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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.

HC

May 3, 2018

It's very useful specially for new learner because it only dives into the part of python that data science need. I strongly recommend to anyone even if you don't have experience in programming before.

筛选依据:

976 - Introduction to Data Science in Python 的 1000 个评论(共 5,986 个)

创建者 Haard M

Oct 12, 2018

Good course for intermediate level data science enthusiasts. This course could have been made better by adding more of coding explanation and a little more python basics.

创建者 Zach S

Jan 12, 2018

Great. Just great. One of the first courses that I've taken where I have really been engaged. Lectures go deep and keep the good academic stuff in there for you to learn!

创建者 Zhenyu Y

Dec 5, 2017

Actually, I am new to Python. To complete this course and the assignments, I have referred to StackOverview, python websites and some references in Github, thanks a lot!

创建者 MICHAEL M

Apr 6, 2017

I highly recommend this course for data science beginners like me. python is such an easy language to learn and this course showed how easy it is for data cleaning , etc.

创建者 Xue

Jan 6, 2017

The course is fantastic! By practicing with the assignments, I improved a lot in python programming. I am now confident in doing data cleaning and manipulation in python.

创建者 Evan G

Jul 19, 2018

Immediately after this class I was able to much more effectively visualize tabular data on my research project and build more effective notebooks to share with my peers.

创建者 Matthew K

Mar 2, 2017

Great introduction to the world of data science. Instructor does a great job of explaining the content with easy to follow examples. I highly recommend taking the course

创建者 Josef R

Apr 3, 2022

Great intro for newbies. Recommend to do zour own project with this course + try to solve it and after some hickups go for inspiration. This is the best way to learn :)

创建者 Bruno S L

Sep 13, 2020

This course is just awesome! It dives deep into each topic! The only thing you must make sure before enroling is that your knowledge in Python is at least intermediate.

创建者 Maneesh K

Nov 22, 2017

This is good introductory course which exposes the learner to data science fundamentals. The learner need to practise to get more grounding especially in data cleaning.

创建者 Sanket

Nov 19, 2017

Nice course to get started with Data science, hopefully i can combine this with kaggle based challenges.

looking forward to the rest of the courses in the specialization

创建者 Birbal V

Feb 23, 2017

Very helpful for beginners who wants to learn Data Science with Python. Will recommend to go with this course. Thank you team for giving nice teaching. Very Grateful :)

创建者 Jon B

Jan 31, 2021

Great course if you are looking to build basic data science skills! The forum and community are extremely helpful for if/when you get stuck on a problem or assignment!

创建者 Fan G

Mar 23, 2020

it would be much better if the assignment materials can be taught first and then assigned as homework. I feel some of the practice need information from the next week.

创建者 Ryan R

Jan 4, 2019

assignments were interesting as it required individual learning which led us to research on stack overflow and the pandas doc. Also the discussion forums were helpful.

创建者 Atila d S P

Nov 26, 2017

Great course.

I would like to thank all people involved. I applied the techniques and concepts taught here in my own projects (Ph.D. in Geophysics) from the first week.

创建者 KE Z

Nov 11, 2017

This is a nice course, even though lecture seems easy, bu programming assignment is very interesting, challenging and inspiring. The discussion forums is very helpful.

创建者 Srinivas

Jul 16, 2017

Excellent course - I grabbed to increase my confidence in applying Python for data analysis. It definitely improved my coding skills. Will do next course on plotting!!

创建者 Michael N

Mar 23, 2017

Excellent overview of the topic. Lectures are well delivered, if a bit terse. Assignments are well designed, and the mentors in the discussion forums are very helpful.

创建者 Estefania D L

Aug 4, 2020

El contenido del curso es muy completo y claro, además las tareas son muy enriquecedoras de realizar y nos motivan a investigar y practicar por nuestra propia cuenta.

创建者 Vaibhav R K

May 10, 2020

I really enjoyed learning. The course really enhanced my knowledge in Data Science . The assignment are pretty hard and good . At last the course is really worth it.

创建者 PEILIN P

Apr 14, 2020

I feel this course really helps me build a solid foundation of Python coding. It covers a wide range of coding details and encourages students to learn by themselves!

创建者 Davis V

Nov 17, 2018

Amazing first course on Pandas. I can confidently say i feel more confident with Pandas, and basic Python for data science programming after taking this first course.

创建者 David G

Apr 23, 2017

Very informative. Would be interested to see the correct way to complete many of the assignments, as I'm sure there are more elegant ways to complete them than I used

创建者 Joshan M

Nov 24, 2016

Very hard course comparatively speaking, especially when one needs to manage so many other things. But I think it was worth the figurative blood and tears. Thank you!