Programa de cursos integrados Functional Programming in Scala
Program on a Higher Level. Write elegant functional code to analyze data that's big or small
Sobre esse Programa de cursos integrados
Discover how to write elegant code that works the first time it is run. This Specialization provides a hands-on introduction to functional programming using the widespread programming language, Scala. It begins from the basic building blocks of the functional paradigm, first showing how to use these blocks to solve small problems, before building up to combining these concepts to architect larger functional programs. You'll see how the functional paradigm facilitates parallel and distributed programming, and through a series of hands on examples and programming assignments, you'll learn how to analyze data sets small to large; from parallel programming on multicore architectures, to distributed programming on a cluster using Apache Spark. A final capstone project will allow you to apply the skills you learned by building a large data-intensive application using real-world data.
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- Intermediate Specialization.
- Some related experience required.
Princípios da programação funcional em Scala
- English, Korean, Serbian, French
Sobre o cursoProgramação funcional está se expandindo enormemente na indústria. Essa tendência é impulsionada pela adoção do Scala como a principal linguagem de programação para muitas aplicações. Scala mescla programação funcional e orientada a objetos em um
Functional Program Design in Scala
Sobre o cursoIn this course you will learn how to apply the functional programming style in the design of larger applications. You'll get to know important new functional programming concepts, from lazy evaluation to structuring your libraries using monads. We'll
Sobre o cursoWith every smartphone and computer now boasting multiple processors, the use of functional ideas to facilitate parallel programming is becoming increasingly widespread. In this course, you'll learn the fundamentals of parallel programmin
Big Data Analysis with Scala and Spark
Sobre o cursoManipulating big data distributed over a cluster using functional concepts is rampant in industry, and is arguably one of the first widespread industrial uses of functional ideas. This is evidenced by the popularity of MapReduce and Hadoop, and most r
Functional Programming in Scala Capstone
- 6 weeks, 4-5 hours/week
Sobre o cursoIn 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 inte
Dr. Heather Miller
Prof. Viktor Kuncak
Dr. Aleksandar Prokopec
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