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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

NF

Jun 17, 2018

I thought this was course was good, and was fairly challenging for an online-only course. I thought the lectures could have been a little longer to ensure proper coverage of materials and functions.

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.

筛选依据:

4526 - Introduction to Data Science in Python 的 4550 个评论(共 5,994 个)

创建者 Jakob M

Jul 17, 2017

Grate material.

Some of the videos are not correctly cut, making them a bit confusing at times

创建者 Da Z

Mar 12, 2017

requires too much self-learning,could be overwhelming to those who lack concrete python basics

创建者 Long Z

Jan 17, 2017

这门课程还算比较可以的。自学内容适中,主要教你如何用pandas模块。学完这门课程,基本可以达到熟练使用pandas模块。非常有帮助。个人觉得,作业还是有一定的难度,从一个中国人的角度看。

创建者 Nuno d S

Dec 11, 2016

Very nice course. The only problem that I found was the lack of exercises between assignments.

创建者 Paweł R

Dec 3, 2016

Good introductory course, but I must admit that the assignments are not explained well enough.

创建者 VENKAT K K

Jan 19, 2021

Assignments were a bit tough(had to do a bit of searching on net) but the lectures were good.

创建者 Ali A

Mar 12, 2020

it was really a good course, But there should be detailed explanations as it is for beginners

创建者 Daan L

Mar 3, 2020

The autograder was very frustrating, threw a lot of errors. Course content was great though!!

创建者 Rohit R W

Jul 29, 2019

These course is very good for data science with python in future for job purpose in industry.

创建者 Gonzalo R G

Feb 12, 2018

The course is quite complete but it lacks a bit of extra formation towards the last exercise.

创建者 Gareth J

Nov 19, 2017

A good course. The timescale for completion is realistic and the assessments are not trivial.

创建者 Rupert

Jun 5, 2017

Tough speed - learning effect created by the weekly assignments. Good start into data sience.

创建者 Najmeh R

Jun 4, 2017

The videos are not so comprehensive! but by doing exercises, your coding skills will improve.

创建者 Prabhant S

Mar 2, 2017

the content was more focused on just pandas library

couldve included matplotlib and scipy also

创建者 SADU R S R

Jun 26, 2020

To learn the basic level, this type of approaching is very good and it is done user-friendly

创建者 Ashik S S

May 1, 2020

Could be more basic for me it was hard to grasp some concepts but somehow did it . Thanks :)

创建者 Samchuk D

Nov 5, 2017

Extremely good, however requires a much more time and patience than specified (estimations).

创建者 Sairaj S

Jul 27, 2020

Good Course but lack of documentation and theory part is less difficult to solve assignment

创建者 Kanav G

Jul 5, 2020

Takes a lot more than the written 16 hours, but overall a good foundation for data cleaning

创建者 Vinicius A d O

May 7, 2020

Some problems in auto-grader make the experience be 90% awsome. Besides that would be 100%.

创建者 Vishal V

May 13, 2019

There is more stress on Data Science aspect. some basics of Python should also be included.

创建者 Yogesh B

Apr 23, 2018

The course is very extensive and challenging , the assignments are too good for a beginner.

创建者 Mani A

Apr 15, 2018

An excellent course except in the last Week in the last video. The material is not obvious.

创建者 Volodymyr S

Jun 20, 2017

a very good introductory course for learning pandas and basic data manipulation with python

创建者 HECTOR L O

Feb 14, 2021

This course was awesome. Different and challenging, I learn a lot so, thanks to the team.