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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

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:

1576 - Introduction to Data Science in Python 的 1600 个评论(共 5,986 个)

创建者 MOHAMMAD D

Sep 24, 2020

A very well designed course for beginners and it is very helpful to learn data science in python.

创建者 Akriti T

Aug 4, 2020

The experience was amazing. Each assignment was challenging and always pushes you to learn more.

创建者 Oliver O R B

May 28, 2020

Had been a good experience developing the first capabilities to data manipulating, thank for all!

创建者 Lucas

May 17, 2020

Very nice course to learn pandas library.

Assessment (especially last one) need better description

创建者 Mirza A

Sep 16, 2019

I love so much this course. The material teaches clearly and easies to understand by the lecture.

创建者 Fadhel A

Mar 18, 2019

Brief and well-structured material as expected from university class. Self-exploration is a must.

创建者 oumaima d

Jan 24, 2019

c'est un cours enrichissant il y'a beaucoup de chose à savoir mais bon en générale il est géniale

创建者 Rafael A A S

Nov 13, 2017

Great course with amazing learning tools and a great variety of resources to take advantage from.

创建者 Wesley E

Jan 21, 2017

Very good course with lots of hands on experience. Jupyter Notebooks are very good learning tool.

创建者 Hosein J

Dec 3, 2016

Very nice introduction, I wish homework were more clear and the autograder was much more smarter.

创建者 Ritul J

Mar 26, 2021

This course is awesome. Every concept is explained beautifully and lectures are well structured.

创建者 Emily D

Nov 27, 2020

Excellent class. I went from being a novice python user to actually being comfortable using it.

创建者 Hernando R

Jul 26, 2020

Interesting lectures with useful checkpoints. Challenging assignments. Good learning experience.

创建者 Jatin G

May 18, 2020

Got great hands on experience on data science and python with very nice assignments and project.

创建者 Jathiswar

Apr 21, 2020

A very detailed course and all the explanations were very clear with good materials for practice

创建者 Rupam B

Sep 6, 2019

The course instructor is very good. His way of describing all the things are really interesting.

创建者 Md. Z

Aug 28, 2019

I'm really amazed to have the course of the instructor. I am confident enough to play with data.

创建者 Nagarajan R

Feb 5, 2018

Good introduction. Assignments were more interesting and helpful to gain comfort and confidence.

创建者 Cesar V

Oct 22, 2017

I've learned the basics of Data Science and also learned some python along the way. Mucho gusto!

创建者 Leonardo E

Aug 31, 2017

Great course. Good level of difficulty in the assignments challenging the students for learning.

创建者 Channappa C

May 24, 2017

Good data science course for those having programming background with fair knowledge of python.

创建者 Mark L

May 20, 2017

This course was really useful. It progressed at a good pace and concepts were explained clearly.

创建者 Yun D

Feb 25, 2017

It provides plenty resources and requires a lot more effort from the learners of point of view.

创建者 David M

Nov 4, 2016

Excellent material. Excellent teaching. Challenging problem sets. Autograder needs some work.

创建者 Santiago M S

Oct 3, 2022

IVery in depth information. Assignments are awesome. It's more than introduction in my opinion.