Hands-On Big Data Modeling: Effective database design techniques for data architects and business intelligence professionals

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Key benefits

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

Description

Modeling 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

What do you get with Print?

Instant access to your digital copy whilst your Print order is Shipped

Paperback book shipped to your preferred address

Redeem a companion digital copy on all Print orders

Access this title in our online reader with advanced features

DRM FREE - Read whenever, wherever and however you want

Frequently bought together

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Total € 111.97

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Shipping Details

USA:

Economy: Delivery to most addresses in the US within 10-15 business days

Premium: Trackable Delivery to most addresses in the US within 3-8 business days

UK:

Economy: Delivery to most addresses in the U.K. within 7-9 business days.
Shipments are not trackable

Premium: Trackable delivery to most addresses in the U.K. within 3-4 business days!
Add one extra business day for deliveries to Northern Ireland and Scottish Highlands and islands

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Premium: Trackable delivery to most EU destinations within 4-9 business days.

Australia:

India:

Premium: Delivery to most Indian addresses within 5-6 business days

Rest of the World:

Premium: Countries in the American continent: Trackable delivery to most countries within 4-7 business days

Asia:

Premium: Delivery to most Asian addresses within 5-9 business days

Unfortunately, due to several restrictions, we are unable to ship to the following countries:

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Brunei Darussalam
Central African Republic
The Democratic Republic of Congo
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Somalia
Sudan
Russian Federation
Syrian Arab Republic
Ukraine
Venezuela

Jimmy Boam Sep 22, 2019

Just finished reading the book. I'd regard the book as required reading for anyone involved in big data/ dataware housing. I recently asked my team lead to get 10 copies for 15 peers in my department. Buying this book is a no-brainer with respect to personal ROI.

Amazon Verified review

Jack Mok Mar 03, 2019

The content is so simple

Pooja Dec 31, 2019

This book is just a bunch of buzz words thrown together with no real in depth discussion of any topic.

Amazon Customer Jun 07, 2019

I don't normally write reviews, but decided I should for this to warn others. This is one of the worst technical books I've read in some time. It seems it was hastily thrown together as a cash grab.

Hands-On Big Data Modeling: Effective database design techniques for data architects and business intelligence professionals

What do you get with Print?