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學生對 密歇根大学 提供的 Introduction to Data Science in Python 的評價和反饋

25,752 個評分
5,733 條評論


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....




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



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.


5151 - Introduction to Data Science in Python 的 5175 個評論(共 5,684 個)

創建者 manya g


the instructor has not explained the codes properly at many places. it seemed like as though he was just reading the codes!



if you are a beginner, this course consumes a large amount of time.

Though it is helpful, you need more efforts than thought

創建者 Dimal D


Overall pace of the course was more compared to other courses and doing assignments with limited resources was a challenge

創建者 Mohamed E A B


I have found some issues with the grader where it inputs correct results in the assignment, but the grading keeps failing.

創建者 Markus B


The course materials is very good but very fast. The assignments (especially the last one) could be a bit better explained

創建者 Atakan B


instructor could teach better and wider every learning ability must be made by your self and this is making course harder

創建者 Sheikh M A


I think the method of the instructor was quite bookish and not explanatory. it felt like he was reading it out of a book.

創建者 Alvaro P


Really hard to follow, it took me almost 2 months to complete the course and i had experience with python and sql server.

創建者 Alexandra


Great course! However, it requires a little independent learning and the assignments take a very long time to complete.



Assignments are very nice which helps in gaining good knowledge but explanation videos are not reached my expectations..

創建者 Rishik G


assignments are tough, the instructor could show a lot more in pandas and go through a specific workflow which will help

創建者 jeevan r


i have learn basics of this course its too comfort to learn and understand the lectures and i am happy with the course

創建者 Kamran K


It was very beneficial for those who are familiar with python basics and want to learn advance python of data science

創建者 R. P R


Last assignment was *painful*: Poorly described instructions, outcomes/outpu; the grader was opaque and largely mute.

創建者 Dr. A J


Content was good, instructor was very knowledgeable, but his methodology of teaching was not good. He was very fast.

創建者 Arju A


Things required in assignments could be mentioned.

If language could be made a little bit easier, then it would help!

創建者 Papa K B O


Even though this is an intermediate course, the tutorials were really really quick it was hard to sometimes follow.

創建者 Priyabrata R


It will be quiet difficult to learning panda with this little sort of introductions. and specially as a new comer

創建者 Mayank J


Giving three stars only because of the excellent quality of the assignments. Though video lectures are mediocre.

創建者 Divi A K


Need a clear documentation or basic methods used in numpy and pandas at single place to have a future reference

創建者 Ty C M


Even after taking the beginning course before this, I felt like this course assumed you knew python beforehand.

創建者 Adi.Vamsi S


It's good but I'm unhappy with the programming tutorials ie. Jupiter note book section no explanation is given

創建者 Katia B


The auto-grader is a bit of a pain. But forums were very helpful and generally the assignments are interesting

創建者 Yash M


The course is fine but not upto the mark. Assignments are much difficult as compared to teaching in the videos

創建者 Hussain M


Could be more inclined toward basics! and assignments were very good regardless of the topics not covered!!!!