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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:

4576 - Introduction to Data Science in Python 的 4600 个评论(共 5,994 个)

创建者 Partha P M

May 16, 2020

I like how efficiently described here the Pandas and Numpy library.I enjoyed it a lot

创建者 Vishal P

Sep 11, 2019

A Good Course for Anyone with a Minimal Programming Knowledge to Start up with Python

创建者 JIE T

Sep 19, 2018

It's really helpful. While to do the assignments ,we have to learn a lot after class.

创建者 Sakshi J

Aug 21, 2018

Really enjoyed the course and specially the assignments enhanced my course knowledge!

创建者 AYUSH S

Jul 25, 2018

Great course for a beginner.

Good pace of teaching.

Best at x1.50 speed.

Good exercises.

创建者 ketan l

May 30, 2018

Assignments are really good and you need to apply enough functionality to solve them.

创建者 Augustine O

Aug 20, 2017

Great course, affords you the opportunity to learn and to find solutions to problems.

创建者 Christopher L

Jul 27, 2017

great introduction to the basic building blocks behind data manipulation with pandas.

创建者 Laura A

Aug 9, 2023

I think the last assigment had several issues that were more difficult to understand

创建者 will r

May 16, 2021

Helpful material, however the lab questions could be better written. I learned a lot

创建者 dhruv_999

May 18, 2019

The Course is well designed for intermediates and level of assignments is also good!

创建者 Soumyakanta S

Aug 4, 2018

Course with good contents, which is needed for advancing data analysis using python.

创建者 Jaime M

Mar 12, 2018

Some assignments are ambiguous because the corrector is not updated...

But i like it.

创建者 Max R

Jul 7, 2017

Moves at a good pace with clear explanation of concepts and mechanics of tools used.

创建者 Dana L

Jan 7, 2025

material is good, assignments are annoying due to the autograder and some mistakes.

创建者 Md. M H

Oct 10, 2020

It's a nice course to learn both Python and data science. Thank you Michigan teams.

创建者 Anurodh M

Jul 24, 2020

The assignments were little challenging and more of external learning was required.

创建者 Stanley M

Jun 29, 2020

The instructions were too fast. The assignments were really demanding but helpful

创建者 wwwangxinyi

Mar 29, 2020

More detail needs to be found outside of the class. But the class is still helpful.

创建者 Moshe H

Oct 15, 2017

Very good course

Just I found that the coursework took way beyond what I catered for

创建者 Kishaan J

Apr 16, 2017

Gave me a thorough understanding of Python and Data Science. Thanks to the team! :)

创建者 Bidhan A

May 25, 2020

Course was good, as it gave overview of basics, but I think, more could be taught.

创建者 Praphon K

Dec 10, 2019

Good course structure and more getting insight to apply to real case data analysis

创建者 Akshay G

Jun 29, 2019

The course is well organized and the content is excellent. Try to keep more videos

创建者 Bhawani P M

Mar 7, 2018

Great course to start career as a data scientist. Crisp, clear and concise course.