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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

TG

Apr 13, 2020

Awesome course! I haven't done any course like this. Explanations were very clear and deep, which is very helpful to learn the content. Thanks a lot to the professor and the University of Michigan.

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:

5451 - Introduction to Data Science in Python 的 5475 个评论(共 5,994 个)

创建者 Dannis C

Mar 29, 2019

Very fast paced, you definitely need to have a solid background in Python and the different libraries.

创建者 卢雅丽

Jan 20, 2019

many functions were not included, so I have to look up many other materials to finish the assignments.

创建者 Daniel D

Jul 12, 2020

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

创建者 Sajjad A

May 4, 2021

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

创建者 Agamemnon

Jan 4, 2018

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

创建者 Renato M

Apr 4, 2020

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

创建者 Ajay D

Jun 5, 2019

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

创建者 Yi L

Apr 9, 2020

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

创建者 vaibhav s

Aug 8, 2017

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

创建者 Sushant N

Jun 13, 2020

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

创建者 Rugved R K

Jul 26, 2020

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

创建者 Abdul H R

Apr 22, 2020

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

创建者 Monoplex N

Mar 21, 2023

For the student who has only experience with PY4E, there is a huge gap to pursue this course.

创建者 Chaithali B

Jun 16, 2020

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

Thank You.

创建者 Varun R

Mar 27, 2019

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

创建者 Harshit D

May 25, 2018

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

创建者 Patavee M

Mar 22, 2017

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

创建者 Peter F

Jul 15, 2022

frustrating. there's no reason hidden tests shouldn't be part of validation. it's annoying

创建者 Ahmed W

Jun 6, 2020

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

创建者 Timothy P P

Aug 15, 2018

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

创建者 Philip H

Mar 15, 2017

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

创建者 CSE_B_52_Md_Amaan_Shaikh

Jun 13, 2020

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

创建者 Zhibo Y

Sep 13, 2021

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

创建者 STEVEN V D

Nov 13, 2017

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

创建者 Surya G

Aug 24, 2020

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