Chevron Left
返回到 Introduction to Data Science in Python

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

24,706 個評分
5,542 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


Wow, this was amazing. Learned a lot (mostly thanks to stack overflow) but the course also opened my eyes to all the possibilities available out there and I feel like i'm only scratching the surface!


5301 - Introduction to Data Science in Python 的 5325 個評論(共 5,487 個)

創建者 Emil K


Many bugs, lecture content does not cover topics required to complete the assignments, assignment instructions are not written in a clear way.



The speaker speaks too fast for any useful "sharing". One need to do reverse engineering to understand the code and underlying concept.

創建者 Adam S


Videos not very explanatory, ended up being a lot of self-teaching, video seemed too scripted and didn't really explain concepts well

創建者 Chenfeng L


Good course materials and the assignment itself is pretty good, but the grader is buggy, not informative and wasted a lot of my time.

創建者 Manya A


Too much focus on databases and database operations, rather than data science.

The assignments are too difficult for a 4 week course.



Assignments were not clearly documented, causing lot of time spent in understanding the requirements than implementing a solution.

創建者 Dilpreet S N


The course is very fast-paced and explanations are not clear neither detailed, it looks like instructors are just doing formality

創建者 Sarah S


This is a poorly taught course which tells you to go away and teach yourself data science rather than teaching you data science.

創建者 Abhishek c


The learning is very fast paced.It seems like the trainer is in hurry.He just touched some keyword without going into details.

創建者 Kush S


The instructor is very fast and assignments are very tough. Their is huge difference between the course and the structure.

創建者 Shrey S M


Pretty difficult course I would recommend the instructions to be more clear and assignments a little more easier .

創建者 Abhimanyu S


Videos are too fast and the assignments are barely dependent on the videos. Had to spend a lot of time on Google.

創建者 Yiren J


The materials are great, but the pace is too fast, I can hardy catch up. Really need to slow down a little bit.

創建者 Apurv G


2 stars only for the great assignments. Whatever I learnt in this course is through google and assignments.

創建者 Sofia R


The course is not gradual. Especially the fourth assignment is too difficult in relation to the course.

創建者 Shahar M


The lectures are much too concise, practice is scarce which renders an overall frustrating experience.

創建者 Cecilia G M


Need clearer examples and explanations. Slides summing up concepts or used functions will be great.

創建者 Dirk


Do you want all the fun sucked out of Data Science! This course's autograder will do it for you!

創建者 Burak C


At times the assignments are more confusing than teachin, especially for non-english speakers

創建者 Jordan T


Good course but somethings are not explicitly stated when it comes to the exams and quizzes.

創建者 naman s


faculty not that good as compared to my last course's.Charles severance was a great teacher.

創建者 don't m


I didn't find it good, it's pretty much straight forward with no explanation as such..

創建者 Marcos M R


The videos are too long and sometimes the assignments too demanding for its own good.

創建者 sparsh d


Instructor hardly teaches anything and gives you the toughest assignments to do.

創建者 Taninwat W


Need more exercise section to cement what I have just learned in each video.