Ilango Gurusamy: Modern Scala Projects: Leverage the power of Scala for building data-driven and high-performant projects

EPUB BOOK Modern Scala Projects: Leverage the power of Scala for building ata–driven and high–performant projects –

Summary ä PDF, DOC, TXT or eBook ☆ Ilango Gurusamy

Develop robust Scala powered projects with the help of machine learning libraries such as SparkML to harvest meaningful insightKey FeaturesGain hands on experience in building Hain: El mundo selk'nam en poesía e historieta data science projects with Scala Exploit powerful functionalities of machine learning librariesUse machine learning algorithms andecision tree models for enterprise appsBook DescriptionScala together with the Spark Framework forms a rich and powerful Kuğulu Park Cinayeti data processing ecosystem Modern Scala Projects is a journey into theepths of this ecosystem The machine learning ML projects presented in this book enable you to create practical robust The ueen's Man data analytics solutions with an emphasis on automatingata workflows with the Spark ML pipeline API This book showcases or carefully cherry picks from Scalas functional libraries and other constructs to help readers roll out their own scalable ata pro.

Extract intelligent ata efficiently from large Country Notes MONGOLIA disparateatasets Automate the extraction transformation and loading of Sorry Youre Not My Type dataDevelop tools that collate model and analyzeataMaintain the integrity of Elegy Owed data asata flows become complexDevelop tools that predict outcomes based on pattern Ruines (BD Erotique) (French Edition) discoveryBuild really fast and accurate machine learning models in ScalaWho this book is forModern Scala Projects is for Scalaevelopers who would like to gain some hands on experience with some interesting real world projects Prior programming experience with Scala is necessary Table of ContentsPredict the class of a flower from the Iris Dataset Build a Breast Cancer Prognosis Pipeline with the Power of Spark and Scala Stock Price PredictionsBuild a Spam Classification PipelineBuild a fraud etection SystemBuild Flights Performance Prediction ModelBuilding a Recommendation Engi.

Cessing frameworks The projects in this book enable ata practitioners across all industries gain insights into ata that will help organizations have strategic and competitive advantage Modern Scala Projects focuses on the application of supervisory learning ML techniues that classify ata and make predictions You'll begin with working on a project to predict a class of flower by implementing a simple machine learning model Next you'll create a cancer iagnosis classification pipeline followed by projects elving into stock price prediction spam filtering fraud Ghost Empire detection and a recommendation engine By the end of this book you will be able to build efficientata science projects that fulfil your software reuirementsWhat you will learnCreate pipelines to extract ata or analytics and visualizationsAutomate your process pipeline with jobs that are reproducible.