Database design and theory

Databases are designed to support data storage, processing, and retrieval activities related to data management.

Information system design and development is of interest and importance to researchers and practitioners, as advances in this discipline impact a number of other related fields and help to guide future research.

Build efficient data flow and machine learning programs with this flexible, multi-functional open-source cluster-computing frameworkKey FeaturesMaster the art of real-time big data processing and machine learning Explore a wide range of use-cases to analyze large data Discover ways to optimize your work by using many features of Spark 2.

This is an overview of the end-to-end data cleaning process.

This is an overview of the end-to-end data cleaning process.

Get a solid grounding in Apache Oozie, the workflow scheduler system for managing Hadoop jobs.

Get a solid grounding in Apache Oozie, the workflow scheduler system for managing Hadoop jobs.

Data in all domains is getting bigger.

Data in all domains is getting bigger.

Views are virtual tables.

Views are virtual tables.

Whether youre building a social media site or an internal-use enterprise application, this hands-on guide shows you the connection between MongoDB and the business problems its designed to solve.

What makes this book different from others on database design?

CouchDB is a new breed of database for the Internet, geared to meet the needs of todays dynamic web applications.

CouchDB is a new breed of database for the Internet, geared to meet the needs of todays dynamic web applications.

What is bad data?

What makes this book different from others on database design?

Do you know what to do if your web application goes viral and usage suddenly explodes?

Do you know what to do if your web application goes viral and usage suddenly explodes?

Todays highly interactive websites pose a challenge for traditional SQL databasesthe ability to scale rapidly and serve loads of concurrent users.

Todays highly interactive websites pose a challenge for traditional SQL databasesthe ability to scale rapidly and serve loads of concurrent users.

To help you navigate the large number of new data tools available, this guide describes 60 of the most recent innovations, from NoSQL databases and MapReduce approaches to machine learning and visualization tools.

Data visualization is an efficient and effective medium for communicating large amounts of information, but the design process can often seem like an unexplainable creative endeavor.

Two years since its initial release, Redis already has an impressive list of adopters, including Engine Yard, GitHub, Craigslist, and Digg.

How do you use R to import, manage, visualize, and analyze real-world data?

This practical guide offers a short course on scaling CouchDB to meet the capacity needs of your distributed application.

How do you use R to import, manage, visualize, and analyze real-world data?

This practical guide offers a short course on scaling CouchDB to meet the capacity needs of your distributed application.

To help you navigate the large number of new data tools available, this guide describes 60 of the most recent innovations, from NoSQL databases and MapReduce approaches to machine learning and visualization tools.

Data visualization is an efficient and effective medium for communicating large amounts of information, but the design process can often seem like an unexplainable creative endeavor.

Two years since its initial release, Redis already has an impressive list of adopters, including Engine Yard, GitHub, Craigslist, and Digg.

This book provides a comprehensive exploration of Industry 6.

Many librarians' job responsibilities increasingly require them to understand and handle data.

Databases for Data-Centric Geotechnics forms a definitive reference and guide to databases in geotechnical and rock engineering, to enhance decision-making in geotechnical practice using data-driven methods.

This book provides readers with the skills they need to write computer codes that simulate convection, internal gravity waves, and magnetic field generation in the interiors and atmospheres of rotating planets and stars.

From controlling disease outbreaks to predicting heart attacks, dynamic models are increasingly crucial for understanding biological processes.

The@ first graduate-level textbook to focus on fundamental aspects of numerical methods for stochastic computations, this book describes the class of numerical methods based on generalized polynomial chaos (gPC).

Fully updated and expanded from the previous edition, A Practical Guide to Database Design, Second Edition is intended for those involved in the design or development of a database system or application.

Fully updated and expanded from the previous edition, A Practical Guide to Database Design, Second Edition is intended for those involved in the design or development of a database system or application.

For many outside of the scientific community, big data and the forms it takes, such as statistical lists, spreadsheets and graphs, often seem abstract and unintelligible.

For many outside of the scientific community, big data and the forms it takes, such as statistical lists, spreadsheets and graphs, often seem abstract and unintelligible.

The year 1997 found the members of the OCLC (Online Computer Library Center) cooperative in an expansive mood.

The year 1997 found the members of the OCLC (Online Computer Library Center) cooperative in an expansive mood.

Since 1998 when FRBR (Functional Requirements for Bibliographic Records) was first published by IFLA, the effort to develop and apply FRBR has been extended in many innovative and experimental directions.

Since 1998 when FRBR (Functional Requirements for Bibliographic Records) was first published by IFLA, the effort to develop and apply FRBR has been extended in many innovative and experimental directions.

Now in its second edition, this book focuses on practical algorithms for mining data from even the largest datasets.