<p>Master the techniques and sophisticated analytics used to construct Spark-based solutions that scale to deliver production-grade data science products</p>About This Book<ul>
<li>Develop and apply advanced analytical techniques with Spark</li>
<li>Learn how to tell a compelling story with data science using Spark's ecosystem</li>
<li>Explore data at scale and work with cutting edge data science methods</li>
</ul>Who This Book Is For<p>This book is for those who have beginner-level familiarity with the Spark architecture and data science applications, especially those who are looking for a challenge and want to learn cutting edge techniques. This book assumes working knowledge of data science, common machine learning methods, and popular data science tools, and assumes you have previously run proof of concept studies and built prototypes.</p>What You Will Learn<ul>
<li>Learn the design patterns that integrate Spark into industrialized data science pipelines</li>
<li>See how commercial data scientists design scalable code and reusable code for data science services</li>
<li>Explore cutting edge data science methods so that you can study trends and causality</li>
<li>Discover advanced programming techniques using RDD and the DataFrame and Dataset APIs</li>
<li>Find out how Spark can be used as a universal ingestion engine tool and as a web scraper</li>
<li>Practice the implementation of advanced topics in graph processing, such as community detection and contact chaining</li>
<li>Get to know the best practices when performing Extended Exploratory Data Analysis, commonly used in commercial data science teams</li>
<li>Study advanced Spark concepts, solution design patterns, and</li>
</ul>

Mastering Spark for Data Science

Computers & Technology

Morgan, Andrew

Amend, Antoine

Hallett, Matthew

Programming

Packt Publishing

See the best price to sell, buy, or rent books by Amend, Antoine. BookScouter helps to compare book prices from 25+ online bookstores and 30+ buyback vendors with a single search.

Books by Amend, Antoine

See the best price to sell, buy, or rent books by Amend, Antoine. BookScouter helps to compare book prices from 25+ online bookstores and 30+ buyback vendors with a single search.

Mastering Spark for Data Science