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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

24,558 個評分
5,516 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


overall the good introductory course of python for data science but i feel it should have covered the basics in more details .specially for the ones who do not have any prior programming background .


5001 - Introduction to Data Science in Python 的 5025 個評論(共 5,459 個)

創建者 Daniel D


Instruction was often unclear and difficult to follow. Be prepared to do lots of learning on your own

創建者 Sajjad A


For a beginner this course is a bit intermediate the assignment is not what a beginner should solve

創建者 Agamemnon


Not clear enough to understand the lecture, also there is a huge gap between assignment and lecture.

創建者 Renato M


There is a HUGE gap between the assignment and the lectures. Otherwise, it would be a great course

創建者 Ajay D


Self- Teaching required too much. Feels as though you don't need the course and can achieve on own.

創建者 Yi L


It was OK. Too many stuff needs self-learning. Better adjust the course schedule and assignments.

創建者 vaibhav s


Assignments were quite time consuming. May be I did not had good background of python programming.

創建者 Sushant N


teaching skills need to be improved as compared t assignment as it consumed much time per day.

創建者 Rugved R K


professor could be more interesting like the one in programming for everybody in python course

創建者 Abdul H R


This course needs more practicing session. There are a lot of lecture but not enough practice.

創建者 Chaithali B


I had really tough time submitting the assignments but overall the course was good.

Thank You.

創建者 Varun R


Too hard for beginners in programming. They should mention this before we pay for the course.

創建者 Harshit D


Assignments are great! They will force you to learn. The professor and lectures, not so much.

創建者 Patavee M


Please provide more lectures. We depend on self-learning more than lectures in order to pass.

創建者 Ahmed W


Needs more focus on Python. It needs an advanced level in Python libraries "Pandas & Numpy"

創建者 Timothy P P


It's stuffed. I had to review the videos over and over with subtitles and had to read a lot

創建者 Philip H


Difficult. I cannot recommend this course to everyone but just technically minded people.

創建者 CSE_B_52_Md_Amaan_Shaikh


Include some theory part in this course,as this is introductory course for data science.

創建者 Zhibo Y


assignment (especially assignment 4) are toooooo difficult for an introduction class!!!



Good and clear video's and assignments. Unfortunately the auto-grader is a bit a pain.

創建者 Surya G


Great course but not for beginners and also i felt the lectures were short and rushed

創建者 Subhajit B


It was too fast paced and I had to a lot of homework myself after the video lectures.

創建者 Saul S


Could have been far better thought out, and the content is not particularly engaging.

創建者 Vignesh M


The assesment part is too difficult compared to concepts explained in the lectrues.

創建者 Gunjan C


A very good course, but found it a bit monotonous. Assignments were good (and tough)