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Big Data Architect's Handbook

You're reading from  Big Data Architect's Handbook

Product type Book
Published in Jun 2018
Publisher Packt
ISBN-13 9781788835824
Pages 486 pages
Edition 1st Edition
Languages
Concepts
Author (1):
Syed Muhammad Fahad Akhtar Syed Muhammad Fahad Akhtar
Profile icon Syed Muhammad Fahad Akhtar

Table of Contents (21) Chapters

Preface
Why Big Data?
Big Data Environment Setup
Hadoop Ecosystem
NoSQL Database
Off-the-Shelf Commercial Tools
Containerization
Network Infrastructure
Cloud Infrastructure
Security and Monitoring
Frontend Architecture
Backend Architecture
Machine Learning
Artificial Intelligence
Elasticsearch
Structured Data
Unstructured Data
Data Visualization
Financial Trading System
Retail Recommendation System
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Unstructured Data

If a form of data doesn't have a predefined structure, then it falls under the classification of unstructured data. These types of data are normally huge in size compared to structured data as structured data is mainly in text form. The following are some of the examples of data that can be classified under the umbrella of unstructured data:

  • Audio file
  • Video file
  • Document file, such as Word, PDF, and Excel
  • Images
  • Emails
  • Text and log files
  • Sensors and IoT data

Now, keep all these types of data in your mind and think of a possible solution for storing the data in such a way that you can retrieve the required information and process it using traditional systems. Take your time. Most likely you will not be able to come up with a solution, because traditional systems are not designed to deal with unstructured data effectively. 

With the evolution of the...

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Big Data Architect's Handbook
Published in: Jun 2018 Publisher: Packt ISBN-13: 9781788835824
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