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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
27,275 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.

DR

Aug 24, 2017

The course is good but the oral explanations are at times very tiresome. A more constructive approach in which the explanations are followed by step-by-step examples whould be far better.Best regards

筛选依据:

4776 - Introduction to Data Science in Python 的 4800 个评论(共 5,995 个)

创建者 Harmandeep K

May 31, 2018

Should make assignments more like a real business problem

创建者 Ricardo W

Oct 1, 2017

Some of the assignments require too much time to complete

创建者 Amit m

May 15, 2017

Good introduction. Hoping to see an intermediate course.

创建者 Diego M

Jul 22, 2020

Very meaningful information and challenging assignments.

创建者 Nikhil J

Jul 17, 2020

one of the best course to get started with data science.

创建者 Christopher O

Jun 10, 2020

It was quite great with plenty of datasets to play with.

创建者 Shikhar S

Sep 2, 2019

Quite good, i wished they included more pandas functions

创建者 Thiébaut L

May 15, 2018

A good start to learn about data management with python.

创建者 Chuying Z

Dec 24, 2017

A great course to experience data science through Python

创建者 Amrita “ A

Oct 9, 2017

Fast paced course but still useful if you are getting yo

创建者 Jinbin F

May 7, 2017

It is a good course, but a little difficult for a newer.

创建者 Kian Y

Aug 4, 2023

week 2 and 3 are incredible but 1 and 4 could be better

创建者 Santiago E F T

Apr 10, 2021

The task are really hard even for a intermediate level

创建者 Sneh P

Sep 26, 2020

This course is best but lectures are little bit faster.

创建者 PRIYANSHU C

May 19, 2020

some assignment questions are too hard but informative.

创建者 Paarth B

Apr 23, 2020

the pace and speed of teaching is fast according to me.

创建者 Marco Z

Feb 11, 2020

The final tests are problematic in the evaluating phase

创建者 Saransh G

Aug 1, 2019

Assignments are too complex for beginners to understand

创建者 Shaif T

May 28, 2017

Course was good , i wish number of exercises were more.

创建者 Nicolas M

Feb 8, 2017

Assignment time estimations were way off in my opinion.

创建者 Joaquin S H

Feb 6, 2017

Was good but the support in the forums could be better.

创建者 Kanakan M P

Jun 28, 2022

Good content to learn basics of python packages usage.

创建者 Prahlad S

Feb 3, 2021

excellent course and hands on learning and assignments

创建者 Nishal

Nov 13, 2019

Good intro to using pandas and going through datasets!

创建者 Chris R

Aug 25, 2018

Great delivery and assignments inline with curriculum.