This book explores the what, the why, and the how of the Taliban takeover of Afghanistan almost 20 years after their removal from power. It examines how the U.S. discourses on War on Terror and state-building in Afghanistan have taken shape, became dominant over the past two decades, and to delineate their consequences. Also, it highlights how both discourses are representative of wider depoliticization of the society and eventually paved the way for the illiberal, oppressive politics of confinement and necropolitics. The volume will be of great interest to scholars and researchers of politics and international relations, U.S. foreign policy, peace and conflict studies, area studies, especially West Asian and South Asian studies.

This book explores the what, the why, and the how of the Taliban takeover of Afghanistan almost 20 years after their removal from power. It examines how the U.S. discourses on War on Terror and state-building in Afghanistan have taken shape, became dominant over the past two decades, and to delineate their consequences. Also, it highlights how both discourses are representative of wider depoliticization of the society and eventually paved the way for the illiberal, oppressive politics of confinement and necropolitics. The volume will be of great interest to scholars and researchers of politics and international relations, U.S. foreign policy, peace and conflict studies, area studies, especially West Asian and South Asian studies.

Over the next few decades, machine learning and data science will transform the finance industry. With this practical book, analysts, traders, researchers, and developers will learn how to build machine learning algorithms crucial to the industry. You'll examine ML concepts and over 20 case studies in supervised, unsupervised, and reinforcement learning, along with natural language processing (NLP). Ideal for professionals working at hedge funds, investment and retail banks, and fintech firms, this book also delves deep into portfolio management, algorithmic trading, derivative pricing, fraud detection, asset price prediction, sentiment analysis, and chatbot development. You'll explore real-life problems faced by practitioners and learn scientifically sound solutions supported by code and examples. This book covers: Supervised learning regression-based models for trading strategies, derivative pricing, and portfolio management Supervised learning classification-based models for credit default risk prediction, fraud detection, and trading strategies Dimensionality reduction techniques with case studies in portfolio management, trading strategy, and yield curve construction Algorithms and clustering techniques for finding similar objects, with case studies in trading strategies and portfolio management Reinforcement learning models and techniques used for building trading strategies, derivatives hedging, and portfolio management NLP techniques using Python libraries such as NLTK and scikit-learn for transforming text into meaningful representations

This volume is a step-by-step guide to implementing predictive data analytics in human resource management (HRM). It demonstrates how to apply and predict various HR outcomes which have an organisational impact, to aid in strategising and better decision-making. The book: Presents key concepts and expands on the need and role of HR analytics in business management. Utilises popular analytical tools like artificial neural networks (ANNs) and K-nearest neighbour (KNN) to provide practical demonstrations through R scripts for predicting turnover and applicant screening. Discusses real-world corporate examples and employee data collected first-hand by the authors. Includes individual chapter exercises and case studies for students and teachers. Comprehensive and accessible, this guide will be useful for students, teachers, and researchers of data analytics, Big Data, human resource management, statistics, and economics. It will also be of interest to readers interested in learning more about statistics or programming.

This volume is a step-by-step guide to implementing predictive data analytics in human resource management (HRM). It demonstrates how to apply and predict various HR outcomes which have an organisational impact, to aid in strategising and better decision-making. The book: Presents key concepts and expands on the need and role of HR analytics in business management. Utilises popular analytical tools like artificial neural networks (ANNs) and K-nearest neighbour (KNN) to provide practical demonstrations through R scripts for predicting turnover and applicant screening. Discusses real-world corporate examples and employee data collected first-hand by the authors. Includes individual chapter exercises and case studies for students and teachers. Comprehensive and accessible, this guide will be useful for students, teachers, and researchers of data analytics, Big Data, human resource management, statistics, and economics. It will also be of interest to readers interested in learning more about statistics or programming.

'Pay attention' - Jason Fried, founder and CEO of Basecamp, bestselling author of ReWork A revolutionary roadmap for building startups that go the distance Cracks are forming in the myth of the VC-funded, IPO-driven billion-dollar company. They're unprofitable, unethical and unsustainable - so why bother chasing unicorns? The Minimalist Entrepreneur is the manifesto for a new generation of founders who would rather build great companies than big ones. Packed with hard-won, battle-tested lessons from Lavingia's own journey of building Gumroad, The Minimalist Entrepreneur teaches founders how to start from anywhere to build any kind of software-enabled business. You will learn how to: resist investments that set you up to fail; run a tight ship amid the rise of the gig economy and remote work; develop and release products without failing fast or often; get to profitability and stay there. The Minimalist Entrepreneur offers essential knowledge for every founder aspiring to build a business worth building.

