Download or read book Datazone Level Namibian Index of Multiple Deprivation 2001 Caprivi Region written by and published by . This book was released on 2012 with total page 52 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Modern Data Architecture on AWS written by Behram Irani and published by Packt Publishing Ltd. This book was released on 2023-08-31 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover all the essential design and architectural patterns in one place to help you rapidly build and deploy your modern data platform using AWS services Key Features Learn to build modern data platforms on AWS using data lakes and purpose-built data services Uncover methods of applying security and governance across your data platform built on AWS Find out how to operationalize and optimize your data platform on AWS Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionMany IT leaders and professionals are adept at extracting data from a particular type of database and deriving value from it. However, designing and implementing an enterprise-wide holistic data platform with purpose-built data services, all seamlessly working in tandem with the least amount of manual intervention, still poses a challenge. This book will help you explore end-to-end solutions to common data, analytics, and AI/ML use cases by leveraging AWS services. The chapters systematically take you through all the building blocks of a modern data platform, including data lakes, data warehouses, data ingestion patterns, data consumption patterns, data governance, and AI/ML patterns. Using real-world use cases, each chapter highlights the features and functionalities of numerous AWS services to enable you to create a scalable, flexible, performant, and cost-effective modern data platform. By the end of this book, you’ll be equipped with all the necessary architectural patterns and be able to apply this knowledge to efficiently build a modern data platform for your organization using AWS services.What you will learn Familiarize yourself with the building blocks of modern data architecture on AWS Discover how to create an end-to-end data platform on AWS Design data architectures for your own use cases using AWS services Ingest data from disparate sources into target data stores on AWS Build data pipelines, data sharing mechanisms, and data consumption patterns using AWS services Find out how to implement data governance using AWS services Who this book is for This book is for data architects, data engineers, and professionals creating data platforms. The book's use case–driven approach helps you conceptualize possible solutions to specific use cases, while also providing you with design patterns to build data platforms for any organization. It's beneficial for technical leaders and decision makers to understand their organization's data architecture and how each platform component serves business needs. A basic understanding of data & analytics architectures and systems is desirable along with beginner’s level understanding of AWS Cloud.

Download or read book Data Engineering with AWS written by Gareth Eagar and published by Packt Publishing Ltd. This book was released on 2023-10-31 with total page 637 pages. Available in PDF, EPUB and Kindle. Book excerpt: Looking to revolutionize your data transformation game with AWS? Look no further! From strong foundations to hands-on building of data engineering pipelines, our expert-led manual has got you covered. Key Features Delve into robust AWS tools for ingesting, transforming, and consuming data, and for orchestrating pipelines Stay up to date with a comprehensive revised chapter on Data Governance Build modern data platforms with a new section covering transactional data lakes and data mesh Book DescriptionThis book, authored by a seasoned Senior Data Architect with 25 years of experience, aims to help you achieve proficiency in using the AWS ecosystem for data engineering. This revised edition provides updates in every chapter to cover the latest AWS services and features, takes a refreshed look at data governance, and includes a brand-new section on building modern data platforms which covers; implementing a data mesh approach, open-table formats (such as Apache Iceberg), and using DataOps for automation and observability. You'll begin by reviewing the key concepts and essential AWS tools in a data engineer's toolkit and getting acquainted with modern data management approaches. You'll then architect a data pipeline, review raw data sources, transform the data, and learn how that transformed data is used by various data consumers. You’ll learn how to ensure strong data governance, and about populating data marts and data warehouses along with how a data lakehouse fits into the picture. After that, you'll be introduced to AWS tools for analyzing data, including those for ad-hoc SQL queries and creating visualizations. Then, you'll explore how the power of machine learning and artificial intelligence can be used to draw new insights from data. In the final chapters, you'll discover transactional data lakes, data meshes, and how to build a cutting-edge data platform on AWS. By the end of this AWS book, you'll be able to execute data engineering tasks and implement a data pipeline on AWS like a pro!What you will learn Seamlessly ingest streaming data with Amazon Kinesis Data Firehose Optimize, denormalize, and join datasets with AWS Glue Studio Use Amazon S3 events to trigger a Lambda process to transform a file Load data into a Redshift data warehouse and run queries with ease Visualize and explore data using Amazon QuickSight Extract sentiment data from a dataset using Amazon Comprehend Build transactional data lakes using Apache Iceberg with Amazon Athena Learn how a data mesh approach can be implemented on AWS Who this book is forThis book is for data engineers, data analysts, and data architects who are new to AWS and looking to extend their skills to the AWS cloud. Anyone new to data engineering who wants to learn about the foundational concepts, while gaining practical experience with common data engineering services on AWS, will also find this book useful. A basic understanding of big data-related topics and Python coding will help you get the most out of this book, but it’s not a prerequisite. Familiarity with the AWS console and core services will also help you follow along.

