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Author: Abdishakur Hassan Publisher: Packt Publishing Ltd ISBN: 1789809339 Category : Computers Languages : en Pages : 165
Book Description
Discover the power of location data to build effective, intelligent data models with Geospatial ecosystems Key FeaturesManipulate location-based data and create intelligent geospatial data modelsBuild effective location recommendation systems used by popular companies such as UberA hands-on guide to help you consume spatial data and parallelize GIS operations effectivelyBook Description Data scientists, who have access to vast data streams, are a bit myopic when it comes to intrinsic and extrinsic location-based data and are missing out on the intelligence it can provide to their models. This book demonstrates effective techniques for using the power of data science and geospatial intelligence to build effective, intelligent data models that make use of location-based data to give useful predictions and analyses. This book begins with a quick overview of the fundamentals of location-based data and how techniques such as Exploratory Data Analysis can be applied to it. We then delve into spatial operations such as computing distances, areas, extents, centroids, buffer polygons, intersecting geometries, geocoding, and more, which adds additional context to location data. Moving ahead, you will learn how to quickly build and deploy a geo-fencing system using Python. Lastly, you will learn how to leverage geospatial analysis techniques in popular recommendation systems such as collaborative filtering and location-based recommendations, and more. By the end of the book, you will be a rockstar when it comes to performing geospatial analysis with ease. What you will learnLearn how companies now use location dataSet up your Python environment and install Python geospatial packagesVisualize spatial data as graphsExtract geometry from spatial dataPerform spatial regression from scratchBuild web applications which dynamically references geospatial dataWho this book is for Data Scientists who would like to leverage location-based data and want to use location-based intelligence in their data models will find this book useful. This book is also for GIS developers who wish to incorporate data analysis in their projects. Knowledge of Python programming and some basic understanding of data analysis are all you need to get the most out of this book.
Author: Abdishakur Hassan Publisher: Packt Publishing Ltd ISBN: 1789809339 Category : Computers Languages : en Pages : 165
Book Description
Discover the power of location data to build effective, intelligent data models with Geospatial ecosystems Key FeaturesManipulate location-based data and create intelligent geospatial data modelsBuild effective location recommendation systems used by popular companies such as UberA hands-on guide to help you consume spatial data and parallelize GIS operations effectivelyBook Description Data scientists, who have access to vast data streams, are a bit myopic when it comes to intrinsic and extrinsic location-based data and are missing out on the intelligence it can provide to their models. This book demonstrates effective techniques for using the power of data science and geospatial intelligence to build effective, intelligent data models that make use of location-based data to give useful predictions and analyses. This book begins with a quick overview of the fundamentals of location-based data and how techniques such as Exploratory Data Analysis can be applied to it. We then delve into spatial operations such as computing distances, areas, extents, centroids, buffer polygons, intersecting geometries, geocoding, and more, which adds additional context to location data. Moving ahead, you will learn how to quickly build and deploy a geo-fencing system using Python. Lastly, you will learn how to leverage geospatial analysis techniques in popular recommendation systems such as collaborative filtering and location-based recommendations, and more. By the end of the book, you will be a rockstar when it comes to performing geospatial analysis with ease. What you will learnLearn how companies now use location dataSet up your Python environment and install Python geospatial packagesVisualize spatial data as graphsExtract geometry from spatial dataPerform spatial regression from scratchBuild web applications which dynamically references geospatial dataWho this book is for Data Scientists who would like to leverage location-based data and want to use location-based intelligence in their data models will find this book useful. This book is also for GIS developers who wish to incorporate data analysis in their projects. Knowledge of Python programming and some basic understanding of data analysis are all you need to get the most out of this book.
Author: Robert M. Clark Publisher: Georgetown University Press ISBN: 1647120128 Category : Political Science Languages : en Pages : 368
Book Description
Geospatial Intelligence: Origins and Evolution tells the story of how the current age of geospatial knowledge evolved from its ancient origins to become ubiquitous in daily life across the globe, weaving a tapestry of stories about the people, events, ideas, and technologies that affected the trajectory of what has become known as GEOINT.
Author: Michael John De Smith Publisher: Troubador Publishing Ltd ISBN: 1905886608 Category : Mathematics Languages : en Pages : 417
Book Description
Addresses a range of analytical techniques that are provided within modern Geographic Information Systems and related geospatial software products. This guide covers: the principal concepts of geospatial analysis; core components of geospatial analysis; and, surface analysis, including surface form analysis, gridding and interpolation methods.
