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Modern Scala Projects

You're reading from Modern Scala Projects Leverage the power of Scala for building data-driven and high performance projects

Product type Paperback

Published in Jul 2018

Publisher Packt

ISBN-13 9781788624114

Length 334 pages

Edition 1st Edition

Languages

Scala

Concepts

Programming Language

Author (1):

Ilango gurusamy

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Table of Contents (9) Chapters

Preface

1. Predict the Class of a Flower from the Iris Dataset

2. Build a Breast Cancer Prognosis Pipeline with the Power of Spark and Scala FREE CHAPTER

3. Stock Price Predictions

4. Building a Spam Classification Pipeline

5. Build a Fraud Detection System

6. Build Flights Performance Prediction Model

7. Building a Recommendation Engine

8. Other Books You May Enjoy

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Getting started

In order to get started, download the dataset from the ModernScalaProjects_Code folder and drop it into the root folder of your project.

Setting up prerequisite software

You may use your existing software setup from previous chapters. Apache Log4j 2 Scala API is the notable exception. This is a Scala wrapper over Log4j 2, which is an upgraded Logger implementation of Log4j version 1.x (the version provided by Spark).

Simply override the existing Log4j from Spark (version 1.6) with Log4j 2 Scala by adding in appropriate entries in the build.sbt file.

The following table lists two choices of prerequisite software:

Implementation infrastructure

Download the dataset from the ModernScalaProjects_Code...

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Authors (1)

gurusamy

gurusamy

Ilango Gurusamy holds an MS degree in computer science from California State University. He has lead Java projects at Northrop Grumman, AT&T, and such. He moved into Scala and Functional Programming. His current interests are IoT, navigational applications, and all things Scala related. A strategic thinker, speaker, and writer, he also loves yoga, skydiving, cars, dogs, and fishing. You can know more about his achievements in his blog, titled scalanirvana. His LinkedIn user name is ilangogurusamy

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