Chevron Left
返回到 Introduction to Data Science in Python

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

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.

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.

筛选依据:

1626 - Introduction to Data Science in Python 的 1650 个评论(共 5,986 个)

创建者 Lucas N

Jan 16, 2019

A few tricky homework assignments but I really enjoyed this course! I learned many new things.

创建者 姜淳予

Jul 6, 2018

This course is so useful, I learned a lot about python. As a starter, I very like this course.

创建者 A.Bashar E

Jan 26, 2018

Great but hard course. Consider good statistical or theoretical data science course before it.

创建者 Joseto R

Sep 5, 2017

I learned a lot in this course. Very happy with the contents and challenges in the assignments

创建者 Darlington C N

Sep 8, 2020

High quality content. Thank you Coursera and the University of Michigan for this opportunity.

创建者 Harsh S

Sep 3, 2020

Very good course. The assignments could be very challenging, but the information is worth it.

创建者 Wesley D P

Aug 8, 2020

The best course to get introduced to data science, high workload improving analytical skills.

创建者 John O

Jul 16, 2019

Really great course.

Looking for more like it.

Love both astronomy and software, this had both!

创建者 santhosh k

Apr 21, 2019

Course was awesome assignments need a lot of research and googling, I liked the course a lot.

创建者 Alessandro T

Feb 6, 2018

Very clear introduction to Python data analysis packages. I will continue the specialisation.

创建者 Samrat S

Nov 21, 2017

Awesome experience, A very good refresher on Pandas and other fundamentals over the weekends.

创建者 Gabriel W

Nov 20, 2017

excellent courser, i will recommend to everyone who would like to study python data analytics

创建者 Erick M A

Nov 2, 2017

Really hard stuff, the student has to research a lot on his side, but it was an worth effort!

创建者 Jacqueline L

Jan 14, 2021

great intro course, previous experience of coding would be very helpful though not essential

创建者 Ventiano

Jul 29, 2020

This course is very helpful, the material presented is very appropriate to the real problem.

创建者 Prashant S

May 9, 2020

Very good course for data science. There is just need for better explanation in assignments.

创建者 Alicia K

Oct 29, 2019

The teacher is sophisticated and the course is well-organized especially for the assignment.

创建者 Yue L

Oct 1, 2019

the best course I had on Coursera so far.

Assignments are well designed to deepen knowledge.

创建者 Pradip V S

Jul 28, 2018

Very informative and challenging... good work for brain and increases the thought process :)

创建者 Yanjie Z

Feb 4, 2018

This course helps me to go over some Python skills and partly improve my programming skills.

创建者 Nancy J M

Dec 29, 2017

Very thorough introduction. Does require some knowledge going in. Appropriately challenging.

创建者 Chrisada S

Nov 29, 2017

The assignments are the highlight for me. I feel a lot more confident after completing them.

创建者 Andrea C M L

Dec 21, 2022

it was challenging and i learned a lot even though i thought I already knew "enough" python

创建者 cristian a m

Jul 27, 2021

This is a complete and interactive course, i wold recomend. That encorages you to continue

创建者 Michael B

Jul 28, 2020

very hard course but i had lots of hours programming in Python so this course is a good one