Informações sobre o curso
4.8
6,195 classificações
1,241 avaliações

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Comece imediatamente e aprenda em seu próprio cronograma.

Prazos flexíveis

Redefinir os prazos de acordo com sua programação.

Nível intermediário

At least one year of programming (in any language)

Aprox. 23 horas para completar

Sugerido: 5 hours / week...

Inglês

Legendas: Inglês, Coreano, Sérvio, Francês

O que você vai aprender

  • Check

    Understand the principles of functional programming

  • Check

    Write purely functional programs, using recursion, pattern matching, and higher-order functions

  • Check

    Design immutable data structures

  • Check

    Combine functional programming with objects and classes

Habilidades que você terá

RecursionScala ProgrammingArray ProgrammingFunctional Programming

100% online

Comece imediatamente e aprenda em seu próprio cronograma.

Prazos flexíveis

Redefinir os prazos de acordo com sua programação.

Nível intermediário

At least one year of programming (in any language)

Aprox. 23 horas para completar

Sugerido: 5 hours / week...

Inglês

Legendas: Inglês, Coreano, Sérvio, Francês

Programa - O que você aprenderá com este curso

Semana
1
13 horas para concluir

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 vídeos (total de (Total 139 mín.) min), 8 leituras, 4 testes
11 videos
Tools Setup for Linux22min
Tools Setup for Mac OS X21min
Tools Setup for Windows18min
Lecture 1.1 - Programming Paradigms14min
Lecture 1.2 - Elements of Programming14min
Lecture 1.3 - Evaluation Strategies and Termination4min
Lecture 1.4 - Conditionals and Value Definitions8min
Lecture 1.5 - Example: square roots with Newton's method11min
Lecture 1.6 - Blocks and Lexical Scope8min
Lecture 1.7 - Tail Recursion12min
8 leituras
Tools Setup (Please read)10min
Cheat Sheet10min
IntelliJ IDEA Tutorial10min
Eclipse Tutorial10min
SBT tutorial and Submission of Assignments (Please read)10min
Learning Resources10min
Scala Tutorial10min
Scala Style Guide10min
1 exercício prático
Learning check-in2min
Semana
2
7 horas para concluir

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 vídeos (total de (Total 84 mín.) min), 2 testes
7 videos
Lecture 2.2 - Currying14min
Lecture 2.3 - Example: Finding Fixed Points10min
Lecture 2.4 - Scala Syntax Summary4min
Lecture 2.5 - Functions and Data11min
Lecture 2.6 - More Fun With Rationals15min
Lecture 2.7 - Evaluation and Operators16min
Semana
3
7 horas para concluir

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....
3 vídeos (total de (Total 66 mín.) min), 2 testes
3 videos
Lecture 3.2 - How Classes Are Organized20min
Lecture 3.3 - Polymorphism21min
Semana
4
8 horas para concluir

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 vídeos (total de (Total 117 mín.) min), 2 testes
7 videos
Lecture 4.2 - Functions as Objects8min
Lecture 4.3 - Subtyping and Generics15min
Lecture 4.4 - Variance (Optional)21min
Lecture 4.5 - Decomposition16min
Lecture 4.6 - Pattern Matching19min
Lecture 4.7 - Lists16min
Semana
5
1 hora para concluir

Lists

This week we dive into Lists, the most commonly-used data structure in Scala....
7 vídeos (total de (Total 88 mín.) min)
7 videos
Lecture 5.2 - Pairs and Tuples10min
Lecture 5.3 - Implicit Parameters11min
Lecture 5.4 - Higher-Order List Functions14min
Lecture 5.5 - Reduction of Lists15min
Lecture 5.6 - Reasoning About Concat13min
Lecture 5.7 - A Larger Equational Proof on Lists9min
Semana
6
8 horas para concluir

Collections

After a deep-dive into Lists, this week we'll explore other data structures; vectors, maps, ranges, arrays, and more. We'll dive into Scala's powerful and flexible for-comprehensions for querying data....
6 vídeos (total de (Total 99 mín.) min), 2 testes
6 videos
Lecture 6.2 - Combinatorial Search and For-Expressions13min
Lecture 6.3 - Combinatorial Search Example16min
Lecture 6.4 - Maps22min
Lecture 6.5 - Putting the Pieces Together20min
Conclusion4min
4.8
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Melhores avaliações

por RSOct 9th 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 GBAug 13th 2017

An excellent introduction to the concepts of functional programming that had the "side-effect" of getting me hooked on the language! (Even though the hipster in me really wanted to prefer Clojure.)

Instrutores

Avatar

Martin Odersky

Professor
Computer Science

Sobre Escola Politécnica Federal de Lausana

Sobre o Programa de cursos integrados 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

Perguntas Frequentes – FAQ

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  • Quando você se inscreve no curso, tem acesso a todos os cursos na Especialização e pode obter um certificado quando concluir o trabalho. Seu Certificado eletrônico será adicionado à sua página de Participações e você poderá imprimi-lo ou adicioná-lo ao seu perfil no LinkedIn. Se quiser apenas ler e assistir o conteúdo do curso, você poderá frequentá-lo como ouvinte sem custo.

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