Scala Data Analysis Cookbook

Navigate the world of data analysis, visualization, and machine learning with over 100 hands-on Scala recipes



Bookstore > Books > Scala Data Analysis Cookbook

Price$35.99 - $55.94
Rating
AuthorArun Manivannan
PublisherPackt Publishing
Published2015
Pages254
LanguageEnglish
FormatPaper book / ebook (PDF)
ISBN-101784396745
ISBN-139781784396749
EBook Hardcover Paperback

This book will introduce you to the most popular Scala tools, libraries, and frameworks through practical recipes around loading, manipulating, and preparing your data. It will also help you explore and make sense of your data using stunning and insightfulvisualizations, and machine learning toolkits.

Starting with introductory recipes on utilizing the Breeze and Spark libraries, get to grips withhow to import data from a host of possible sources and how to pre-process numerical, string, and date data. Next, you'll get an understanding of concepts that will help you visualize data using the Apache Zeppelin and Bokeh bindings in Scala, enabling exploratory data analysis. iscover how to program quintessential machine learning algorithms using Spark ML library. Work through steps to scale your machine learning models and deploy them into a standalone cluster, EC2, YARN, and Mesos. Finally dip into the powerful options presented by Spark Streaming, and machine learning for streaming data, as well as utilizing Spark GraphX.





3 5 1

Similar Books


Clojure Data Analysis Cookbook

Clojure Data Analysis Cookbook

by Eric Rochester

Data is everywhere and it's increasingly important to be able to gain insights that we can act on. Using Clojure for data analysis and collection, this book will show you how to gain fresh insights and perspectives from your data with an essential collection of practical, structured recipes.The Clojure Data Analysis Cookbook - presents r...

Price:  $32.99  |  Publisher:  Packt Publishing  |  Release:  2013

Python Data Analysis Cookbook

Python Data Analysis Cookbook

by Ivan Idris

Data analysis is a rapidly evolving field and Python is a multi-paradigm programming language suitable for object-oriented application development and functional design patterns. As Python offers a range of tools and libraries for all purposes, it has slowly evolved as the primary language for data science, including topics on: data analy...

Price:  $34.99  |  Publisher:  Packt Publishing  |  Release:  2016

Mastering Clojure Data Analysis

Mastering Clojure Data Analysis

by Eric Rochester

Clojure is a Lisp dialect built on top of the Java Virtual Machine. As data increasingly invades more and more parts of our lives, we continually need more tools to deal with it effectively. Data can be organized effectively using Clojure data tools.Mastering Clojure Data Analysis teaches you how to analyze and visualize complex datasets....

Price:  $35.99  |  Publisher:  Packt Publishing  |  Release:  2014

Python Data Analysis

Python Data Analysis

by Ivan Idris

Dive deeper into data analysis with the flexibility of Python and learn how its extensive range of scientific and mathematical libraries can be used to solve some of the toughest challenges in data analysis. Build your confidence and expertise and develop valuable skills in high demand in a world driven by Big Data with this expert data a...

Price:  $39.75  |  Publisher:  Packt Publishing  |  Release:  2014

Getting Started with Haskell Data Analysis

Getting Started with Haskell Data Analysis

by James Church

Every business and organization that collects data is capable of tapping into its own data to gain insights how to improve. Haskell is a purely functional and lazy programming language, well-suited to handling large data analysis problems. This book will take you through the more difficult problems of data analysis in a hands-on manner.Th...

Price:  $23.99  |  Publisher:  Packt Publishing  |  Release:  2018

Big Data Analytics with Spark

Big Data Analytics with Spark

by Mohammed Guller

This book is a step-by-step guide for learning how to use Spark for different types of big-data analytics projects, including batch, interactive, graph, and stream data analysis as well as machine learning. It covers Spark core and its add-on libraries, including Spark SQL, Spark Streaming, GraphX, MLlib, and Spark ML.Big Data Analytics w...

Price:  $29.99  |  Publisher:  Apress  |  Release:  2016

Data Analysis with Open Source Tools

Data Analysis with Open Source Tools

by Philipp K. Janert

Collecting data is relatively easy, but turning raw information into something useful requires that you know how to extract precisely what you need. With this insightful book, intermediate to experienced programmers interested in data analysis will learn techniques for working with data in a business environment. You'll learn how to look ...

Price:  $3.20  |  Publisher:  O'Reilly Media  |  Release:  2010

Making Sense of Data I, 2nd Edition

Making Sense of Data I, 2nd Edition

by Glenn J. Myatt, Wayne P. Johnson

A proven go-to guide for data analysis, Making Sense of Data I: A Practical Guide to Exploratory Data Analysis and Data Mining, Second Edition focuses on basic data analysis approaches that are necessary to make timely and accurate decisions in a diverse range of projects. Based on the authors' practical experience in implementing data an...

Price:  $16.75  |  Publisher:  Wiley  |  Release:  2014