What differentiates good organizations from bad? The good ones are those that take advantage of the data they already have and use the feedback that business intelligence gives them to improve their processes. SharePoint is now the delivery platform of choice for Microsoft's business intelligence products, and in this book we reveal how to get the most from developingbusiness intelligencesolutions on SharePoint 2010.
To understand the variousbusiness intelligenceofferings in SharePoint 2010, you need to understand the core SQL Serverbusiness intelligenceconcepts, andthe first part of the book presentsa comprehensive tutorial on those fundamentals. Pro SharePoint 2010 Business Intelligence Solutions then focuseson specific SharePoint business intelligence investments including:
Visio Services Excel Services SQL Server Reporting Services Business Connectivity Services PerformancePoint Services What you'll learn Understand the fundamentals and framework of business intelligence. Learn how tointegrateVisio Services, and discoverthe developer story. Practice working with the Secure Store Service. Experience authoring and publishing reports using Report Builder and how to re-purpose published reports in Reporting Services. Glean practicaladvice about deploying and developing forPerformancePoint Services in SharePoint 2010. Learn about the advances in Excel Services and PowerPivot, and their application within SharePoint to practical situations. Gaina deep understandingof the Business Data Services featureset in SharePoint 2010. Who this book is for

This book offersSharePoint developersanessential BI foundation experience andan introduction toSQL Server 2008 tools for business intelligence. This book will also benefit SQL Server developersand administrators who require knowledge of setting up the basic infrastructure on the SharePoint platform for business intelligence. Table of Contents Business Intelligence Basics Visio Services Reporting Services Business Connectivity Services Excel Services PerformancePoint Services

This book provides a fresh take on Microsoft's premier collaboration solution. A critical resource if you're developing on the SharePoint platform, this book features a complete focus on the new features and capabilities of SharePoint 2010. Through a thorough treatment of sites, web parts, data management, portal solutions, and business intelligence capabilities, you'll appreciate author Sahil Malik 's concise yet highly readable text.

With this book, you'll gain intermediate-level guidance for designing and deploying exciting business solutions based on Microsoft SharePoint 2010. What you'll learn Write effective SharePoint 2010 solutions that can be used on the Web, through Microsoft Office, and on mobile devices. Find out best practices for managing data stored in a SharePoint site and the most effective ways to get value out of it. Discover how to write effective web parts and pages and integrate those solutions across other Microsoft technologies. Put on your designer hat and create a custom look and feel for your SharePoint site or portal. Learn how to use existing data to create business intelligence solutions based on SharePoint sites. Who this book is for

This book is for the typical SharePoint 2010 project team member who is technical in nature. It is aimed more toward developers, IT pros, and technical architects than designers or non-technical team members. Table of Contents The First Chapter: Please Read SharePoint Basics The SharePoint 2010 Feature Solution Framework WebParts and SharePoint Pages Client Object Model, ADO.NET Services, and Custom Services Managing SharePoint Data: Part 1 Managing SharePoint Data: Part 2 Enterprise Content Management Business Connectivity Services Workflows Business Intelligence Security

This book includes selected peer-reviewed papers presented at third International Conference on Computational and Experimental Methods in Mechanical Engineering held in June 2021 at G.L. Bajaj Institute of Technology and Management, Greater Noida, U.P, India. The book covers broad range of topics in latest research including hydropower, heat transfer, fluid mechanics, advanced manufacturing, recycling and waste disposal, solar energy, thermal power plants, refrigeration and air conditioning, robotics, automation and mechatronics, and advanced designs. The authors are experienced and experts in their field, and all papers are reviewed by expert reviewers in respective field. The book is useful for industry peoples, faculties, and research scholars.

Learn from Pro SharePoint Migration on how to migrate your existing farm - infrastructure, upgrade approaches, code, branding, and impact of new features of SharePoint 2010 - in a strategic way that results in smooth transition. Noted author Sahil Malik, with Srini Sistla, work together to provide detailed strategies and tools to assess, plan and execute a SharePoint 2010 migration that is efficient and cost-effective--and that doesn't use expensive third-party software. The clean slate approach embraced by this book, coupled with flexible tools designed by Microsoft and the author, will provide you with the statistics, charts, and diagrams necessary to perform a meaningful assessment of your current SharePoint 2007 environment. You'll then be able to plan the lowest-cost, least-hassle way to migrate your current environment, and its applications and data, to SharePoint 2010, and how to map your existing use of SharePoint 2007 to the new features and enhancements in SharePoint 2010. Pro SharePoint Migration will help you: * Gain a better understanding of high level comparison and changes you need to learn between the two versions * To migrate or not?Learn about new functionality that might replace your existing custom built code or non-code based solutions.* Build a strong toolset to create, update, administer, and migrate 90% of the most commonly used SharePoint objects * Grasp the intricacies of the SharePoint 2010 application programming interface (API) * Become a better SharePoint 2010 administrator in your newly-migrated environment What you'll learn * A high level comparison of MOSS 2007 and SharePoint 2010, asking what's new * Available supported and unsupported upgrade choices * Migration strategies to minimize disruption * Strategies for migrating old settings to new * Changes to security model, lists, libraries, and more * Visual changes, the impact on branding, and how to address overall branding artifacts * Statistics, monitoring and usage analysis of existing and new farms * Learn about ribbon changes and customizations * A discussion of being a savvy business user developer, using SharePoint designer 2010 and InfoPath 2010 * Overview of new changes and enhancements to enterprise content management features * Changes to SharePoint APIs Who this book is for Pro SharePoint Migration is for intermediate to advanced SharePoint administrators, and developers who are interested in migrating from SharePoint 2007 to SharePoint 2010 without third-party software.

