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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:

801 - Introduction to Data Science in Python 的 825 个评论(共 5,986 个)

创建者 Qidong H

Jan 1, 2017

This is a great course with excellent materials and very practical assignments. The course forum is more than supportive, I won't be able to complete this without helps from my peers and all the teaching staff.

创建者 Marc T

Nov 7, 2016

Very nice course format. Sometimes really challenging, and outright fun ! I wish there would have been a little more participation by staff / mentors, but this is just a minor cutback. Recommended to everyone !

创建者 SHIBLI N

Dec 2, 2022

Nice Course Materials. Assignments are a little bit challenging which makes the course so special and it helps me good understanding of the lecture. I think, a little improvement is necessary in regex section.

创建者 Ravi

Aug 30, 2019

This course is fabulous, most of the time we have to learn on our own.Teaching staff is giving valuable suggestions to each and every question posted by students.After completion of course you feel confidence.

创建者 Yves T

Aug 10, 2019

Great course with assignments that are challenging but not too hard. The difficulty is balanced and I really feel I master the knowledge. The lessons are great. The staff was responsive when I asked questions.

创建者 Harold

Jan 13, 2019

This course has an in-depth exposure to pandas, and how to manipulate dataframes. I found it quite challenging and rewarding, as it improved my knowledge of series, dataframes and data manipulations in Python.

创建者 James C

Mar 25, 2018

A profound and delightful experience of online learning.

I especially impressed by the exercise of submitting assignment.

It is so excited to get it passed while I can really learn something from those exercise.

创建者 Lawrence O

Mar 29, 2017

Very informative introduction to Data Science using Python. Well presented and explained by the instructor. I will recommend this for python beginners and intermediate learners.

I enjoyed it, hope you will too.

创建者 Kaustav T

Jan 31, 2017

The course material is very short and precise. Previous knowledge of Python is helpful. This course serves its purpose as an introduction to Python libraries and how they are used in the field of Data Science.

创建者 Max R

Jan 3, 2017

Very well prepared course, good quality video and audio too (some of the older courses have crappy audio)... this class gives you enough information to allow you to research and attack new problems on your own

创建者 Robert M

Jun 28, 2021

The homework was challenging. Sometimes the question didn't seem quite clear. But the forums were a HUGH help - lots of great hints and some partial solutions that let you know if you're on the right track.

创建者 Mark

Jun 28, 2019

Excellent course, challenging assignments, the lectures go through material quickly, but they're efficient. This course requires a lot of external research, which is good in my opinion because it's realistic.

创建者 Pankaj K M

Jul 6, 2020

the course is been really helpful to learn several python libraries like pandas,numpy,scipy etc that are widely used in data science so far hence the overall course was really awesome. Thank you Coursera. :)

创建者 SaketKr

Jul 11, 2018

It was seriously an awesome experience, I got to learn about so many new concepts and with a bit more of practice, I feel a lot more confident. I can't thank enough to Coursera, and I'll be grateful forever.

创建者 Arian J

Jan 3, 2018

The course is overall good but it's in a fast pace and the instructor is teaching very fast. However, the well designed assignments made it possible to perceive all the necessary materials you need to learn.

创建者 gurtej s

Apr 2, 2019

it's huge help to learn about data science in python,everything in this course is knowledgeable,i get to know about lots of thing about Data science and python which help to increase my knowledge .Thank you

创建者 Spring D

Oct 27, 2018

This is a new user friendly course. I learnt the skills needed to fulfill basic data manipulating project from almost zero and felt a great sense of achievement when I eventually finished the final project.

创建者 Rami K

Dec 8, 2016

I really like this course, it is a good kick off to learn and practice Pandas. The assignments are more difficult than the avg assignment in coursera courses which I think made this course more productive.

创建者 Paul F

May 10, 2021

The assignments are very well considered, ensuring the student must apply everything that that is taught within the course to their solution; engendering a genuine sense of accomplishment - once completed.

创建者 Pa O C

Sep 5, 2020

One of the best online courses I have taken. The assignments were a true test of grit and resolve and I felt that Data Science was not meant for me as some point but Kudos to the community for being there.

创建者 Lucas M

Jul 14, 2020

It's a very good course. I had few issues only understanding some concepts which I'm not familiar with, mainly stats concepts. This course for opened the way to continue studding much more in data science.

创建者 Elena C

Apr 13, 2020

It was very interesting introductory course to Data Science with Python. It helped me learn about the Data Scientist profession and what it would entail to transition into this field within the workforce.

创建者 Justin W

Apr 15, 2018

The assignments are great, but many needed knowledge is not covered in the lectures. I believe this is by design and recommend re-balancing the lectures by covering more needed skills to solve assignments.

创建者 Amogh M

May 6, 2017

This course is great but you have to be a good self learner and explorer as it is very difficult to catch up with the speed of the course. The content they tell is not enough but is great for a self start.

创建者 Hammad U D A K

Aug 29, 2021

The course was taught excellently. I do however will recommend that from week 2, there should be more pop-ups for question-answers like we had in week 1 to help us keep up with what is being shown/taught.