Applied Data Science Capstone at Coursera Overview
Applied Data Science Capstone
at Coursera
Duration | 47 hours |
Total fee | Free |
Mode of learning | Online |
Difficulty level | Intermediate |
Official Website | Explore Free Course  |
Credential | Certificate |
Applied Data Science Capstone
Table of contents
Applied Data Science Capstone at Coursera Highlights
Applied Data Science Capstone
at Coursera
- Shareable Certificate Earn a Certificate upon completion
- 100% online Start instantly and learn at your own schedule.
- Flexible deadlines Reset deadlines in accordance to your schedule.
- Intermediate Level
- Approx. 47 hours to complete
- English Subtitles: Arabic, French, Portuguese (European), Italian, Vietnamese, German, Russian, English, Spanish
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Applied Data Science Capstone at Coursera Course details
Applied Data Science Capstone
at Coursera
Skills you will learn
More about this course
- This capstone project course will give you a taste of what data scientists go through in real life when working with data.
- You will learn about location data and different location data providers, such as Foursquare. You will learn how to make RESTful API calls to the Foursquare API to retrieve data about venues in different neighborhoods around the world. You will also learn how to be creative in situations where data are not readily available by scraping web data and parsing HTML code. You will utilize Python and its pandas library to manipulate data, which will help you refine your skills for exploring and analyzing data.
- Finally, you will be required to use the Folium library to great maps of geospatial data and to communicate your results and findings.
- If you choose to take this course and earn the Coursera course certificate, you will also earn an IBM digital badge upon successful completion of the course.
- LIMITED TIME OFFER: Subscription is only $39 USD per month for access to graded materials and a certificate.
- This course is part of multiple programs
- This course can be applied to multiple Specializations or Professional Certificates programs. Completing this course will count towards your learning in any of the following programs:
- IBM Data Science Professional Certificate
- Applied Data Science Specialization
Applied Data Science Capstone at Coursera Curriculum
Applied Data Science Capstone
at Coursera
Introduction
Introduction to the Capstone
Location Data Providers
Syllabus
Foursquare API
Introduction to Foursquare
Signing up for a Foursquare Developer Account
Foursquare - Search
Foursquare - Explore and Other Queries
Foursquare - Summary
Foursquare API
Neighborhood Segmentation and Clustering
Introduction to Clustering
k-Means Clustering
The Battle of Neighborhoods
The Battle of Neighborhoods (Cont'd)
IBM Digital Badge
Professional Certificate Career Support Services
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