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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
27,240 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

KL

Mar 11, 2018

A very nice introduction to libraries/skills used by data scientists. The auto-grader was extremely annoying though. Also, I felt that some of the questions on the assignments were a bit ambiguous.

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:

1526 - Introduction to Data Science in Python 的 1550 个评论(共 5,986 个)

创建者 Osmar S

Nov 8, 2020

Excellent introduction to Python and Data Science with excellent support from staff and instructors!

创建者 103 s n

Jul 25, 2020

This course is only for people who are good at python(object oriented programming is not necessary).

创建者 Pulkit G

Mar 27, 2020

Awesome Course the level of Assignments is too good for learning, you learn by doing in this course.

创建者 Nilesh I

Sep 10, 2018

Amazing course, good introduction to pandas and I loved the hypothesis testing part ! Great course !

创建者 Bruno H G

Jun 17, 2018

Really great course, I could study with friends and explore many issues I had !!! Thank you so much!

创建者 Nam N H

Apr 20, 2018

In general quite good but some part are explained quite fast. But thank you for good lecture overall

创建者 kunal k

Dec 12, 2017

Lucidly explained the basics of Python programming. Made it easy for a newbie of Python programming.

创建者 Mohammed S L

Oct 20, 2017

Excellent introduction and exercises on Data cleaning, data reading, and data analysis using Python.

创建者 Satya D

Aug 23, 2017

Course structure is very clean so that everyone can understand the topic from root to advanced level

创建者 Davide T

May 22, 2017

Great learning experience with a very good teacher. A little bit difficult but, hey this is science!

创建者 Joshua K

Mar 31, 2017

Amazing course. Really easy to follow along as long as you put the work in and study you'll be fine!

创建者 FRANCISCO I D B

Sep 7, 2020

I liked this course. The type of evaluations and discussion forums were challenging and interesting

创建者 Barah A

Jun 21, 2020

The assignments were bit difficult than expected. But overall it was a wonderful course. Thank you.

创建者 Nandha k v

Jun 12, 2020

teaching was superb and everything was clearly explained. The discussion forum was also interactive

创建者 Harsh K

May 9, 2020

The assignments were challenging and it was a great time learning this course. Thank You, Coursera!

创建者 Michael M

Aug 28, 2018

Loved it! Would you consider adding an optional sixth week for those who are willing to go further?

创建者 Abhijeet M

May 23, 2018

A very good course for learning python. I've got great confidence in handling dataframes in python.

创建者 Tiberiu

Feb 24, 2018

Very succinct and provided fundamental information. Moves quickly, but rewatching the videos helps.

创建者 Cheng-shuo Y

Jan 2, 2018

I like this course as it is kind of difficult for new birds but quite interesting for growing birds

创建者 Carlos R

Nov 19, 2017

This course is a great opportunity to understand and deepen into de topics related to Data Science.

创建者 A K S

Sep 8, 2017

Excellent practice assignments but please provide a little more detailed feedback in grader output.

创建者 Peter - J W

Jan 14, 2017

I have learned an amazing amount about Pandas and how powerful it is for Data Science, Thanks Peter

创建者 Alex M

Dec 20, 2016

The professor speaks really fast, but the content is fantastic. This course is extremely practical.

创建者 Can D

Aug 17, 2023

Great for learning fundemental data analysis concepts with hands-on python programming assignment.

创建者 Yashas S L

Dec 25, 2021

I learnt about types of data, data handling and analysis of large amount of data easily by python.