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Functional Programming in Scala Capstone
Coursera
Course
Unknown

Functional Programming in Scala Capstone

École Polytechnique Fédérale de Lausanne

Final capstone project applying functional programming skills by building a large-scale data application with interactive temperature visualizations.

Unknown6 weeksEnglish14,306 enrolled

About this Course

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

What You'll Learn

  • Apply functional programming skills to large projects
  • Design and analyze large geospatial data
  • Implement interpolation and temporal data analysis
  • Develop interactive user interfaces for data display

Prerequisites

  • Basic computer and internet skills
  • Ability to follow instructions and complete English exercises

Instructors

J

Julien Richard-Foy

Computer Scientist

Topics

Data Analysis
Data Science
Software Development
Computer Science
Big Data
Apache Spark
Geospatial Information and Technology
Heat Maps
Data Manipulation
Interactive Data Visualization

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

تحليل البيانات
علوم البيانات
تطوير البرمجيات
علوم الحاسوب
البيانات الضخمة
أباتشي سبارك
تكنولوجيا المعلومات الجغرافية
تخطيط خرائط الحرارة
Data Manipulation
Interactive Data Visualization

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