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, Tumblr and also Coursera.
oferecido por
Programa de cursos integrados Functional Programming in ScalaEscola Politécnica Federal de LausanaInformações sobre o curso
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Resultados de carreira do aprendiz
27%
comecei uma nova carreira após concluir estes cursos
26%
consegui um benefício significativo de carreira com este curso
12%
recebi um aumento ou promoção
Certificados compartilháveis
Tenha o certificado após a conclusão
100% on-line
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. 44 horas para completar
Inglês
Legendas: Inglês, Coreano, Sérvio, Francês
O que você vai aprender
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 você terá
RecursionScala ProgrammingArray ProgrammingFunctional Programming
Resultados de carreira do aprendiz
27%
comecei uma nova carreira após concluir estes cursos
26%
consegui um benefício significativo de carreira com este curso
12%
recebi um aumento ou promoção
Certificados compartilháveis
Tenha o certificado após a conclusão
100% on-line
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. 44 horas para completar
Inglês
Legendas: Inglês, Coreano, Sérvio, Francês
oferecido por
Escola Politécnica Federal de Lausana
Programa - O que você aprenderá com este curso
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
13 horas para concluir
11 vídeos (Total 139 mín.), 7 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
7 leituras
Tools Setup (Please read)10min
Cheat Sheet10min
IntelliJ IDEA Tutorial10min
SBT tutorial and Submission of Assignments (Please read)10min
Learning Resources10min
Scala Tutorial10min
Scala Style Guide10min
1 exercício prático
Learning check-in2min
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 horas para concluir
7 vídeos (Total 84 mín.)
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
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.
7 horas para concluir
3 vídeos (Total 66 mín.)
3 videos
Lecture 3.2 - How Classes Are Organized20min
Lecture 3.3 - Polymorphism21min
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.
8 horas para concluir
7 vídeos (Total 117 mín.)
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
Avaliações
Principais avaliações do PRINCÍPIOS DA PROGRAMAÇÃO FUNCIONAL EM SCALA
por RS8 de Out 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 Set 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 AJ23 de Set 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 RB8 de Dez de 2019
One of the very few courses and Specialization that I highly recommend simply because of the number of materials covered in the best quality possible by the instructor. It's simply an amazing course.
Sobre 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.
Perguntas Frequentes – FAQ
Quando terei acesso às palestras e às tarefas?
Access to lectures and assignments depends on your type of enrollment. If you take a course in audit mode, you will be able to see most course materials for free. To access graded assignments and to earn a Certificate, you will need to purchase the Certificate experience, during or after your audit. If you don't see the audit option:
- The course may not offer an audit option. You can try a Free Trial instead, or apply for Financial Aid.
- The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
O que recebo ao me inscrever nesta Especialização?
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.
Qual é a política de reembolso?
Se você se inscrever, terá 7 dias para testar sem custo e, durante este período, pode cancelar sem multa. Depois disso, não reembolsamos, mas você pode cancelar sua inscrição a qualquer momento. Veja nossa política para o reembolso total.
Existe algum auxílio financeiro disponível?
Sim, a Coursera oferece auxílio financeiro ao aluno que não possa pagar a taxa. Faça a solicitação clicando no link Auxílio Financeiro, abaixo do botão "Inscreva-se" à esquerda. Preencha uma solicitação e será notificado caso seja aprovado. Você terá que completar esta etapa para cada curso na Especialização, incluindo o Trabalho de Conclusão de Curso. Saiba mais .
Mais dúvidas? Visite o Central de Ajuda ao Aprendiz.
