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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
27,240 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.

TG

Apr 13, 2020

Awesome course! I haven't done any course like this. Explanations were very clear and deep, which is very helpful to learn the content. Thanks a lot to the professor and the University of Michigan.

筛选依据:

1551 - Introduction to Data Science in Python 的 1575 个评论(共 5,986 个)

创建者 Yiou G

Jun 28, 2021

Very organized course, you will definitely learn a lot of data analysis techniques from the course

创建者 Luis F T J

Jun 18, 2021

Is a very good course for those who have good skills in python, this is not a course for beginners

创建者 Gaurav k

May 15, 2021

course content is too good and each assignment problem is conceptual which is very useful for me.

创建者 David M

Feb 26, 2021

Very useful introduction course, i learnt a lot about data manipulation here. Very good lecturer.

创建者 Mervin S U

Aug 11, 2020

I really learned a lot and I genuinely felt like I improved since taking this course. Thank you!

创建者 Shivang S

Jun 12, 2020

The Discussion Forum for this Course is the best I have ever seen for any Course on this Platform.

创建者 Sumanth K R B V 1 V T C

May 16, 2020

Really this course is awesome for beginners and lecture deliver way is also nice by the professor.

创建者 Rajnish K

May 14, 2020

for a beginner it was really tough, but after completing the course it gave me immense confidence.

创建者 Dmitriy

May 6, 2020

Very useful, compact, interesting tasks that corresponds with the real tasks I had in my real work

创建者 Baptiste C

May 1, 2020

Very good course for learn the most expensive part of machin learning : download and cleaning data

创建者 Pratik K

Apr 25, 2020

Best course to explore data science using python. Challenging course if your basics are not clear.

创建者 CHIRAG A

Feb 29, 2020

I think this is best course for beginner and all along with the level of questions and assignments

创建者 Tarun G

Feb 28, 2020

Excellent course for learning data manipulation with Python. Perfect for beginner/novice learners.

创建者 Diego S

Oct 20, 2019

The tests/exercises are awesome, though I think some questions should have more details or example

创建者 Shengnan Y

Jun 26, 2019

A lot more difficult than PY4E. Really struggled a lot on the assignment, but definitely worth it!

创建者 Itzel B

Jun 2, 2019

A difficult course, but I'm completely sure that you learn a lot and it help you for the real work

创建者 tanmoy d

Nov 22, 2018

An amazing course, both content and illustration, for an intermediate level data science learners.

创建者 WojciechŚwiderski

Feb 10, 2018

Somewhat demanding for somebody who didn't have much experience with pandas but very professional.

创建者 samuel w

Jan 7, 2018

The assignments were difficult enough to enforce the concepts taught, which I found very effective

创建者 xiyan

Nov 8, 2017

Perfect course. I have learned more about python in data science. Exercises can be really helpful!

创建者 Jonathan B

Sep 17, 2017

Amazing course! Well-thought out and just the right balance between instruction and self-learning.

创建者 Meher B

Feb 19, 2017

Very good and practical course. Challenging and enjoyable assessments. Thank you very much indeed.

创建者 Gabriele A

Nov 24, 2016

Really great course about data science in python and pandas in particular. Absolutely recommended!

创建者 Nicolas B

Aug 1, 2021

Very good material and makes the student think. Learned a lot with this course, I appreciate it.

创建者 HSIEN S

Jan 13, 2021

Fast paced. Straight to the key points. Heal my pain points. Much more interesting than expected.