Functional Programming in Scala Capstone
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.
Monthly Subscription Starting at AED 99 + VAT
- Level Foundation
- المدة 32 ساعات hours
- الطبع بواسطة École Polytechnique Fédérale de Lausanne
-
Offered by
عن
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.الوحدات
Data extraction
-
2
Videos
-
1
Readings
-
2
Programming
- Scaffolding material (audit)
- Scaffolding material
2
Videos
- Project overview
- Project setup
1
Readings
- Data extraction
Raw data display
-
1
Readings
1
Readings
- Raw data visualization
Interactive visualization
-
1
Readings
1
Readings
- Milestone: interactive visualization in a Web app
Data manipulation
-
1
Readings
1
Readings
- Data manipulation
Value-added information visualization
-
1
Readings
1
Readings
- Value-added information visualization
Interactive user interface
-
1
Readings
1
Readings
- Interactive user interface
Auto Summary
This capstone course, "Functional Programming in Scala," offered by Coursera, focuses on Data Science and AI. It guides learners through building a large, data-intensive application using real-world weather data. Participants will transform data from weather stations, create visualizations, and implement interactive user interfaces. With a duration of 1920 minutes, this foundational-level course is ideal for beginners and is available under a Starter subscription. Perfect for those eager to apply functional programming skills in Scala to practical, real-world projects.
Julien Richard-Foy