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DZone's Guide to

Big Data Processing

How big is Big Data? The 2016 DZone Guide to Big Data Processing breaks down this question and provides insight on how to answer it. Dive into the thoughts of over 1,500 developers and see how they address growing data sets and associated pain points. Discover symptoms that may impact the health of your data, and how neural nets are used in machine learning.  This Guide digs deeper into what resources are needed to build a system for big and fast data, insight on the future of Big Data, and much more.

Free 38-page ebook
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Table of Contents

2
Executive Summary
3
Key Research Findings
7
Checklist: Data Diagnosis: Is Your Data Healthy?
8
Overview of the Apache Spark Ecosystem
12
What Are Neural Nets?
14
The Do’s and Don’ts of Using Regexes With Big Data
16
Infographic: Building Big Data
20
Four MapReduce Design Patterns
22
Building High Performance Big Data Analytics Systems
25
Diving Deeper Into Big Data
26
Executive Insights on Big Data
28
Machine Learning: the Bigger Picture
31
Big Data Solutions Directory
34
Glossary
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