Download or read book Amazon Redshift The Definitive Guide written by Rajesh Francis and published by "O'Reilly Media, Inc.". This book was released on 2023-10-03 with total page 523 pages. Available in PDF, EPUB and Kindle. Book excerpt: Amazon Redshift powers analytic cloud data warehouses worldwide, from startups to some of the largest enterprise data warehouses available today. This practical guide thoroughly examines this managed service and demonstrates how you can use it to extract value from your data immediately, rather than go through the heavy lifting required to run a typical data warehouse. Analytic specialists Rajesh Francis, Rajiv Gupta, and Milind Oke detail Amazon Redshift's underlying mechanisms and options to help you explore out-of-the box automation. Whether you're a data engineer who wants to learn the art of the possible or a DBA looking to take advantage of machine learning-based auto-tuning, this book helps you get the most value from Amazon Redshift. By understanding Amazon Redshift features, you'll achieve excellent analytic performance at the best price, with the least effort. This book helps you: Build a cloud data strategy around Amazon Redshift as foundational data warehouse Get started with Amazon Redshift with simple-to-use data models and design best practices Understand how and when to use Redshift Serverless and Redshift provisioned clusters Take advantage of auto-tuning options inherent in Amazon Redshift and understand manual tuning options Transform your data platform for predictive analytics using Redshift ML and break silos using data sharing Learn best practices for security, monitoring, resilience, and disaster recovery Leverage Amazon Redshift integration with other AWS services to unlock additional value

Download or read book The Barnett formula written by Great Britain: Parliament: House of Lords: Select Committee on the Barnett Formula and published by The Stationery Office. This book was released on 2009-07-17 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Barnett Formula is the mechanism used by the United Kingdom Government to allocate more than half of total public expenditure in Scotland, Wales and Northern Ireland. The Formula has been used for the last thirty years to determine the annual increase in allocation (the increment). Each year these increments are added on to the previous year's allocation (the baseline) to create what is now a significant block grant of funds. The Formula accounted for almost £49 billion of public spending in 2007-08. Despite the political changes within the United Kingdom the Formula has continued to be used and has never been reviewed or revised. The Formula was only intended to be a short term measure and should no longer be. A UK Funding Commission should be established to assess relative need in the UK's regions and advise on a new method of distributing funding to reflect those needs. The baseline has never been reviewed to take account of changing population patterns; this means that the grant provides funds without reference to the needs of each of the countries and regions of the UK. There should be a link between the grant of funds made to each of the administrations and their actual per capita funding needs. The Committee's research suggests that England and Scotland have markedly lower overall needs per head of population than Wales and Northern Ireland. The Committee suggest that the UK Funding Commission undertake an assessment of relative need now and in the future and that they undertake periodic reviews as well as publish annual data about the allocation of funding between the devolved administrations.

Download or read book Cuckoo written by Cynthia Chris and published by Reaktion Books. This book was released on 2024-09-12 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: An entertaining and wide-ranging romp through the cultural history of a peculiar bird. The cuckoo is peculiar for inspiring such divergent ideas: a symbol of foolishness to both Aristophanes and Cocoa Puffs, a reliable harbinger of spring and the hours of a cuckoo clock, and the source of innumerable innuendos inspired by a habit of laying eggs in others’ nests. In this short, entertaining book, Cynthia Chris explores both the natural and cultural history of the cuckoo as well as the many stories told throughout the centuries about this fascinating bird.

Download or read book Parallel Computation written by Peter Zinterhof and published by Springer. This book was released on 2003-05-21 with total page 619 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 4th International Conference on Parallel Computation, ACPC'99, held in Salzburg, Austria in February 1999; the conference included special tracks on parallel numerics and on parallel computing in image processing, video processing, and multimedia. The volume presents 50 revised full papers selected from a total of 75 submissions. Also included are four invited papers and 15 posters. The papers are organized in topical sections on linear algebra, differential equations and interpolation, (Quasi-)Monte Carlo methods, numerical software, numerical applications, image segmentation and image understanding, motion estimation and block matching, video processing, wavelet techniques, satellite image processing, data structures, data partitioning, resource allocation and performance analysis, cluster computing, and simulation and applications.

