Online pdf books for free download Scala Data Analysis Cookbook English version by Arun Manivannan

Scala Data Analysis Cookbook by Arun Manivannan

• Scala Data Analysis Cookbook
• Arun Manivannan
• Page: 275
• Format: pdf, ePub, mobi, fb2
• ISBN: 9781784396749
• Publisher: Packt Publishing, Limited

Download Scala Data Analysis Cookbook

Online pdf books for free download Scala Data Analysis Cookbook English version by Arun Manivannan

Scala is easily one of the top languages used by scientists and engineers for efficient and scalable data analysis. The power of JVM, strong typing, simplicity of code, and composability along with the availability of highly abstracted distributed and machine learning frameworks could be attributed as the core reasons. These give the scientists and programmers jetpacks to reach their goals faster. Scala has compatibility with R, Weka, Hadoop, and Spark, which will give data scientists a rich set of recipes to work on practical problems. This book aims to introduce you to the most popular tools and libraries with practical recipes around loading, manipulating, and preparing your data. It will also help you explore and make sense out of the data using various visualizations and machine learning toolkits. Starting with an introduction to various Breeze and Spark libraries, we gradually move on to cover importing data from a host of possible sources. Then you will learn about pre-processing numerical, string, and date data including validation. Next you will learn the concepts that will help you visualize data, enabling exploratory analysis. You will then go on to learn how to address the programming of quintessential machine learning and analysis algorithms using the Scala stack. Moving on, you will learn about techniques to run big data analytics in Spark and Storm, allowing you run your models against multiple machines and handle larges amount of data. Finally, you will learn the concepts of crawling the web, scraping, and processing web and semantic data, along with tagging and migrating existing models developed on Weka.

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This Scala Cookbook tutorial shows how to use a List in Scala that a List data structure is a little different than other collection data structures. aaronlifton (Aaron Lifton) · GitHub
aaronlifton has 65 repositories written in Ruby, JavaScript, and Scala. Follow their code Accompanying Source Code for the Haskell Data Analysis Cookbook. Spark, an alternative for fast data analytics - IBM
Spark is a scalable data analytics platform that incorporates primitives Spark is implemented in and exploits the Scala language, which provides a in Scala, which provides Scala recipes for a large variety of code patterns.

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