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University of Michigan

Data Collection and Processing with Python

This course teaches you to fetch and process data from services on the Internet. It covers Python list comprehensions and provides opportunities to practice extracting from and processing deeply nested data. You'll also learn how to use the Python requests module to interact with REST APIs and what to look for in documentation of those APIs. For the final project, you will construct a “tag recommender” for the flickr photo sharing site. The course is well-suited for you if you have already taken the "Python Basics" and "Python Functions, Files, and Dictionaries" courses (courses 1 and 2 of the Python 3 Programming Specialization). If you are already familiar with Python fundamentals but want practice at retrieving and processing complex nested data from Internet services, you can also benefit from this course without taking the previous two. This is the third of five courses in the Python 3 Programming Specialization.

Status: Web Scraping
Status: Data Processing
IntermediateCourse19 hours

Featured reviews

DP

4.0Reviewed Feb 4, 2021

Good course like the others in the specialization! I found the end of course project unnecessary difficult because there were some subtle errors from the assessment questions and grader.

AG

5.0Reviewed Jul 9, 2020

Very interesting and fine course, in this course I learn how to solve Nested data and new a new thing i.e REST API which seems best in course 3 now I am excited about course 4. Thanking you Michigan

VE

5.0Reviewed May 16, 2020

I thoroughly enjoyed this course, and found myself often looking forward to Prof. Resnick's jokes. I also came to see the beauty and simplicity of Python. Great course. Great language.

GR

5.0Reviewed Jan 2, 2022

Excellent course. Highly recommended. I learned a lot about parts of Python that I was not previously proficient in. I will definitely use what I learned in a job that I'm just about to start.

CM

5.0Reviewed Oct 9, 2019

This was a really excellent course. The functional project at the end helped me understand how recommendation systems work and now I'm very excited to try to build a similar system for books I love.

SS

5.0Reviewed Jun 7, 2020

Excellent. I learned a lot of useful information. The videos are good, and the final project put it all together ad a challenging exercise. Worth the time spend, that is for sure.

AR

5.0Reviewed Jan 24, 2020

Excellent coursework and exercises to learn, especially for beginners -Really liked the presentation and constant support - seems like they know how people think while learning python :)

VU

5.0Reviewed Oct 26, 2021

T​he final assignment which requires secondary sort on string in rever order is genius!T​ook a lot of trial and error to get it right.R​eally learned the power of lambda and sorting

HJ

5.0Reviewed Jan 25, 2020

Another solid course in python programming specialization. After taking this course, you will be able to call data from API and manipulate nasty and unorganized set of dictionary and lists.

SS

5.0Reviewed Aug 21, 2019

Awesome content and guidance with top of the line applications for application of knowledge acquired throughout the course. It covers the basics and then implements higher order topics over them.

DL

5.0Reviewed Oct 13, 2019

This course provides a good intro to working with data and internet apis in the json format using python. Definitely feel confident in digging deeper with APIs on my own after taking this class.

OH

5.0Reviewed Feb 13, 2020

Once more very useful lessons. Be careful on the final project though, it is more prone to errors (even ones you might not be responsible for) than anything else up to this point.

All reviews

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Semant Jain, PhD
2.0
Reviewed May 24, 2019
Dixant Bikal Sapkota
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Reviewed Apr 20, 2020
Mark Guimaraes
3.0
Reviewed Jan 30, 2019
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4.0
Reviewed Jan 30, 2019
Alexander Amy
5.0
Reviewed Apr 30, 2020
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Reviewed Aug 28, 2019
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Reviewed Apr 20, 2020
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Reviewed May 31, 2020
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Reviewed Apr 20, 2020
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Reviewed Jan 2, 2020
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Reviewed Jan 16, 2019
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3.0
Reviewed Mar 4, 2019
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Reviewed Jun 8, 2020
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5.0
Reviewed Feb 6, 2019
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5.0
Reviewed Nov 14, 2019
Jason Dsouza
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Reviewed Jun 27, 2019
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5.0
Reviewed Jan 22, 2021
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5.0
Reviewed Oct 10, 2019
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5.0
Reviewed Aug 22, 2019