Download or read book Quantitative Social Science Data with R written by Brian J. Fogarty and published by SAGE Publications Limited. This book was released on 2023-03-11 with total page 566 pages. Available in PDF, EPUB and Kindle. Book excerpt: Relevant, engaging, and packed with student-focused learning features, this book provides the basic step-by-step introduction to quantitative research and data every student needs. Gradually introducing applied statistics and the language and functionality of R and R Studio software, it uses examples from across the social sciences to show students how to apply abstract statistical and methodological principles to their own work. Maintaining a student-friendly pace, it goes beyond a normal introductory statistics book and shows students where data originates and how to: - Understand and use quantitative data to answer questions - Approach surrounding ethical issues - Collect quantitative data - Manage, write about, and share the data effectively Supported by incredible digital resources with online tutorials, videos, datasets, and multiple choice questions, this book gives students not only the tools they need to understand statistics, quantitative data, and R software, but also the chance to practice and apply what they have learned.

Download or read book PC Mag written by and published by . This book was released on 1987-12-08 with total page 574 pages. Available in PDF, EPUB and Kindle. Book excerpt: PCMag.com is a leading authority on technology, delivering Labs-based, independent reviews of the latest products and services. Our expert industry analysis and practical solutions help you make better buying decisions and get more from technology.

Download or read book Pro Data Backup and Recovery written by Steven Nelson and published by Apress. This book was released on 2011-07-18 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: Good backup and recovery strategies are key to the health of any organization. Medium- to very-large-scale systems administrators have to protect large amounts of critical data as well as design backup solutions that are scalable and optimized to meet changing conditions. Pro Data Backup and Recovery will cover some of the more common backup applications, such as Symantec NetBackup/BackupExec, EMC NetWorker, and CommVault, but the main discussion will focus on the implementation of 21st century architectures that allow the backup software to be a “commodity” item. The underlying architecture provides the framework for meeting the requirements of data protection for the organization. This book covers new developments in data protection as well as the impact of single-instance storage upon backup infrastructures. It discusses the impact of backup and data replication, the often misapplied B2D and D2D strategies, and “tapeless” backup environments. Continuous data protection and remote replication strategies are also addressed as they are integrated within backup strategies—a very important topic today. Learn backup solution design regardless of specific backup software Design realistic recovery solutions Take into account new data protection standards and the impact of data replication Whether you are using NetBackup, CommVault, or some other backup software, Pro Data Backup and Recovery will give you the information you need to keep your data safe and available.

Download or read book Wellbeing A Complete Reference Guide Wellbeing and the Environment written by Rachel Cooper and published by John Wiley & Sons. This book was released on 2014-02-11 with total page 741 pages. Available in PDF, EPUB and Kindle. Book excerpt: Part of the six-volume Wellbeing: A Complete Reference Guide, this volume examines the ways in which the built environment can affect and enhance the wellbeing of society. Explores the effects of environment on wellbeing and provides insight and guidance for designing, creating, or providing environments that improve wellbeing Looks at the social and health issues surrounding sustainable energy and sustainable communities, and how those connect to concepts of wellbeing Brings the evidence base for environmental wellbeing into one volume from across disciplines including urban planning, psychology, sociology, healthcare, architecture, and more Part of the six-volume set Wellbeing: A Complete Reference Guide, which brings together leading research on wellbeing from across the social sciences

Download or read book The New Sociology of Scotland written by David McCrone and published by SAGE. This book was released on 2017-03-20 with total page 737 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by a leading sociologist of Scotland, this ground-breaking new introduction is a comprehensive account of the social, political, economic and cultural processes at work in contemporary Scottish society. At a time of major uncertainty and transformation The New Sociology of Scotland explores every aspect of Scottish life. Placed firmly in the context of globalisation, the text: examines a broad range of topics including race and ethnicity, social inequality, national identity, health, class, education, sport, media and culture, among many others. looks at the ramifications of recent political events such as British General Election of 2015, the Scottish parliament election of May 2016, and the Brexit referendum of June 2016. uses learning features such as further reading and discussion questions to stimulate students to engage critically with issues raised. Written in a lucid and accessible style, The New Sociology of Scotland is an indispensable guide for students of sociology and politics.

