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Parallel Functional Programming with Java LiveLessons (Video Training)

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Description

  • Copyright 2020
  • Edition: 1st
  • Online Video
  • ISBN-10: 0-13-680850-6
  • ISBN-13: 978-0-13-680850-3

16+ Hours of Video Instruction


Parallel Functional Programming in Java LiveLessons describes by example how to apply Java functional programming features and frameworks to alleviate the complexity of developing software that can run efficiently and scalably on multi-core and distributed-core processors.


In this course, learn how to develop programs using powerful object-oriented and functional programming language features and frameworks supported by Java. This course first provides an introduction to Java's foundational functional programming features, including lambda expressions, method references, and functional interfaces. These core features provide the foundation for the next topic in this course: the Java's Streams framework, which supports functional-style sequential and parallel operations on streams of elements, such as map-reduce transformations on Java collections.


This course also shows by example how to develop efficient reactive programs that run scalably on multi-core processors using powerful object-oriented and functional programming language features and parallelism frameworks supported by Java. This portion of the course describes how Java leverages its functional programming features to create the completable futures framework. This framework defines a powerful reactive programming model that allows programmers to run multiple asynchronous operations concurrently in one or more pools of threads and process their results asynchronously with respect to other operations in a program.



Skill Level

  • Intermediate

Learn How To

  • Develop efficient parallel and reactive programs using powerful modern Java object-oriented and functional programming language features and frameworks
  • Recognize the inherent and accidental complexities involved with developing parallel and reactive software for modern Java clients and servers
  • Understand how common software patterns and modern Java parallel and reactive programming mechanisms can and cannot help to alleviate this complexity
  • Know where to find additional sources of information on how to successfully develop robust parallel and reactive programs in modern Java


Who Should Take This Course


This training is intended for software developers who are familiar with

  • General object-oriented and functional design/programming concepts, such as encapsulation, abstraction, polymorphism, extensibility, and the Unified Modeling Language (UML)
  • Core object-oriented programming language features, such as classes, inheritance, dynamic binding, and generics that are available in Java


Course Requirements


Students need to know how to

  • Download and install the Java JDK and JRE
  • Download and install an IDE, such as IntelliJ, NetBeans, Eclipse, or Android Studio


Course Set-up

  • An installed copy of the Java JDK and JRE
  • An installed copy of IntelliJ, NetBeans, Eclipse, or Android Studio


About Pearson Video Training


Pearson publishes expert-led video tutorials covering a wide selection of technology topics designed to teach you the skills you need to succeed. These professional and personal technology videos feature world-leading author instructors published by your trusted technology brands: Addison-Wesley, Cisco Press, Pearson IT Certification, Sams, and Que. Topics include: IT Certification, Network Security, Cisco Technology, Programming, Web Development, Mobile Development, and more. Learn more about Pearson Video training at http://www.informit.com/video.



Sample Content

Table of Contents

Introduction


Part 1: Introduction to Java Concurrency and Parallelism
Lesson 1: Introduction to Java Concurrency and Parallelism


Part 2: Java Sequential Functional Programming Foundations
Lesson 2: Java Functional Programming
Lesson 3.a: The Java Sequential Streams Framework: Overview and Core Feature
Lesson 3.b: The Java Sequential Streams Framework: Internals and Advanced Features
Lesson 3.c: The Java Sequential Streams Framework: Case Study and Evaluation


Part 3: Java Parallel Functional Programming Frameworks
Lesson 4.a: The Java Parallel Streams Framework: Transitioning from Sequential to Parallel Processing
Lesson 4.b: The Java Parallel Streams Framework: Internals and Advanced Features
Lesson 5: The Java Fork Join Framework
Lesson 6.a: The Java Completable Futures Framework: Overview and Core Features
Lesson 6.b: The Java Completable Futures Framework: Internals and Advanced  Features
Lesson 6.c: The Java Completable Futures Framework: Case Studies and Evaluation


Summary

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