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Big Data Architect???s Handbook

You're reading from   Big Data Architect???s Handbook A guide to building proficiency in tools and systems used by leading big data experts

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Product type Paperback
Published in Jun 2018
Publisher Packt
ISBN-13 9781788835824
Length 486 pages
Edition 1st Edition
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Author (1):
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Syed Muhammad Fahad Akhtar Syed Muhammad Fahad Akhtar
Author Profile Icon Syed Muhammad Fahad Akhtar
Syed Muhammad Fahad Akhtar
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Toc

Table of Contents (21) Chapters Close

Preface 1. Why Big Data? FREE CHAPTER 2. Big Data Environment Setup 3. Hadoop Ecosystem 4. NoSQL Database 5. Off-the-Shelf Commercial Tools 6. Containerization 7. Network Infrastructure 8. Cloud Infrastructure 9. Security and Monitoring 10. Frontend Architecture 11. Backend Architecture 12. Machine Learning 13. Artificial Intelligence 14. Elasticsearch 15. Structured Data 16. Unstructured Data 17. Data Visualization 18. Financial Trading System 19. Retail Recommendation System 20. Other Books You May Enjoy

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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