Hands-On Big Data Modeling (eBook, ePUB) - Lee, James; Wei, Tao; Mukhiya, Suresh Kumar
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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 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…mehr

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Produktbeschreibung
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 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


Who this book is for

This 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.

Autorenporträt
James (Jamie) Lee resides in the county of Mendocino in Northern California growing biodynamic and organic food at his 100-yr. old farm that he stewards for future generations.He graduated from the school of business at San Diego State University as well as attended the Green MBA program at New College in Santa Rosa, California.He has had over 25 years' experience working on Wall Street beginning working for the investment banking firms, Furman, Selz, Inc. in New York City as an Institutional Sales Trader. He then moved back to San Francisco, California to work for Robertson, Colman,Stephens Investment Bank as a VP of Institutional Sales.In 1991, he founded a small investment/research boutique, JWL Investments, before walking away from Wall Street in 2007 to become a Truth Activist to try and help wake the world up to what he learned was going to be no less than the enslavement of all humanity through vaccine inoculations.He spends most of his days now analyzing, investigating and exploring the hidden occult world behind the power bases we see in our government institutions today that few are even aware of, but should be made known to all and growing organic food for his community.His work has been published on many alternative news websites including Waking Times,Activist Post, Philosophers-Stone, Reddit, Beforeitsnews.com, David Icke, StoptheCrime.net, ElanaFreeland.com, Rense.com, Natural News, Alex Jones, Sage of Quay and 2015 Most Censored Stories as well as appeared on the internationally syndicated evening news show, Breaking the Set with Abby Martin in November of 2014. He was on the show because he helped spearhead historical legislation that he helped get passed in Mendocino County, California in November of 2014. The first ever laws passed in the country declared local rights of self-governance and community determination preempting state, federal and international law.His social media sites are:You Tube: Aplanetruth 3, Aplanetruth 9, Aplanetruth 11, Aplanetruth 12 and BiomaghealerWebsites: Aplanetruth.info; Tabublog.com; Avvi.info & Biomaghealer.org