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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

View More author details

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

This section starts by laying out the implementation infrastructure for Chapter 4, Building a Spam Classification Pipeline. The goal of this section will be to get started on developing one data pipeline to analyze the flight-on-time dataset. The first step is to set up prerequisites, before implementation. That is the goal of the next subsection.

Setting up prerequisite software

The following prerequisites or prerequisite checks are recommended. A new prerequisite on this list is MongoDB:

Increase Java memory
Review JDK version
Self-contained Scala application based on Simple Build Tool (SBT), where all dependencies are wired into the build.sbt file
MongoDB

We start by detailing the steps to increase...

The rest of the chapter is locked

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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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