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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:

1351 - Introduction to Data Science in Python 的 1375 个评论(共 5,986 个)

创建者 Doug H

Jan 15, 2017

Excellent course. As someone that knows R and is trying to learn Python, I found it to be just what I was looking for.

创建者 Tytus W

Jan 2, 2017

A lot of knowledge, sometimes too dense. Treats you like an adult and encourages you to look on your own. Very useful.

创建者 Igor I

Dec 29, 2016

Very condensed and practical. Good fit for the ones who already have some experience in DS using other tools (like R).

创建者 TUMAO, B (

Sep 25, 2020

Amazing Course. Well Presented. Managed to teach the basics of Python programming and Applications in the real world.

创建者 Rohit k k

Jun 20, 2020

it is fantastic experience with this course.this course have content and much more knowledgeable about data science.

创建者 Lucas S

Sep 22, 2019

Even pass the class of Python for everyone still not easy for this advanced class, but the class content is very good

创建者 Rahul C

Aug 26, 2018

This course is really a great learning tool for Data Analysis. Dealing with auto-grader can sometimes be frustrating.

创建者 Lawal A F

Nov 9, 2017

Great course, although not for beginners, i definitely learnt a great deal as one. I guess i'm not a beginner anymore

创建者 Ling J

Jan 15, 2017

This would be the best course I have in this platform. Videos and readings are very brief but homework are fantastic!

创建者 Abhirup K

Sep 20, 2020

I am pretty impressed by this course particularly I get to a lot about this subject I enjoyed this course thank you.

创建者 Deleted A

Sep 6, 2020

It was a great experience taking this course, I learned a lot and the process of learning is perfect for self-study.

创建者 Thales A K N

Jun 28, 2020

One of the best possible introductions to Data Science! You'll end the course knowing how to really manipulate data!

创建者 Gustavo J

Jan 22, 2020

It is a very interesting course. Even being an introductive one, it has a high level and a lot of material to learn.

创建者 Ricardo J M S

Sep 5, 2019

Es un excelente curso para empezar a manejar las librerias y herramientas que ofrece Python. Lo recomiendo muchisimo

创建者 Alfia S

Aug 24, 2019

This was an amazing course. Enjoyed studying with this course and the assignments were fruitful and challenging too.

创建者 Jędrzej

Nov 18, 2018

Great course, challenging - but not too hard.

Good introduction to Data Science. Basic knowledge of Python is needed.

创建者 Fatemeh M

Jun 30, 2018

This was a great and somehow challenging course , I've learned a lot from the subjects.Thanks to Michigan university

创建者 Jack S

Dec 2, 2017

Not an easy course - assignments take a significant amount of time & independent research, which is a good thing imo

创建者 Abhishek G

Jan 14, 2022

The assignments are a bit challenging. Great course for hands-on learning for data analysis using Pandas and Numpy.

创建者 Juan C D S

Aug 31, 2021

Excellent course to get started in data analysis with Python using pandas and other important libraries. Thank you!

创建者 张超杰

Dec 11, 2017

I like the course very much , though for me it is a challenge, but i do like it ,i can learn a lot of skills here .

创建者 Dipanjan “ S

Jan 26, 2017

Excellent to get started with data science with Python. Very good instructor and lots of hands on exercises. Kudos!

创建者 maleki

Jun 10, 2023

This really help me find a deep understanding of pandas and function, however I have already used pandas function.

创建者 Yonadab J G M

Sep 19, 2022

Es un curso excelente para quien desee adentrarse mejor al manejo de datos y limpieza de los mismos. Buen curso !

创建者 Volodymyr Z

Nov 29, 2020

A lot of interesting, mind-changing ideas and approaches to processing data. Very suitable for beginners in Python