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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

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.

PB

Jan 3, 2019

Excellent content and up-to-date material. Dont get 5th star because despite very well crafted Exams, there are evidently some problems with explanations and the "grader" ends up being too restrict.

筛选依据:

1151 - Introduction to Data Science in Python 的 1175 个评论(共 5,986 个)

创建者 Phanendra E

Jun 15, 2020

Though I felt it's too fast for me at the beginning. I caught up with the speed and the explanation is really good with assignments in between.

创建者 Daniela H A

May 1, 2020

El curso muestra de manera progresiva el uso de la librería pandas y pone a prueba las habilidades de cada persona para enfrentarse a problemas

创建者 Diogo S

Sep 29, 2018

Fast and intuitive course introducing Python and Data Science. It is filled with exercises and notebooks that helps you assimilate the content.

创建者 Tsvetan D

Oct 25, 2017

Great module with very practical assignments. I found it a bit challenging, but that's what makes you dig deeper and develop your logical flow.

创建者 Varada G

Jan 24, 2017

Briskly paced course for those new to Python and/or Pandas. Good weekly exercises that ended with a real life data analysis exercise in week 4.

创建者 Daniel B

Dec 18, 2020

Nice introduction to data science in python with pandas, covering relevant skills such as regular expressions and other data cleaning methods.

创建者 David R V M

Sep 16, 2020

If you have basic Python knowledge, you should definitely take this course. Totally recommended! It is challeging for new users but gratifying

创建者 Zillur R

Jul 10, 2020

The course is really good but the assignments are difficult compared to course materials. I think the course material should be more detailed.

创建者 Mahima D

Jun 30, 2020

The teaching part and the assignments complemented each other so well to teach students and make them confident to take up real-life projects!

创建者 Ahmet A Ö

Jul 28, 2019

Perfect Course. I never thought you can learn that much by studying 6-7 hours a week. Almost it is zero to hero. Thanks University of Michigan

创建者 Tan S C

Mar 8, 2019

Equip learner with basic knowledge in manipulating data. Assignment allow learner to explore more in-depth then the learner learnt thru video

创建者 Maksat N

Mar 23, 2018

Nice course. Little, minimal, with the most important aspects covered. I liked the assignments, and that it required more individual learning.

创建者 Hagen T

Sep 19, 2017

The course gives a good introduction to the python pandas library, with assignments that challenge enough to give a solid learning experience.

创建者 David L

Aug 27, 2021

Loved the course! For me as an absolut beginner with python ist was tough and took long, long time - but it was great fun an I learnt a lot!

创建者 Raushan K

Aug 22, 2021

Learnt a lot new things and this was really advanced level course. enjoyed a lot. Assignments and quiz are impressive. Thanks for this course

创建者 Stefan G

Apr 14, 2021

Solid introduction to Data Science in Python. I.e. this is not an introduction to Data Science but an introduction to how to do it in Python.

创建者 Еремин Н О

Dec 22, 2020

Thanks to University of Michigan for good lessons and explainations of hard things! Hope it will help to find a job in Data Analysis/Science.

创建者 Srijanak D

Jun 14, 2020

Excellent course. Perfect balance between coding and code explanation. Best course to get your hands on coding experience with data learning.

创建者 NUPUR F

May 23, 2020

I am very satisfied with the course. The assignments encourage you to explore more about the functions in Pandas and help in better practice.

创建者 Sumit S

Apr 30, 2017

Its a very good course to start learning for data analysis which can work as a foundation to learn more in data science and machine learning.

创建者 Andrés S

Jan 7, 2021

A great course to get into data science as a beginner and learn the fundamentals in data structures with python (pandas). Highly recommended

创建者 Loukas K

Dec 29, 2020

Amazing course. It is all about applying what you learn. Theory is kept short but programming assigments really make you give your best self

创建者 Mackie Z

Aug 8, 2020

The videos are usually much easier than the assignments. Require tons of self learning to pass the assignments. Challenging but interesting!

创建者 Victor V d A

Sep 16, 2018

I am really loving it, a great introduction course with a lot of practicle examples. I am looking foward to the reset of the specialization.

创建者 Brad S

Jan 5, 2018

Quite a fast paced course, would be good to have some background knowledge of Python and statistics but not essential. Tough but achievable.