À propos de ce cours

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Résultats de carrière des étudiants

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ont commencé une nouvelle carrière après avoir terminé ce cours

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Certificat partageable
Obtenez un Certificat lorsque vous terminez
100 % en ligne
Commencez dès maintenant et apprenez aux horaires qui vous conviennent.
Dates limites flexibles
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Niveau intermédiaire

At least one year of programming (in any language)

Approx. 44 heures pour terminer
Anglais
Sous-titres : Anglais, Coréen, Serbe, Français

Ce que vous allez apprendre

  • 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

Compétences que vous acquerrez

RecursionScala ProgrammingArray ProgrammingFunctional Programming

Résultats de carrière des étudiants

27%

ont commencé une nouvelle carrière après avoir terminé ce cours

26%

ont bénéficié d'un avantage concret dans leur carrières grâce à ce cours

12%

a obtenu une augmentation de salaire ou une promotion
Certificat partageable
Obtenez un Certificat lorsque vous terminez
100 % en ligne
Commencez dès maintenant et apprenez aux horaires qui vous conviennent.
Dates limites flexibles
Réinitialisez les dates limites selon votre disponibilité.
Niveau intermédiaire

At least one year of programming (in any language)

Approx. 44 heures pour terminer
Anglais
Sous-titres : Anglais, Coréen, Serbe, Français

Enseignant

Offert par

Logo École polytechnique fédérale de Lausanne

École polytechnique fédérale de Lausanne

Programme du cours : ce que vous apprendrez dans ce cours

Évaluation du contenuThumbs Up92%(17,284 notes)Info
Semaine
1

Semaine 1

13 heures pour terminer

Getting Started + Functions & Evaluation

13 heures pour terminer
11 vidéos (Total 139 min), 7 lectures, 4 quiz
11 vidéos
Tools Setup for Linux22 min
Tools Setup for Mac OS X21 min
Tools Setup for Windows18 min
Lecture 1.1 - Programming Paradigms14 min
Lecture 1.2 - Elements of Programming14 min
Lecture 1.3 - Evaluation Strategies and Termination4 min
Lecture 1.4 - Conditionals and Value Definitions8 min
Lecture 1.5 - Example: square roots with Newton's method11 min
Lecture 1.6 - Blocks and Lexical Scope8 min
Lecture 1.7 - Tail Recursion12 min
7 lectures
Tools Setup (Please read)10 min
Cheat Sheet10 min
IntelliJ IDEA Tutorial10 min
SBT tutorial and Submission of Assignments (Please read)10 min
Learning Resources10 min
Scala Tutorial10 min
Scala Style Guide10 min
1 exercice pour s'entraîner
Learning check-in2 min
Semaine
2

Semaine 2

7 heures pour terminer

Higher Order Functions

7 heures pour terminer
7 vidéos (Total 84 min)
7 vidéos
Lecture 2.2 - Currying14 min
Lecture 2.3 - Example: Finding Fixed Points10 min
Lecture 2.4 - Scala Syntax Summary4 min
Lecture 2.5 - Functions and Data11 min
Lecture 2.6 - More Fun With Rationals15 min
Lecture 2.7 - Evaluation and Operators16 min
Semaine
3

Semaine 3

7 heures pour terminer

Data and Abstraction

7 heures pour terminer
3 vidéos (Total 66 min)
3 vidéos
Lecture 3.2 - How Classes Are Organized20 min
Lecture 3.3 - Polymorphism21 min
Semaine
4

Semaine 4

8 heures pour terminer

Types and Pattern Matching

8 heures pour terminer
7 vidéos (Total 117 min)
7 vidéos
Lecture 4.2 - Functions as Objects8 min
Lecture 4.3 - Subtyping and Generics15 min
Lecture 4.4 - Variance (Optional)21 min
Lecture 4.5 - Decomposition16 min
Lecture 4.6 - Pattern Matching19 min
Lecture 4.7 - Lists16 min

Avis

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À propos du Spécialisation Functional Programming in Scala

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....
Functional Programming in Scala

Foire Aux Questions

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