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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:

151 - Understanding and Visualizing Data with Python 的 175 个评论(共 568 个)

创建者 Nipun J

May 30, 2020

I recommend this course to all the data science enthusiast and request to understand precisely the intricate details of this course.

创建者 Constanza C

Mar 21, 2022

Great course to dust or learn some basic notions of statistics for students and scientists in the life sciences and medical fields.

创建者 Vijay K

Feb 15, 2021

It was very helpful to kickstart my research project that involves statistical data analysis, mathematical modelling and simulation

创建者 Walt T S L

Nov 20, 2020

Great introduction to statistics, applied using Python Jupyter Notebooks. Python Code was comprehensive and enabled easy following.

创建者 Somphong P

Jan 30, 2021

Great mix of theory and practise!

The learning material, provided by the lecturers, was presented in a pedagogically valuable way.

创建者 Neil B

Dec 17, 2019

Now feeling a bit more confident about statistics. My anxiety in statistics is fading away. Thanks a ton for this amazing course.

创建者 David P

Feb 14, 2021

A really good course!!! I learned so much and enjoy it. Its a really interactive course and all the concepts are clear presented

创建者 Tania M

Dec 20, 2021

The course is very well structured and the labs are very good! I could learn a lot from this course and I really recommend it!

创建者 Loukas P

Dec 29, 2020

Excellent presentation of the abstract topics of statistics, with concrete, practical applications that are actually useful!

创建者 Ramendra P

Jun 3, 2020

Explained and discussed every concept of statistics and applied python codes in statistics concepts very well.

Thank you UofM

创建者 Zengxiting

Apr 18, 2020

The examples of Python are well-designed and helpful to make me understand the key points of basical statistical techniques.

创建者 Maria G

Aug 24, 2019

It was an excellent course, the explanations were very clear and the examples given really helped to ilustrate the concepts.

创建者 Juan S S S

May 19, 2021

Excellent. I really enjoyed the combination between a nicely taught stastistics and a clear Python programming explanation.

创建者 Rashbir K

Apr 16, 2019

This is a must. If you want to be a data scientist then this course is like a stepping stone. Trust me its totally worth it

创建者 Темирлан А

Jul 22, 2020

The course is excellent-prepared. I mean about every part of it: videos. assignments, links to a real-world problems, etc.

创建者 Casimiro G

Feb 3, 2023

I've really enjoyed a lot the course, the teachers are fantastics and the use the right approach.

Great job, thank you!

创建者 Tiexing W

Jan 25, 2023

The course is well-designed and easy to understand. You will also get hands-on experience through the course learning.

创建者 Katrina-Kay A

Jun 25, 2020

This course give you experience working with real data in Python. Statistical concepts are explained from scratch too.

创建者 Ekrem B

May 11, 2020

I increased my skills about statistics and Python. Thank you very much for amazing lacturers video and good materials.

创建者 Jon B

Feb 14, 2023

Great intro statistics, I have taken some courses on a different online learning site but this was the most thorough.

创建者 Praveen J

Dec 24, 2019

Got pretty neat intro towards the Statistical approach towards the Data. it will a good prerequisite for data Science

创建者 Krishna R

Sep 30, 2020

Great course and the best instructors! Love how they put forth the concepts and examples! Thank You for this course!

创建者 kumar s

Aug 31, 2020

Amazing Course and Instructors. Learned many things about statistics from this course. Instructors were really good.

创建者 Carlos C

Aug 1, 2020

Very good course, I'm so happy with all of I learned about visualization and I will continue with the specialization

创建者 Kristine B

Oct 11, 2020

I learned a lot. This is a very good course to learn basic/introductory statistics and data analysis using Python.