This book provides comprehensive discussion on key topics related to the usage and deployment of AI in urban transportation systems including drones. The book presents intelligent solutions to overcome the challenges of static approaches in the transportation sector to make them intelligent, adaptive, agile, and flexible. The book showcases different AI-deployment models, algorithms, and implementations related to intelligent cyber physical systems (CPS) along with their pros and cons. Even more, this book provides deep insights into the CPS specifically about the layered architecture and different planes, interfaces, and programmable network operations. The deployment models for AI-based CPS are also included with an aim towards the design of interoperable and intelligent CPS architectures by researchers in future. The authors present hands on practical implementations, deployment scenarios, and use cases related to different transportation scenarios. In the end, the design and research challenges, open issues, and future research directions are provided.

This book provides comprehensive discussion on key topics related to the usage and deployment of software defined networks (SDN) in Internet of Everything applications like, healthcare systems, data centers, edge/fog computing, vehicular networks, intelligent transportation systems, smart grids, smart cities and more. The authors provide diverse solutions to overcome challenges of conventional network binding in various Internet of Everything applications where there is need of an adaptive, agile, and flexible network backbone. The book showcases different deployment models, algorithms and implementations related to the usage of SDN in Internet of Everything applications along with the pros and cons of the same. Even more, this book provides deep insights into the architecture of software defined networking specifically about the layered architecture and different network planes, logical interfaces, and programmable operations. The need of network virtualization and the deployment models for network function virtualization is also included with an aim towards the design of interoperable network architectures by researchers in future. Uniquely, the authors find hands on practical implementation, deployment scenarios and use cases for various software defined networking architectures in Internet of Everything applications like healthcare networks, Internet of Things, intelligent transportation systems, smart grid, underwater acoustic networks and many more. In the end, design and research challenges, open issues, and future research directions are provided in this book for a wide range of readers

This book includes selected peer-reviewed papers presented at third International Conference on Computational and Experimental Methods in Mechanical Engineering held in June 2021 at G.L. Bajaj Institute of Technology and Management, Greater Noida, U.P, India. The book covers broad range of topics in latest research including hydropower, heat transfer, fluid mechanics, advanced manufacturing, recycling and waste disposal, solar energy, thermal power plants, refrigeration and air conditioning, robotics, automation and mechatronics, and advanced designs. The authors are experienced and experts in their field, and all papers are reviewed by expert reviewers in respective field. The book is useful for industry peoples, faculties, and research scholars.

This book provides comprehensive discussion on key topics related to the usage and deployment of software defined networks (SDN) in Internet of Everything applications like, healthcare systems, data centers, edge/fog computing, vehicular networks, intelligent transportation systems, smart grids, smart cities and more. The authors provide diverse solutions to overcome challenges of conventional network binding in various Internet of Everything applications where there is need of an adaptive, agile, and flexible network backbone. The book showcases different deployment models, algorithms and implementations related to the usage of SDN in Internet of Everything applications along with the pros and cons of the same. Even more, this book provides deep insights into the architecture of software defined networking specifically about the layered architecture and different network planes, logical interfaces, and programmable operations. The need of network virtualization and the deployment models for network function virtualization is also included with an aim towards the design of interoperable network architectures by researchers in future. Uniquely, the authors find hands on practical implementation, deployment scenarios and use cases for various software defined networking architectures in Internet of Everything applications like healthcare networks, Internet of Things, intelligent transportation systems, smart grid, underwater acoustic networks and many more. In the end, design and research challenges, open issues, and future research directions are provided in this book for a wide range of readers

In this fast-paced 100-page guide, you'll learn to load, display and interact with dynamic, data-powered Visio diagrams in SharePoint 2013 or Office 365. Visio Services Quick Guide gives you the tools to build anything from a simple project workflow to an organizational infrastructure diagram, powered by real data from SharePoint or SQL Server. Colleagues can load your diagrams entirely in the browser, meaning that a single Visio client installation is enough to get started. Readers with JavaScript experience will also find out how to get additional control over Visio diagrams using the JavaScript mashup API, and how to build a custom data provider. The final chapter covers some useful information on administering Visio Services. Get started bringing your Visio diagrams to life with the Visio Services Quick Guide.

