Acerca de este Curso
4.8
5,668 calificaciones
1,148 revisiones
100 % en línea

100 % en línea

Comienza de inmediato y aprende a tu propio ritmo.
Fechas límite flexibles

Fechas límite flexibles

Restablece las fechas límite en función de tus horarios.
Nivel intermedio

Nivel intermedio

At least one year of programming (in any language)

Horas para completar

Aprox. 23 horas para completar

Sugerido: 5 hours / week...
Idiomas disponibles

Inglés (English)

Subtítulos: Inglés (English), Coreano, Serbio, Francés (French)

Qué aprenderás

  • 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 obtendrás

RecursionScala ProgrammingArray ProgrammingFunctional Programming
100 % en línea

100 % en línea

Comienza de inmediato y aprende a tu propio ritmo.
Fechas límite flexibles

Fechas límite flexibles

Restablece las fechas límite en función de tus horarios.
Nivel intermedio

Nivel intermedio

At least one year of programming (in any language)

Horas para completar

Aprox. 23 horas para completar

Sugerido: 5 hours / week...
Idiomas disponibles

Inglés (English)

Subtítulos: Inglés (English), Coreano, Serbio, Francés (French)

Programa - Qué aprenderás en este curso

Semana
1
Horas para completar
13 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...
Reading
11 videos (Total 139 minutos), 8 readings, 4 quizzes
Video11 videos
Tools Setup for Linux22m
Tools Setup for Mac OS X21m
Tools Setup for Windows18m
Lecture 1.1 - Programming Paradigms14m
Lecture 1.2 - Elements of Programming14m
Lecture 1.3 - Evaluation Strategies and Termination4m
Lecture 1.4 - Conditionals and Value Definitions8m
Lecture 1.5 - Example: square roots with Newton's method11m
Lecture 1.6 - Blocks and Lexical Scope8m
Lecture 1.7 - Tail Recursion12m
Reading8 lecturas
Tools Setup (Please read)10m
Cheat Sheet10m
IntelliJ IDEA Tutorial10m
Eclipse Tutorial10m
SBT tutorial and Submission of Assignments (Please read)10m
Learning Resources10m
Scala Tutorial10m
Scala Style Guide10m
Quiz1 ejercicio de práctica
Learning check-in2m
Semana
2
Horas para completar
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....
Reading
7 videos (Total 84 minutos), 2 quizzes
Video7 videos
Lecture 2.2 - Currying14m
Lecture 2.3 - Example: Finding Fixed Points10m
Lecture 2.4 - Scala Syntax Summary4m
Lecture 2.5 - Functions and Data11m
Lecture 2.6 - More Fun With Rationals15m
Lecture 2.7 - Evaluation and Operators16m
Semana
3
Horas para completar
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....
Reading
3 videos (Total 66 minutos), 2 quizzes
Video3 videos
Lecture 3.2 - How Classes Are Organized20m
Lecture 3.3 - Polymorphism21m
Semana
4
Horas para completar
8 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....
Reading
7 videos (Total 117 minutos), 2 quizzes
Video7 videos
Lecture 4.2 - Functions as Objects8m
Lecture 4.3 - Subtyping and Generics15m
Lecture 4.4 - Variance (Optional)21m
Lecture 4.5 - Decomposition16m
Lecture 4.6 - Pattern Matching19m
Lecture 4.7 - Lists16m
4.8
1,148 revisionesChevron Right
Dirección de la carrera

27%

comenzó una nueva carrera después de completar estos cursos
Beneficio de la carrera

25%

consiguió un beneficio tangible en su carrera profesional gracias a este curso
Promoción de la carrera

11%

consiguió un aumento de sueldo o ascenso

Principales revisiones

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.)

Instructor

Avatar

Martin Odersky

Professor
Computer Science

Acerca de École Polytechnique Fédérale de Lausanne

Acerca del programa especializado 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

Preguntas Frecuentes

  • Una vez que te inscribes para obtener un Certificado, tendrás acceso a todos los videos, cuestionarios y tareas de programación (si corresponde). Las tareas calificadas por compañeros solo pueden enviarse y revisarse una vez que haya comenzado tu sesión. Si eliges explorar el curso sin comprarlo, es posible que no puedas acceder a determinadas tareas.

  • Cuando te inscribes en un curso, obtienes acceso a todos los cursos que forman parte del Programa especializado y te darán un Certificado cuando completes el trabajo. Se añadirá tu Certificado electrónico a la página Logros. Desde allí, puedes imprimir tu Certificado o añadirlo a tu perfil de LinkedIn. Si solo quieres leer y visualizar el contenido del curso, puedes auditar el curso sin costo.

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