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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

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2,706 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.

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：

276 - Understanding and Visualizing Data with Python 的 300 个评论（共 568 个）

创建者 Elmer J R C

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Feb 11, 2023

Excellent to introduce the Statistics topics with Python.

创建者 Phu T H T

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Dec 8, 2021

This is a good courses, it helps a lot of things, thank !

创建者 Mukkamala R

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Sep 5, 2020

It was a great experience with some outstanding content.

创建者 Yugesh K

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Jun 2, 2020

The best course to start with statistics for a beginner.

创建者 Arnoldo A S N

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May 9, 2023

Good Course. I learned very things usefull!. Thank you.

创建者 Álvaro M R

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Mar 21, 2021

Great course. Very good content. Excellent instructors.

创建者 Valeria C

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Feb 3, 2021

Excellent course. Very clear explanation and examples.

创建者 Md I

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Apr 18, 2019

This is the best course in this website in entry level

创建者 Imre V

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Mar 20, 2019

It was great setup for statistical analysis in python.

创建者 Sean L

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Dec 24, 2022

Very good overview. Loved the resources/apps as well.

创建者 Nicole D

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Jul 28, 2021

Very thorough and a great review of Pandas and numpy

创建者 Simone H

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Nov 30, 2023

Very comprehensive, I learned a lot. Great teachers!

创建者 Dương T

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Nov 3, 2020

This is such a detailed and content-oriented course!

创建者 Julián A U G

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Jul 5, 2020

I liked it and I learned a lot. Thank you very much.

创建者 Erick M A

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Dec 21, 2019

A really good introduction to statistics with python

创建者 Andrey K

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Jan 25, 2021

A very nice introduction to statistics with python.

创建者 Nick S

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Feb 13, 2022

Wonderful introduction course. Excellent teachers.

创建者 Meghana K

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Mar 25, 2019

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

创建者 Satish H

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Jun 30, 2020

Good course,learnt a lot about visualizing data

创建者 Miguel L

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Dec 3, 2019

More statistics than Python but very good course

创建者 Bill S

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Jan 30, 2021

excellent. Brady T west is a very good lecturer

创建者 Elliot T

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May 22, 2020

This course is exactly what I was looking for!

创建者 Hamza A

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May 13, 2019

excellent course having comprehensive lectures

创建者 Dominique C

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Jan 15, 2022

many thanks to the teachers, very good course

创建者 Rosa G P J

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Jul 7, 2021

Excellent course, really easy to understand.