In this course you will learn how to apply the functional programming style in the design of larger Scala applications. You'll get to know important new functional programming concepts, from lazy evaluation to structuring your libraries using monads. We'll work on larger and more involved examples, from state space exploration to random testing to discrete circuit simulators. You’ll also learn some best practices on how to write good Scala code in the real world. Finally, you will learn how to leverage the ability of the compiler to infer values from types.
Este curso forma parte de Programa especializado: Functional Programming in Scala
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ofrecido por
Programa especializado: Functional Programming in ScalaÉcole Polytechnique Fédérale de LausanneAcerca de este Curso
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Fechas límite flexibles
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100 % en línea
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Curso 2 de 5 en
Nivel intermedio
Aprox. 35 horas para completar
Inglés (English)
Subtítulos: Inglés (English)
Qué aprenderás
Recognize and apply design principles of functional programs
Design functional libraries and their APIs
Write simple functional reactive applications
Understand reasoning techniques for programs that combine functions and state
Habilidades que obtendrás
- Laziness
- Type Class
- Functional Programming
- Referential Transparency
- Reactive Programming
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 2 de 5 en
Nivel intermedio
Aprox. 35 horas para completar
Inglés (English)
Subtítulos: Inglés (English)
ofrecido por
Programa - Qué aprenderás en este curso
12 horas para completar
For Expressions and Monads
We'll start by revisiting some concepts that we have learned from Principles of Functional Programming in Scala; collections, pattern matching, and functions. We'll then touch on for-comprehensions, a powerful way in Scala to traverse a list, process it, and return a new list. We'll see how to do queries with for-comprehensions as well as how the for-comprehension is "desugared" into calls to higher-order functions by the Scala compiler. Finally, we'll discuss what monads are, and how to verify that the monad laws are satisfied for a number of examples.
12 horas para completar
8 videos (Total 76 minutos), 8 lecturas, 3 cuestionarios
7 horas para completar
Lazy Evaluation
This week we'll revisit performance issues caused by combinatorial search, and we'll discover an important concept in functional programming that can address these issues: laziness. We'll also learn a little bit about proofs on trees; in particular, we'll see how to extend structural induction to trees.
7 horas para completar
6 videos (Total 69 minutos)
9 horas para completar
Type-Directed Programming
This week, we’ll learn how to make the compiler write programs for us! We’ll see how the compiler can summon program fragments based on their type and how this mechanism can be used to implement a new form of polymorphism (type classes).
9 horas para completar
7 videos (Total 89 minutos), 5 lecturas, 5 cuestionarios
1 hora para completar
Functions and State
This week, we'll learn about state and side-effects. Through a rich example, we'll learn programming patterns for managing state in larger programs. We'll also learn about for-loops and while-loops in Scala.
1 hora para completar
5 videos (Total 62 minutos)
Reseñas
Principales reseñas sobre FUNCTIONAL PROGRAM DESIGN IN SCALA
por RP14 de sep. de 2016
This is a university degree course which takes enormous effort to complete. But still its beond the programming course range giving you whats not possible to google or learn practical way. Thanks!
por CP27 de jun. de 2016
Maybe an unfair comparison but I am comparing this with the principles of reactive programming. That had much more contents such as actors, etc. Having said that this is a good course by itself.
por ES17 de mar. de 2018
Thank you for this exciting course! I did the FP in Scala course a few years ago and decided to do the full certification now. I am looking forward to the next courses in the specialisation.
por AD2 de jul. de 2021
Wonderful course by Martin Odersky himself. The content is awesome and the way Martin has explained the concepts in Scala 3 syntax and features is great. A course for every Scala developer.
Acerca de Programa especializado: Functional Programming in Scala
Discover how to write elegant code that works the first time it is run.
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