Author: Office of the Director of National Intelligence, Office of General Counsel Publisher: Government Printing Office ISBN: 9780160937194 Category : Business & Economics Languages : en Pages : 918
Book Description
The documents contained within this updated edition incorporate all amendments since the release of Winter 2012 version through February 26, 2016 and verified against the United States Code maintained by the United States Library of Congress and Westlaw private company. The documents cited in this volume range from principles of professional ethics and transparency for the Intelligence Community, several Acts including the Intelligence Reform and Terrorism Prevention Act of 2004 that includes information sharing, privacy, and civil liberties, and security clearances, plus Counterintelligence and Security Enhancements Act of 1994, Classified Information Procedures Act, Foreign Intelligence Surveillance Act of 1978, Cybersecurity Act of 2015, numerous executive orders, presidential policy directives, and more. American citizens, law enforcement, especially U.S. Federal agency personnel that engage with intelligence surveillance, classified information, and national security efforts may be interested in this updated edition. Additionally, attorneys, civil servants involved within information technology departments, and records management may also be interested in this resource. Students pursuing courses in the areas of Ethics in Criminal Justice, Computer Forensics, Criminal Law in Criminal Justice, Homeland Security and Terrorism, Information Storage and Retrieval, Computer Security, or Military Science may be interested in this reference for research. Lastly, public, special, and academic libraries may want this legal reference available for their patrons. Related products: Intelligence Community Legal Reference Book, Winter 2012 - Limited quantities while supplies last - can be found here: https://bookstore.gpo.gov/products/sku/041-015-00278-3 Intelligence and Espionage resources collection is available here: https://bookstore.gpo.gov/catalog/security-defense-law-enforcement/intelligence-espionage Law Enforcement and Criminal Justice topical books can be found here: https://bookstore.gpo.gov/catalog/security-defense-law-enforcement/law-enforcement-criminal-justice Mail & Communications Security collection is available here: https://bookstore.gpo.gov/catalog/security-defense-law-enforcement/mail-communications-security
Author: Arihant Experts Publisher: Arihant Publications India limited ISBN: 9350946491 Category : Study Aids Languages : en Pages : 208
Book Description
IQ i.e. Intelligent Quotient is an age related measure of intelligence level. Intelligence may be defined as the capacity to measure knowledge and understanding and to use it in different situations. IQ Tests are designed to measure intelligence. They measure a variety of different types of abilities such as Verbal, Mathematical, Spatial and Reasoning Skills, etc.In modern times IQ tests have become an important instrument to select a candidate in competitive exams, recruitment exams, scholarship exams, etc be it a school level exam like NTSE or officer level exam like IAS. The present book covering various IQ tests has been divided into Section Tests and Complete IQ Tests. The Section Tests cover Logic IQ, Numerical IQ, Visual IQ and Verbal IQ whereas the other section contains 25 Complete IQ Tests. Also answers for the IQ Tests have been given at the end of the book. The book also contains Comparative Score Chart at the end. Along with identifying strengths and weaknesses, the tests given in this book will help you in using and exercising your brain.As the book contains ample IQ questions, it will act as intelligence booster for school students and prove to be useful for national and state level talent search exams, Olympiads, etc.
Author: Adam Bohr Publisher: Academic Press ISBN: 0128184396 Category : Computers Languages : en Pages : 385
Book Description
Artificial Intelligence (AI) in Healthcare is more than a comprehensive introduction to artificial intelligence as a tool in the generation and analysis of healthcare data. The book is split into two sections where the first section describes the current healthcare challenges and the rise of AI in this arena. The ten following chapters are written by specialists in each area, covering the whole healthcare ecosystem. First, the AI applications in drug design and drug development are presented followed by its applications in the field of cancer diagnostics, treatment and medical imaging. Subsequently, the application of AI in medical devices and surgery are covered as well as remote patient monitoring. Finally, the book dives into the topics of security, privacy, information sharing, health insurances and legal aspects of AI in healthcare. - Highlights different data techniques in healthcare data analysis, including machine learning and data mining - Illustrates different applications and challenges across the design, implementation and management of intelligent systems and healthcare data networks - Includes applications and case studies across all areas of AI in healthcare data
Author: National Research Council Publisher: National Academies Press ISBN: 0309101492 Category : Political Science Languages : en Pages : 114
Book Description
The National Geospatial-Intelligence Agency (NGA) provides geospatial intelligence (GEOINT) to support national security, both as a national intelligence and a combat support agency. In the post-9/11 world, the need for faster and more accurate geospatial intelligence is increasing. GEOINT uses imagery and geospatial data and information to provide knowledge for planning, decisions, and action. For example, data from satellites, pilotless aircraft and ground sensors are integrated with maps and other intelligence data to provide location information on a potential target. This report defines 12 hard problems in geospatial science that NGA must resolve in order to evolve their capabilities to meet future needs. Many of the hard research problems are related to integration of data collected from an ever-growing variety of sensors and non-spatial data sources, and analysis of spatial data collected during a sequence of time (spatio-temporal data). The report also suggests promising approaches in geospatial science and related disciplines for meeting these challenges. The results of this study are intended to help NGA prioritize geospatial science research directions.
Author: Jack O'Connor Publisher: CRC Press ISBN: 100098804X Category : Political Science Languages : en Pages : 137
Book Description
A Short Introduction to Geospatial Intelligence explains the newest form of intelligence used by governments, commercial organizations, and individuals. Geospatial intelligence combines late 20th century historically derived ways of thinking and early 21st century technologies of GIS, GPS, digital imaging satellites and communications satellites to identify, measure, and analyze the current risk in the world. These ways of thinking have developed from military engineering, cartography, photointerpretation, and imagery analysis. While the oldest example dates back to the early 16th century, all the ways of spatial thinking share the common thread of being developed and refined during conflicts to help military leaders make informed decisions prior to action. In the 21st century— thanks in great part to advances in digital precision technology, miniaturization, and the commercialization of satellites— these ways of thinking have expanded from the military into various other industries and sectors including energy, agriculture, environment, law enforcement, global risk assessment, and climate monitoring. Features: • Analyzes human and algorithmic models for dealing with the challenge of analytic attention, in an age of geospatial data overload • Establishes an original model— envisioning, discovery, recording, comprehending, and tracking— for the spatial thinking that underpins the practice and growth of this emerging discipline • Addresses the effects of small satellites on the collection and analysis of geospatial intelligence A Short Introduction to Geospatial Intelligence describes the development of the five steps in geospatial thinking— envisioning, discovery, recording, comprehending, and tracking— in addition to addressing the challenges, and future applications, of this newest intelligence discipline.
Author: Abdishakur Hassan
Author: Abdishakur Hassan
Author: Robert M. Clark
Author: 
Author: Michael John De Smith
Author: Office of the Director of National Intelligence, Office of General Counsel
Author: Pinde Fu
Author: Arihant Experts
Author: Adam Bohr
Author: National Research Council
Author: Jack O'Connor