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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:

1401 - Introduction to Data Science in Python 的 1425 个评论(共 5,986 个)

创建者 Asad A H

Sep 6, 2018

Concise Video Content.

Challenging Assignments. The thing I absolutely love about this course is the assignments.

创建者 Milos P

May 6, 2018

The material in this course was quite valuable. I learned a lot and continue to use the knowledge daily. Thanks!

创建者 David G V

Dec 4, 2017

Very interesting course, specially the notebooks (exercises). Some optional tasks should be labeled accordingly.

创建者 Jitender S V

Nov 29, 2017

Perfect course to learn pandas. Challenging and enjoyable at the same time ;)

Thank you for this awesome course.

创建者 Vangelis K

Sep 20, 2017

A hands on introduction in the Python programming language focusing in the use of the Panda library.

Recommended!

创建者 MUKHAMMAD F A R

Jul 27, 2020

this is amazing course, i am from indonesian never got this amazing course wow! i hope i can learn more in here

创建者 MUKESH K

Jul 12, 2020

Really a good starter for Python Programming from a Data Science perspective. Looking forward to learning more.

创建者 Farah W

May 30, 2020

This is a very helpful course for the beginners in the field, Data Science. I have totally enjoyed this course.

创建者 Mike W

Oct 9, 2019

It's a very good starting point for data science, with plenty of coding work to ensure mastery of the material.

创建者 LENDRICK R

Jan 1, 2019

Great course and excellent instruction from the mentors and staff in the discussion forums, insightful tips :-)

创建者 Sang-il A

Aug 8, 2018

This is very intensive and informative courses for those who want to learn data science with python. I love it.

创建者 Jingbo H

Jun 13, 2018

very good course: good teaching style, good supplemental materials, useful assignments to master the key ideas.

创建者 李祥泰

Jul 6, 2017

nice course with nice assignments that teach us how to use pandas library to do the data clean job in practice.

创建者 Manvi J

Sep 16, 2022

The quiz and assignment of the course are very well designed. It helps the learner to master all the concepts.

创建者 Kueida L

Aug 30, 2020

I like that the assignments are challenging. The practice quizes in the videos could be more well-structured.

创建者 PURNA C R . K

Jul 22, 2020

An Awesome tutorial to start learning Data science using Python and its Libraries ( NUMPY, PANDAS and etc...)

创建者 ROBIN J

Jul 1, 2020

Great course for someone starting from scratch in Data Science. Knowledge of Python however is a prerequisite.

创建者 John M C

Oct 9, 2019

Excellent content, very good and clear instructors. Good exercises that'll keep you on your toes and learning.

创建者 Bryan A

Sep 9, 2019

Hands-on programming and experience data cleaning, could use a bit more help and assistance from TA's however.

创建者 Prithvi B

Dec 31, 2018

Content is just amazing - provides the student enough knowledge so that you can research / google on your own.

创建者 Yuran S

Sep 30, 2018

Very useful course that refreshes my pandas/numpy knowledge. Good introduction to data analytics using python.

创建者 Landry N E

Mar 23, 2018

This course is very practical. It is a very good intro course to Pandas, numpy, data cleaning and manipulation

创建者 Shubham

Feb 19, 2017

Best course to learn Pandas library and some basics of Python required for Data Sciences and Machine Learning.

创建者 Susan M

Oct 20, 2022

Relevant exercises, challenging at intro level: better prep than most courses for intermediate level...imho

创建者 Hari

Sep 14, 2022

This course helped me alot with the basic understanding of data science and its implementation using python.