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Hands-On Big Data Modeling: Effective database design techniques for data ...

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Item specifics

Condition
New: A new, unread, unused book in perfect condition with no missing or damaged pages. See the ...
ISBN
9781788620901
Publication Year
2018
Type
Textbook
Format
Paperback
Language
English
Publication Name
Hands-On Big Data Modeling: Effective database design techniques for data architects and business intelligence professionals
Item Height
93 mm
Author
Suresh Kumar Mukhiya, Tao Wei, James Lee
Publisher
Packt Publishing
Subject
Computer Science
Item Width
75 mm
Number of Pages
306 Pages

About this product

Product Information

Solve all big data problems by learning how to create efficient data models Key Features Create effective models that get the most out of big data Apply your knowledge to datasets from Twitter and weather data to learn big data Tackle different data modeling challenges with expert techniques presented in this book Book DescriptionModeling and managing data is a central focus of all big data projects. In fact, a database is considered to be effective only if you have a logical and sophisticated data model. This book will help you develop practical skills in modeling your own big data projects and improve the performance of analytical queries for your specific business requirements. To start with, you'll get a quick introduction to big data and understand the different data modeling and data management platforms for big data. Then you'll work with structured and semi-structured data with the help of real-life examples. Once you've got to grips with the basics, you'll use the SQL Developer Data Modeler to create your own data models containing different file types such as CSV, XML, and JSON. You'll also learn to create graph data models and explore data modeling with streaming data using real-world datasets. By the end of this book, you'll be able to design and develop efficient data models for varying data sizes easily and efficiently. What you will learn Get insights into big data and discover various data models Explore conceptual, logical, and big data models Understand how to model data containing different file types Run through data modeling with examples of Twitter, Bitcoin, IMDB and weather data modeling Create data models such as Graph Data and Vector Space Model structured and unstructured data using Python and R Who this book is forThis book is great for programmers, geologists, biologists, and every professional who deals with spatial data. If you want to learn how to handle GIS, GPS, and remote sensing data, then this book is for you. Basic knowledge of R and QGIS would be helpful.

Product Identifiers

Publisher
Packt Publishing
ISBN-13
9781788620901
eBay Product ID (ePID)
16046549820

Product Key Features

Subject
Computer Science
Publication Year
2018
Number of Pages
306 Pages
Publication Name
Hands-On Big Data Modeling: Effective database design techniques for data architects and business intelligence professionals
Language
English
Type
Textbook
Author
Suresh Kumar Mukhiya, Tao Wei, James Lee
Format
Paperback

Dimensions

Item Height
93 mm
Item Width
75 mm

Additional Product Features

Country/Region of Manufacture
United Kingdom
Title_Author
Suresh Kumar Mukhiya, James Lee, Tao Wei

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Fiction Addiction co uk

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