Hands-On Big Data Modeling Effective database design techniques for data architects and business intelligence professionals
-
- Einzelkauf Download ausgewählt
-
Sprache:Englisch
31,49 €
inkl. gesetzl. MwSt.Beschreibung
Produktdetails
Format
ePUB
Kopierschutz
Ja
Family Sharing
Ja
Text-to-Speech
Ja
Erscheinungsdatum
30.11.2018
Verlag
Packt PublishingSeitenzahl
306 (Printausgabe)
Dateigröße
15910 KB
Sprache
Englisch
EAN
9781788626088
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.
Noch keine Bewertungen vorhanden
Verfassen Sie die erste Bewertung zu diesem Artikel
Helfen Sie anderen Kundinnen und Kunden durch Ihre Meinung.
Kurze Frage zu unserer Seite
Vielen Dank für dein Feedback
Wir nutzen dein Feedback, um unsere Produktseiten zu verbessern. Bitte habe Verständnis, dass wir dir keine Rückmeldung geben können. Falls du Kontakt mit uns aufnehmen möchtest, kannst du dich aber gerne an unseren Kund*innenservice wenden.
zum Kundenservice