University of Michigan
Data Collection and Processing with Python
University of Michigan

Data Collection and Processing with Python

Paul Resnick

Instructor: Paul Resnick

96,706 already enrolled

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Gain insight into a topic and learn the fundamentals.
4.7

(3,944 reviews)

Intermediate level
Some related experience required
Flexible schedule
Approx. 20 hours
Learn at your own pace
97%
Most learners liked this course
Gain insight into a topic and learn the fundamentals.
4.7

(3,944 reviews)

Intermediate level
Some related experience required
Flexible schedule
Approx. 20 hours
Learn at your own pace
97%
Most learners liked this course

What you'll learn

  • Fetch and process data from Internet services effectively.

  • Master Python list comprehensions for data extraction and processing.

  • Utilize the Python requests module to interact with REST APIs and navigate API documentation.

Details to know

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Assessments

2 assignments

Taught in English

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This course is part of the Python 3 Programming Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
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There are 4 modules in this course

What's included

5 videos3 readings1 ungraded lab

In week one the video lectures and activities from the Runestone textbook will cover more complex data structures. By the end of this week, you will have learned how to process json formatted data, traverse nested data using nested iteration, and extract values from nested data.

What's included

13 videos1 assignment1 programming assignment8 app items1 ungraded lab

In week two you will be learning more advanced forms of accumulation. By the end of the week, you will have learned how to use the map and filter functions in combination with functions to transform or filter out data and store the resulting data in a new object. You will have also learned how to accumulate data using a list comprehension.

What's included

13 videos1 assignment1 programming assignment6 app items3 ungraded labs

In week three you will learn how to request data from the internet using Application Programming Interfaces (APIs). By the end of the week, you will have learned how to access data from a few APIs, cache data that you have requested, and also learned how to read and work with other APIs that were not touched on in the module.

What's included

25 videos2 readings1 programming assignment12 app items2 ungraded labs

Instructor

Instructor ratings
4.8 (492 ratings)
Paul Resnick
University of Michigan
9 Courses509,548 learners

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Taking this course by University of Michigan may provide you with a preview of the topics, materials and instructors in a related degree program which can help you decide if the topic or university is right for you.

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4.7

3,944 reviews

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RC
4

Reviewed on Jul 3, 2023

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