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学生对 密歇根大学 提供的 Introduction to Data Science in Python 的评价和反馈

25,761 个评分
5,734 条评论


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....



May 9, 2020

The course had helped in understanding the concepts of NumPy and pandas. The assignments were so helpful to apply these concepts which provide an in-depth understanding of the Numpy as well as pandans


Sep 28, 2021

This is the practical course.There is some concepts and assignments like: pandas, data-frame, merge and time. The asg 3 and asg4 are difficult but I think that it's very useful and improve my ability.


5626 - Introduction to Data Science in Python 的 5650 个评论(共 5,684 个)

创建者 Dheeraj a

Jul 4, 2020

The instructor teaches you very liitle and expects you to do thing of your own.It was the worst course i have done until now.The instructor is mad.

创建者 Leonardo W

Jan 8, 2022

T​he assignment is lack of information. The data provide is not match with the data definition. How can we finish a 202 page PDF for 1 assignment?

创建者 Zain R

Aug 5, 2019

The pacing for the course is horrendous, this class quickly becomes impossible to do without looking up answers as the lectures do not help at all

创建者 Azima A

Aug 31, 2020

The Course is too general, not going into details of how codes should be written. In order to pass the assignments you need to separately study.

创建者 Chris M

Mar 31, 2017

Unclear assignments, lectures are brief and sometimes unclear. Spent more time trying to understand what was being asked than actually learning.

创建者 Egbeola A

Apr 9, 2020

The lectures videos were poorly structured, the only good things were the assignment which on its own can teach better than the lecturers

创建者 Daniel V

May 3, 2020

The course material is good, but the auto-grader does not work properly. Most time on week 3 assignment is debuggin this auto-correcter.

创建者 Brian V S

Nov 19, 2016

Very knowledgeable professors, but very little explanation or actual 'teaching'. Graded assignments require a lot of self-education.

创建者 rachel l

Jun 22, 2020

Not much information for beginners without a coding background. Assignments are impossible given the video tutorials we have.

创建者 Daniel B

Nov 11, 2021

Can't learn anything. Nothing is explained properly, everything is just dumped at once and you are expected to know all

创建者 Adithya S

Jun 13, 2020

it is very hard for beginners to understand!! More example type teaching is required than simply dictating the theories.

创建者 Ravi T

Mar 31, 2019

The instuctor is too slow and the way of teaching could be made more interactive and interesting , like CS50 of Harvard

创建者 Allen T

Dec 31, 2021

Time spent != Learning Benefit. Assignment #3 is a waste of time. Week 3 Lecture and assignment #3 were unrelated.

创建者 Diwakar S

Aug 10, 2020

teacher is good but talks way too fast. hard to follow especially data science concepts at that speed

创建者 Vishnu S K

Jun 26, 2020

The Class is too fast and not explained in an understandable manner. Programming is also very fast.

创建者 Lovish b

Aug 18, 2020


创建者 Shailvi S

Jun 19, 2020

Not an introductory course. They don't even teach like you're a beginner. Very very unsatisfied.

创建者 Priata N

May 6, 2020

Not a very good instructor or course. Course topics are good. I had to learn from other sources.

创建者 Xavier P C

Apr 20, 2020

Very poor material compared to what you are asked to do on the assignments. A waste of money

创建者 vivek

Apr 16, 2020

My project is stuck because of silly code validation, can some one look into it urgently

创建者 Santiago T J

May 15, 2020

The content they give in the videos is not enough to perform the tasks they propose.

创建者 Jay B

Apr 22, 2017

just begun, but so far so good. I will update the stars as the weeks progress!!

创建者 Timothy R L

Apr 22, 2020

this class sucks. Huge disappointment after how good python for everyone was.


Aug 19, 2020

i had some issues which i posted as questions but they remained unresolved


Aug 29, 2021

Worst certificate I have ever got. No proper alignment in certificate.