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January 6, 2025
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This course is part of Functional Programming in Scala Specialization
Instructor: Julien Richard-Foy
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(546 reviews)
(546 reviews)
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In the final capstone project you will apply the skills you learned by building a large data-intensive application using real-world data.
You will implement a complete application processing several gigabytes of data. This application will show interactive visualizations of the evolution of temperatures over time all over the world. The development of such an application will involve: — transforming data provided by weather stations into meaningful information like, for instance, the average temperature of each point of the globe over the last ten years ; — then, making images from this information by using spatial and linear interpolation techniques ; — finally, implementing how the user interface will react to users’ actions.
Get an overview of the project and all the information to get started. Transform data provided by weather stations into meaningful information.
2 videos1 reading2 programming assignments
Transform temperature data into images, using various interpolation techniques.
1 reading
Generate images compatible with most Web-based mapping libraries.
1 reading
Get more meaning from your data: compute temperature deviations compared to normals.
1 reading
Generate images using bilinear interpolation.
1 reading
Implement how the user interface will react to users’ actions
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Johns Hopkins University
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École Polytechnique Fédérale de Lausanne
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École Polytechnique Fédérale de Lausanne
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École Polytechnique Fédérale de Lausanne
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546 reviews
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Reviewed on Jan 2, 2019
This is the hardest course of this Specialization, but I enjoyed it anyway. Thanks!
Reviewed on May 12, 2017
This capstone project is a nice end of Scala specialisation!
Reviewed on Nov 23, 2020
An interesting project that nicely covers most concepts discussed in the previous 4 Scala/Spark courses. The provided code skeleton is very helpful.
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