Download or read book Microtimes written by and published by . This book was released on 1999 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Smarter Data Science written by Neal Fishman and published by John Wiley & Sons. This book was released on 2020-06-03 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Organizations can make data science a repeatable, predictable tool, which business professionals use to get more value from their data Enterprise data and AI projects are often scattershot, underbaked, siloed, and not adaptable to predictable business changes. As a result, the vast majority fail. These expensive quagmires can be avoided, and this book explains precisely how. Data science is emerging as a hands-on tool for not just data scientists, but business professionals as well. Managers, directors, IT leaders, and analysts must expand their use of data science capabilities for the organization to stay competitive. Smarter Data Science helps them achieve their enterprise-grade data projects and AI goals. It serves as a guide to building a robust and comprehensive information architecture program that enables sustainable and scalable AI deployments. When an organization manages its data effectively, its data science program becomes a fully scalable function that’s both prescriptive and repeatable. With an understanding of data science principles, practitioners are also empowered to lead their organizations in establishing and deploying viable AI. They employ the tools of machine learning, deep learning, and AI to extract greater value from data for the benefit of the enterprise. By following a ladder framework that promotes prescriptive capabilities, organizations can make data science accessible to a range of team members, democratizing data science throughout the organization. Companies that collect, organize, and analyze data can move forward to additional data science achievements: Improving time-to-value with infused AI models for common use cases Optimizing knowledge work and business processes Utilizing AI-based business intelligence and data visualization Establishing a data topology to support general or highly specialized needs Successfully completing AI projects in a predictable manner Coordinating the use of AI from any compute node. From inner edges to outer edges: cloud, fog, and mist computing When they climb the ladder presented in this book, businesspeople and data scientists alike will be able to improve and foster repeatable capabilities. They will have the knowledge to maximize their AI and data assets for the benefit of their organizations.

Download or read book Research and Fieldwork in Development written by Daniel Hammett and published by Routledge. This book was released on 2014-12-08 with total page 435 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research and Fieldwork in Development explores both traditional and cutting edge research methods, from interviews and ethnography to spatial data and digital methods. Each chapter provides the reader with an understanding of the theoretical basis of research methods, reflects upon their practice and outlines appropriate analysis techniques. The text also provides a cutting edge focus on the role of new media and technologies in conducting research. The final chapters return to a set of broader concerns in development research, providing a new and dynamic set of engagements with ethics and risk in fieldwork, integrating methods and engaging development research methods with knowledge exchange practices. Each chapter is supported by several case studies written by global experts within the field, documenting encounters and experiences and linking theory to practice. Each chapter is also complimented by an end of chapter summary, suggestions for further reading and websites, and questions for further reflection and practice. The text critically locates development research within the field of international development to give an accessible and comprehensive introduction to development research methods. This book provides an invaluable overview to the practice of international development research and serves as an essential resource for undergraduate and postgraduate student embarking of development fieldwork. It is supported by online resources including extended bibliographies for each chapter, example risk and ethic forms, example policy briefing notes, research reports, links to websites and data sources.

Download or read book Official Gazette of the United States Patent and Trademark Office written by and published by . This book was released on 1997 with total page 1040 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Designing and Operating a Data Reservoir written by Mandy Chessell and published by IBM Redbooks. This book was released on 2015-05-26 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: Together, big data and analytics have tremendous potential to improve the way we use precious resources, to provide more personalized services, and to protect ourselves from unexpected and ill-intentioned activities. To fully use big data and analytics, an organization needs a system of insight. This is an ecosystem where individuals can locate and access data, and build visualizations and new analytical models that can be deployed into the IT systems to improve the operations of the organization. The data that is most valuable for analytics is also valuable in its own right and typically contains personal and private information about key people in the organization such as customers, employees, and suppliers. Although universal access to data is desirable, safeguards are necessary to protect people's privacy, prevent data leakage, and detect suspicious activity. The data reservoir is a reference architecture that balances the desire for easy access to data with information governance and security. The data reservoir reference architecture describes the technical capabilities necessary for a system of insight, while being independent of specific technologies. Being technology independent is important, because most organizations already have investments in data platforms that they want to incorporate in their solution. In addition, technology is continually improving, and the choice of technology is often dictated by the volume, variety, and velocity of the data being managed. A system of insight needs more than technology to succeed. The data reservoir reference architecture includes description of governance and management processes and definitions to ensure the human and business systems around the technology support a collaborative, self-service, and safe environment for data use. The data reservoir reference architecture was first introduced in Governing and Managing Big Data for Analytics and Decision Makers, REDP-5120, which is available at: http://www.redbooks.ibm.com/redpieces/abstracts/redp5120.html. This IBM® Redbooks publication, Designing and Operating a Data Reservoir, builds on that material to provide more detail on the capabilities and internal workings of a data reservoir.