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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:

4451 - Introduction to Data Science in Python 的 4475 个评论(共 5,994 个)

创建者 Sunil M

Mar 6, 2017

it is a 5 star course but I am giving it a 4 star primarily because of the pace was very very fast for me...

创建者 Juan M M P

May 28, 2020

They should give us a database of the useful functions for assignments as some are really difficult to find

创建者 Eric

Sep 8, 2017

I liked the course and the subject matter. Not sold on the auto grader but understand why it is necessary.

创建者 Nacho T

Feb 3, 2021

Great introduction course, some assignments are not clear, but with Google and the forum you can pass all.

创建者 ROHIT J

Jun 30, 2020

i think the course was good.i am really happy that i completed it.but i find the course little fast paced.

创建者 Hrushabh K

Jun 8, 2020

Nice course! Professor Brooks taught things in a compact and comprehensive way. Assignments are intuitive.

创建者 Muhammad s k

Sep 16, 2019

It provides good hands-on experience through assignments but the explanation in lectures is in-sufficient.

创建者 Omer A

Feb 3, 2019

The auto-grader should return much more intuitive descriptions for why the grade is lower than full grade.

创建者 Charles M

Oct 2, 2018

Most of the lectures are good, and the assignments are good. There are just a few problems here and there.

创建者 Paul W

May 6, 2018

This course really challenges you to get in there and deeply learn pandas. I am very happy with the course

创建者 Jessica S

Nov 12, 2017

Good teaching and learning but quite a lot of personal work and the examples are all but fun to work with.

创建者 shoeb k

Jun 14, 2017

Good to start on Data Science covers a good starter point, giving a practical approach and theory as well.

创建者 John M

Oct 17, 2022

Very good course overall, but the course pace is a bit fast and could break week 3 into two weeks instead

创建者 Joseph R

Sep 13, 2021

El curso es bastante bueno y tiene buenos contenidos. Revisar las instrucciones en la asignaciones 3 y 4.

创建者 Sergio R E K

Sep 5, 2020

I had a great time learning the contents, but I feel some of the lectures were too fast, at least for me.

创建者 Avneet K

Aug 14, 2020

Content,Assignments and Tutor were Excellent but More Explanation about each topic would have been better

创建者 Vinh T

Jan 26, 2017

good when it's been around for a while, else frustrated with a lot of unclear instruction and no support.

创建者 BRIONES, D M (

Jun 26, 2020

Very helpful and convenient, although some assignments required multiple runs to get the desired results

创建者 Radu B

Jun 11, 2017

Assignments were not specific enough about their requirements and how they will be tested for the grade.

创建者 Bill G

Feb 24, 2020

Students need more than basic knowledge in Python. Need intermediate to advanced skill level in Python.

创建者 Tomasz S

Jan 26, 2018

Very interesting.

Scope of video lectures should better covers skills necessary to complete assignments.

创建者 Gallina S

Sep 2, 2021

Week 4 should be expanded and ttests should be explained a bit better. Otherwise the course is great!

创建者 harendran

Jul 26, 2020

Good course but need to explain programming concepts in detail,very difficult for beginners to follow.

创建者 Nirman N R

Jun 22, 2020

This course can be made best by adding details of every variable and how to use it in a random project

创建者 Mohd. S

May 29, 2020

Assignments are harder than what is taught in the course lectures. Otherwise a good course.Go for it.