To get ahead in today's hyper-competitive marketplace, your business has to take advantage of the data you already have and mine that data to give you new insight, metrics, and clues to what drives successful customer interactions. In Pro SharePoint 2013 Business Intelligence Solutions, you'll learn exactly how to unlock that magic, build business intelligence facilities on SharePoint, and glean insights from data to propel your business to the next level. To understand the various business intelligence offerings in SharePoint 2013, you need to understand the core SQL Server business intelligence concepts, and the first part of the book presents a comprehensive tutorial on those fundamentals.Pro SharePoint 2013 Business Intelligence Solutions then focuses on specific SharePoint business intelligence investments including: * Visio Services * Excel Services * SQL Server Reporting Services * Business Connectivity Services * Power View and PerformancePoint Services Authors Manpreet Singh, Sha Anandan, Sahil Malik, and Steve Wright walk you through all of this material comprehensively in practical, hands-on format, with plenty of examples to empower you to use these products in your real-life projects. As compelling as SharePoint and SQL Server business intelligence are together, the challenge always has been finding people who understand both SharePoint and SQL Server well enough to deliver such business intelligence solutions. With this book in hand, you become part of that select group. Get your copy of Pro SharePoint 2013 Business Intelligence Solutions today What you'll learn * Understand the fundamentals and framework of business intelligence. * Learn how to integrate Visio Services, and discover the developer story. * Practice working with the Secure Store Service.* Experience authoring and publishing reports using Report Builder and how to re-purpose published reports in Reporting Services. * Glean practical advice about deploying and developing for Power View and PerformancePoint Services in SharePoint 2013. * Learn about the advances in Excel Services and PowerPivot, and their application within SharePoint to practical situations. * Gain a deep understanding of the Business Data Services feature set in SharePoint 2013. Who this book is for Pro SharePoint 2013 Business Intelligence Solutions offers SharePoint developers an essential BI foundation experience and an introduction to SQL Server 2012 tools for business intelligence. This book will also benefit SQL Server developers and administrators who require knowledge of setting up the basic infrastructure on the SharePoint platform for business intelligence.

Expert SharePoint 2010 Practices is a valuable compendium of best practices, tips, and secrets straight from the most knowledgeable SharePoint gurus in the industry. Learn from the experts as you dive into topics like multitenancy, solution deployment, business intelligence, and administration. Our team of carefully chosen contributors, most with Microsoft's Most Valuable Professional (MVP) designation bestowed upon them, shares with you the secrets and practices that have brought them success in a wide variety of SharePoint scenarios. Each contributor is passionate about the power of SharePoint and wants to help you leverage the capabilities of the platform in your business - but in the proper way. Go beyond procedures and manuals, and benefit from hundreds of years of combined experience, which the authors of Expert SharePoint 2010 Practices provide in these pages. Learn from the masters and take control of SharePoint 2010 like you never have before with Expert SharePoint 2010 Practices What you'll learn * How to design and architect public-facing SharePoint sites * Best practices for building business applications with SharePoint Foundation 2010 * How to bridge the Office-SharePoint gap that exists in many organizations * Best practices around solution deployment in SharePoint 2010 Who this book is for Expert SharePoint 2010 Practices is a book geared toward professional (that is, intermediate- to advanced-level) solution developers, administrators, and architects. Each chapter will stand alone, so all audiences will find valuable advice and reference within the text. Readers should be familiar with SharePoint in their respective capacities and have more than a beginner-level understanding of its features and capabilities. Table of Contents * Workflows * Bridging the Office-SharePoint Gap * Leveraging Content Types * Automating Document Assembly * Practical Document Management with SharePoint 2010 * Forms Services and InfoPath * The SharePoint 2010 Client Object Model * Extending SharePoint Using Event Receivers * Touch Points: Integrating SharePoint 2010 and ASP.NET * Client-Side Programming * SharePoint and Windows Phone 7 Development * SharePoint Solution Deployment * Business Intelligence * Business Connectivity Services * Designing Mashups with Excel and Visio * Tips, Tricks, and Traps * PerformancePoint Services * Public-Facing SharePoint Sites * Claims-Based Authentication in SharePoint 2010