EBOOK DOWNLOAD Modern Scala Projects: Leverage the power of Scala for building data–driven and high–performant projects AUTHOR Ilango Gurusamy

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Read & download Modern Scala Projects: Leverage the power of Scala for building data-driven and high-performant projects

Modern Scala Projects: Leverage the power of Scala for building data-driven and high-performant projects Free download ¶ 107 Summary µ eBook, PDF or Kindle ePUB ¹ Ilango Gurusamy Ilango Gurusamy ¹ 7 Download 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 data science projects with Scala Exploit powerful functionalities of machine learning librariesUse machine learning algorithms and decision tree models for enterprise appsBook DescriptionScala together with the Spark Framework forms a rich and powerful data processing ecosystem Modern Scala Projects is a journey into the depths of this ecosystem The machine learning ML projects presented in this book enable you to create practical robust data analytics solutions with an emphasis on automating data 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 data processing frameworks The projects in this book enable data practitioners across all industries gain insights into data that will help organizations have strategic and competitive advantageModern Scala Projects focuses on the application of supervisory learning ML techniues that classify data 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 diagnosis classification pipeline followed by projects delving into stock price prediction spam filtering fraud detection and a recommendation engine By the end of this book you will be able to build efficient data science projects that fulfil your software reuirementsWhat you will learnCreate pipelines to extract data or analytics and visualizationsAutomate your process pipeline with jobs that are reproducible Extract intelligent data efficiently from large disparate datasets Automate the extraction transformation and loading of dataDevelop tools that collate model and analyze dataMaintain the integrity of data as data flows become complexDevelop tools that predict outcomes based on pattern discoveryBuild really fast and accurate machine learning models in ScalaWho this book is forModern Scala Projects is for Scala developers 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 detection SystemBuild Flights Performance Prediction ModelBuilding a Recommendation Engine.

Summary µ eBook, PDF or Kindle ePUB ¹ Ilango GurusamyModern Scala Projects: Leverage the power of Scala for building data-driven and high-performant projects

Modern Scala Projects: Leverage the power of Scala for building data-driven and high-performant projects Free download ¶ 107 Summary µ eBook, PDF or Kindle ePUB ¹ Ilango Gurusamy Ilango Gurusamy ¹ 7 Download 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 data science projects with Scala Exploit powerful functionalities of machine learning librariesUse machine learning algorithms and decision tree models for enterprise appsBook DescriptionScala together with the Spark Framework forms a rich and powerful data processing ecosystem Modern Scala Projects is a journey into the depths of this ecosystem The machine learning ML projects presented in this book enable you to create practical robust data analytics solutions with an emphasis on automating data 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 data processing frameworks The projects in this book enable data practitioners across all industries gain insights into data that will help organizations have strategic and competitive advantage Modern Scala Projects focuses on the application of supervisory learning ML techniues that classify data 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 diagnosis classification pipeline followed by projects delving into stock price prediction spam filtering fraud detection and a recommendation engine By the end of this book you will be able to build efficient data science projects that fulfil your software reuirementsWhat you will learnCreate pipelines to extract data or analytics and visualizationsAutomate your process pipeline with jobs that are reproducible Extract intelligent data efficiently from large disparate datasets Automate the extraction transformation and loading of dataDevelop tools that collate model and analyze dataMaintain the integrity of data as data flows becomecomplexDevelop tools that predict outcomes based on pattern discoveryBuild really fast and accurate machine learning models in ScalaWho this book is forModern Scala Projects is for Scala developers 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 detection SystemBuild Flights Performance Prediction ModelBuilding a Recommendation Engine.

Ilango Gurusamy ¹ 7 Download

Modern Scala Projects: Leverage the power of Scala for building data-driven and high-performant projects Free download ¶ 107 Summary µ eBook, PDF or Kindle ePUB ¹ Ilango Gurusamy Ilango Gurusamy ¹ 7 Download 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 data science projects with Scala Exploit powerful functionalities of machine learning librariesUse machine learning algorithms and decision tree models for enterprise appsBook DescriptionScala together with the Spark Framework forms a rich and powerful data processing ecosystem Modern Scala Projects is a journey into the depths of this ecosystem The machine learning ML projects presented in this book enable you to create practical robust data analytics solutions with an emphasis on automating data 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 data processing frameworks The projects in this book enable data practitioners across all industries gain insights into data that will help organizations have strategic and competitive advantageModern Scala Projects focuses on the application of supervisory learning ML techniues that classify data 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 diagnosis classification pipeline followed by projects delving into stock price prediction spam filtering fraud detection and a recommendation engine By the end of this book you will be able to build efficient data science projects that fulfil your software reuirementsWhat you will learnCreate pipelines to extract data or analytics and visualizationsAutomate your process pipeline with jobs that are reproducible Extract intelligent data efficiently from large disparate datasets Automate the extraction transformation and loading of dataDevelop tools that collate model and analyze dataMaintain the integrity of data as data flows become complexDevelop tools that predict outcomes based on pattern discoveryBuild really fast and accurate machine learning models in ScalaWho this book is forModern Scala Projects is for Scala developers 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 detection SystemBuild Flights Performance Prediction ModelBuilding a Recommendation Engine.

  • Paperback
  • 334pages
  • Modern Scala Projects: Leverage the power of Scala for building data-driven and high-performant projects
  • Ilango Gurusamy
  • English
  • 10 May 2020
  • B07FDBHZ7V