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Ruse A. Java 9 Functional Data Processing (Video)

Видеоуроки





Разместил: daromir

4-07-2017, 22:01

Просмотров: 170





Ruse A. Java 9 Functional Data Processing (Video)


Название: Java 9 Functional Data Processing
Год: 2017
Жанр: Java / Programming
Автор курса: Andrei Ruse
Уровень курса: Intermediate
Продолжительность: 01:48:00
Язык: English
Формат: mp4
Размер: 374,0 Мб

The Videos will teach you about the data file that will be parsed using the Apache Commons framework, giving the audience exposure to using Maven for dependency management, and we will model the contents of the file using our previous song streaming example. The audience will then learn how to use loops to process, filter, and mutate the data in the file. As a bonus, at the end of the product we will learn how to simplify our processing logic using functional programming.

Table of contents:


LOADING CSV FILES AND MAVEN DEPENDENCY MANAGEMENT

The Course Overview
Introduction to Maven, Dependency Management, and the Apache Commons Library
Parsing Simple CSV Files with Apache Commons
Creating an Object Oriented Representation of a CSV Data File Using Song Information

TYPES OF DATA STRUCTURE

Introduction to Common Java Data Structures (Lists, Sets, Maps, and Their Derivatives) and Their Properties
Creating a List of Songs from Our CSV file, and Finding the Most Popular
Finding a Unique List of Artists from Our CSV file Using Sets
Creating a Map of Artists and Songs, and Demonstrating O(1) Lookup Time Complexity Using Hash Maps
Finding the Top Five Most Popular Artists Based on the Number of Songs Played in a List

FUNCTIONAL PROGRAMMING

Introduction to Streams and Parallel Streams
Modifying All Songs to Include a Processed Time Field Using a Functional Map
Searching Songs to Find Songs Only by a Particular Artist Using a Functional Filter
Counting the Number of Songs by a Particular Artist Using Filters and Aggregates
Additional Functional Operators










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