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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:

1601 - Introduction to Data Science in Python 的 1625 个评论(共 5,986 个)

创建者 Darren L

Mar 29, 2022

It's really nice to learn pandas in this courses. Every assignment is full of challenge for me.

创建者 Mohamed M

Jan 17, 2022

learned a lot of things that helped me and the instructor was amazing and made everything clear

创建者 Saad M

Jan 16, 2022

This course is greate i learned lot of from there and also it gives me great coding experience

创建者 Daniel H

Dec 12, 2020

Very interesting and useful course. Well presented lectures and thoughtful exercises & quizzes.

创建者 Shyam k k

Jun 22, 2020

If you know some high-school level programming , I would highly recommend this course for you .

创建者 Paul M

May 6, 2020

I felt course challenged me enough to keep it interesting. Some frustration with the autograder

创建者 Atilio T

Mar 5, 2020

Excellent course. Quite useful to get into python programming with application to data science.

创建者 Dwarak S

Nov 5, 2019

Excellent material, bit tough for beginners but excellent way to learn data science with python

创建者 Richard Z

Jul 24, 2019

An overall great course. Well-designed assignments, supportive community, really learned a lot.

创建者 Bob

Feb 28, 2019

Awesome, not an easy one, stretched my Pandas and data analysis skills, and a bit of statistics

创建者 Michael M

Feb 10, 2019

Challenging fast paced course that requires you to do a lot of self-learning. I learned a lot.

创建者 Thomas J

Jun 13, 2018

The programming assignments were really demanding + the instructor is good. I've learned a lot!

创建者 Benjamin D

Nov 9, 2017

Fantastic introduction to data cleaning, manipulation, visualization, and analysis with Python.

创建者 Mohamed S

Sep 7, 2017

Great course , and the forums was really helpful in getting best of the course ....Thanks a lot

创建者 Stephen S

Jul 31, 2017

Excellent introduction and getting working with the several python libraries for data analysis.

创建者 wen c

May 4, 2017

This course is very useful for those who have a little foundametion of python but not familiar.

创建者 Hafsa U

Apr 10, 2022

excellent course with suberb instructructors .

surely will refer to other friends in the field.

创建者 David R

Dec 26, 2021

I learned a lot from this course and will continue to expand on these concepts. Thank you UoM!

创建者 Yashaswa V

Apr 29, 2021

The Best Introductory Course on Python for DS I ever came across over several other platforms.

创建者 Nelson J B F

Apr 17, 2021

Excelent course and teachers. One of the most Hight level course I've been coursed in Coursera

创建者 Serban-Teodor G

Mar 28, 2021

Just what I needed to become familiar with pandas and statistical applications. Very hands on!

创建者 Carlos E G d O

Aug 18, 2020

Very challenging course! The assignments requires a lot of individual research and dedication.

创建者 Junhyeok H

Aug 6, 2020

Great even if you are not an expert with python as long as your coding foundations are strong.

创建者 Dylan A C

May 7, 2020

Great introductory course for someone who has a solid foundation in programming but not python

创建者 Piotr P

Jun 3, 2019

Lectures clearly explain material and you can gain first experience with practical assignments