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学生对 University of Michigan 提供的 Introduction to Data Science in Python 的评价和反馈

4.5
27,271 个评分

课程概述

This course will introduce the learner to the basics of the python programming environment, including fundamental python programming techniques such as lambdas, reading and manipulating csv files, and the numpy library. The course will introduce data manipulation and cleaning techniques using the popular python pandas data science library and introduce the abstraction of the Series and DataFrame as the central data structures for data analysis, along with tutorials on how to use functions such as groupby, merge, and pivot tables effectively. By the end of this course, students will be able to take tabular data, clean it, manipulate it, and run basic inferential statistical analyses. This course should be taken before any of the other Applied Data Science with Python courses: Applied Plotting, Charting & Data Representation in Python, Applied Machine Learning in Python, Applied Text Mining in Python, Applied Social Network Analysis in Python....

热门审阅

ME

Jul 26, 2020

Quizzes were very challenging and interesting. I learned alot. The main drawback in this course is that the materials are insufficient to answer the assignments.And some questions were not so clear.

DR

Aug 24, 2017

The course is good but the oral explanations are at times very tiresome. A more constructive approach in which the explanations are followed by step-by-step examples whould be far better.Best regards

筛选依据:

4826 - Introduction to Data Science in Python 的 4850 个评论(共 5,994 个)

创建者 Alok S

Jul 6, 2018

Great content and explanations to novel concepts.

创建者 [email protected]

Mar 21, 2018

A very good course as introduction to Datascience

创建者 Lionel C

Nov 28, 2017

Great for learning python basics for data science

创建者 Waqar Z

Apr 6, 2017

This is the good course for learning data science

创建者 Jorge L S B

Aug 19, 2022

Autograder in week 4 assigment could be improved

创建者 mansi s a

Oct 10, 2020

really helped in improving skills in our carrier

创建者 ADARSH G

Jul 26, 2020

The course should provide with some more videos.

创建者 Jayanth T

May 24, 2020

It is one of the best course of data science...!

创建者 G c p

May 12, 2020

it good to understand assignment also very good.

创建者 Ankit G

May 2, 2020

It was a great experience attending this course.

创建者 Sahil G

Mar 26, 2020

thanks , the course will be helpful for my work

创建者 Ardan B P

Dec 19, 2019

Good, but I think the video course is too simple

创建者 Rachel S

Aug 14, 2018

Some directions were confusing but learned a lot

创建者 Sergio A O

Sep 21, 2024

excelente para iniciar en las ciencias de datos

创建者 Shankar S

Jun 22, 2020

I found this course very useful and challenging

创建者 Qucheng P

Aug 29, 2019

Need to have more guidance for the assignments!

创建者 Raúl A R C

Dec 15, 2018

some of the automatic revision has some issues.

创建者 Marin S

Dec 2, 2018

Auto grader needs better debugging capabilities

创建者 Angus L

Jun 2, 2017

very good course and the lecturer is very good.

创建者 Edgar M

Feb 21, 2023

Great content! Some messy question statements.

创建者 Dong P

Dec 28, 2021

Wonderful knowledge for newbie in Data Science

创建者 Mathura D

Jul 23, 2020

The last week module was not very much cleared

创建者 PRATYUSH A

Jun 7, 2020

The course is very good so as the instructor .

创建者 Dongqing Y

May 7, 2020

Assignments barely reflect the course contents

创建者 Christian C G E

Apr 27, 2020

Interesting topics but very fast explanations.