Functional programming is becoming increasingly widespread in industry. This trend is driven by the adoption of Scala as the main programming language for many applications. Scala fuses functional and object-oriented programming in a practical package. It interoperates seamlessly with both Java and Javascript. Scala is the implementation language of many important frameworks, including Apache Spark, Kafka, and Akka. It provides the core infrastructure for sites such as Twitter, Netflix, Zalando, and also Coursera.
Este curso forma parte de Programa especializado: Functional Programming in Scala
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Programa especializado: Functional Programming in ScalaÉcole Polytechnique Fédérale de LausanneAcerca de este Curso
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Fechas límite flexibles
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Certificado para compartir
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Curso 1 de 5 en
Nivel intermedio
At least one year of programming (in any language)
Aprox. 41 horas para completar
Inglés (English)
Subtítulos: Inglés (English)
Qué aprenderás
Understand the principles of functional programming
Write purely functional programs, using recursion, pattern matching, and higher-order functions
Design immutable data structures
Combine functional programming with objects and classes
Habilidades que obtendrás
Scala ProgrammingRecursionFunctional ProgrammingImmutable Data TypesHigher-Order Function
Fechas límite flexibles
Restablece las fechas límite en función de tus horarios.
Certificado para compartir
Obtén un certificado al finalizar
100 % en línea
Comienza de inmediato y aprende a tu propio ritmo.
Curso 1 de 5 en
Nivel intermedio
At least one year of programming (in any language)
Aprox. 41 horas para completar
Inglés (English)
Subtítulos: Inglés (English)
ofrecido por
Programa - Qué aprenderás en este curso
11 horas para completar
Getting Started + Functions & Evaluation
Get up and running with Scala on your computer. Complete an example assignment to familiarize yourself with our unique way of submitting assignments. In this week, we'll learn the difference between functional imperative programming. We step through the basics of Scala; covering expressions, evaluation, conditionals, functions, and recursion
11 horas para completar
8 videos (Total 52 minutos), 6 lecturas, 4 cuestionarios
7 horas para completar
Higher Order Functions
This week, we'll learn about functions as first-class values, and higher order functions. We'll also learn about Scala's syntax and how it's formally defined. Finally, we'll learn about methods, classes, and data abstraction through the design of a data structure for rational numbers.
7 horas para completar
8 videos (Total 73 minutos)
7 horas para completar
Data and Abstraction
This week, we'll cover traits, and we'll learn how to organize classes into hierarchies. We'll cover the hierarchy of standard Scala types, and see how to organize classes and traits into packages. Finally, we'll touch upon the different sorts of polymorphism in Scala.
7 horas para completar
6 videos (Total 58 minutos)
7 horas para completar
Types and Pattern Matching
This week we'll learn about the relationship between functions and objects in Scala; functions *are* objects! We'll zoom in on Scala's type system, covering subtyping and generics, and moving on to more advanced aspects of Scala's type system like variance. Finally, we'll cover Scala's most widely used data structure, Lists, and one of Scala's most powerful tools, pattern matching.
7 horas para completar
7 videos (Total 69 minutos)
Reseñas
Principales reseñas sobre FUNCTIONAL PROGRAMMING PRINCIPLES IN SCALA
por AJ23 de sep. de 2019
As expected Martin is awesome in explaining principle of functional programming. I have started reading the book as well to make sure I keep up with the knowledge which I have gained from this course.
por RS8 de oct. de 2016
Really good explanation by the instructor. Good assignments. The assignments gave a good insights into functional programming. I loved the way the problems were decomposed into neat smaller functions.
por VP13 de sep. de 2018
It took me much longer than expected to finish the course and sometimes it made me feel stupid and helpless. Diving into functional programming was a mind bending experience, totally worth time spent!
por AM4 de ago. de 2020
Excellent content and instruction. could be improved by providing practice exercises with solutions. Also peer participation is too low to be useful, and there is no instructor feedback in the forum.
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