创建者 Lucy

•

Feb 26, 2020

Very good. Well prepared learning material.

创建者 javier r

•

Dec 16, 2021

Outstanding course. I really recommend it.

创建者 Shreya B

•

Sep 23, 2020

Extremely informative and student friendly

创建者 kinan w

•

Feb 29, 2024

University of Michigan is always the best

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 Julio M M

•

Nov 15, 2022

It gives a solid statistical foundation.

创建者 Peter M

•

Jul 15, 2020

The course was great and very insgihtful

创建者 MD I A

•

Jul 11, 2020

This course is good for basic knowledge

创建者 Trang N

•

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

创建者 Tiago V F d V

•

Apr 11, 2021

Excellent course with great lecturers!

创建者 Benjamin R

•

Mar 12, 2021

Great intro to statistics with Python

创建者 Alan S

•

Oct 15, 2020

Very well taught and straightforward!

创建者 Caleb A

•

Nov 6, 2023

Great Course! You will learn a lot!

创建者 Muhammad A H

•

Nov 16, 2020

The best course Ive ever had so far

创建者 Ahmet L

•

Mar 27, 2022

As always, beneficial. That's all.

创建者 Gabriel J G G

•

Sep 17, 2020

Thanks! excellent course and stuff

创建者 Umesh G

•

Aug 13, 2020

It was an excellent course. Thanks