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Функциональное программирование и коллекции в Scala

Этот курс исследует принципы функционального программирования с акцентом на мощную структуру коллекций Scala Студенты узнают, как использовать неизменяемые структуры данных, использовать функции более высокого порядка и применять преобразования, такие как карта, фильтр и складывание, для работы со списками, наборами, картами и многим другим . Акцент делается на написании краткого, выразительного и без побочных эффектов кода с использованием богатых библиотек коллекций Scala. Идеально подходит для учащихся с базовыми знаниями Scala, стремящихся углубить свое понимание функциональных методов и манипулирования данными.

Get Started!
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Course Details

Language

Scala

Duration

7 days

Difficulty:

medium

Category

Programming

Certificate

Yes

Requirements

  • ✓ Basic understanding of Scala syntax and programming fundamentals
  • ✓ Scala compiler installed (Scala SDK)
  • ✓ Familiarity with basic terminal/command-line operations
  • ✓ Knowledge of functional programming concepts (e.g., immutability, higher-order functions)
  • ✓ Understanding of Scala collections and their operations
01

Введение в функциональное программирование в Scala

3 Chapters - 0/3 Completed

Функциональное мышление

Чистые функции и неизменность

Высказывания против заявлений

02

Функции высшего порядка и анонимные функции

3 Chapters - 0/3 Completed

Функции первого класса и высшего порядка

Анонимные и кривые функции

Функциональная композиция

03

Работа с коллекциями (неизменные)

3 Chapters - 0/3 Completed

Обзор коллекций Scala

Общие неизменяемые коллекции

Трансформация коллекций

04

Матчирование и рекурсия шаблонов

3 Chapters - 0/3 Completed

Mastering Pattern Matching

Рекурсия в функциональном стиле

Комбинирование сопоставления шаблонов и функций

05

Функциональное приложение с коллекциями

3 Chapters - 0/3 Completed

Построение функционального Трубопровод данных

Мини-проект — трансформация CSV Данные

Лучшие практики и следующие шаги

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