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Ralston R: The Forecast

The Forecast

An Inside Look at How Successful Leaders Drive Revenue Growth

Harness the power of taxonomies for better human capital management and employee wellbeing In Job Architecture, economist and entrepreneur Ben Zweig offers a revolutionary approach to transforming human capital management through the power of taxonomies. The book follows the experience and ideas of key individuals-from the founders of Wall Street, to the original management consultant, to a young data scientist just out of grad school looking to make sense of the modern workforce-in order to illustrate why our current human capital infrastructure is not serving employees well and what we can do to change that. By categorizing and organizing workforce data, Zweig provides a practical roadmap for creating a more efficient and data-driven labor market. This book includes key insights on how to: <ul> <li>Use AI and similar large language model technologies to support businesses with appropriate categorization and regimentation of data</li> <li>Know whether or not a taxonomy can be useful and functional for an organization in their ability to be flexible, auditable, and adaptable</li> <li>Build a taxonomy that meets the needs of a workforce or organization through clustering, labeling, and production</li> </ul> Combining storytelling with real-world examples, theoretical analysis, and a practical framework, Job Architecture is an essential guide for companies to manage a competitive, modern workforce that improves the working experience for all employees.

Building a Language for Workforce Intelligence

Job Architecture

Redefining Information Security shows security and technology leaders how to build a security-driven culture that not only safeguards but actively propels businesses forward, enabling innovation and growth in the face of an evolving digital business and threat landscape. This book pioneers a transformative approach that shields organizations from risks but also actively leverages them to drive competitive advantages. Redefining Information Security addresses the technical aspects of cybersecurity in addition to the organizational culture, leadership, communication, education and human factors that make up the integral components of a successful security strategy. It offers a strong emphasis on practical implementation, providing actionable guidance and tools to apply proactive security strategies. Redefining Information Security offers insights on integrating security into technology roadmaps and leveraging it as a growth catalyst. It introduces innovative risk management strategies, allowing organizations to navigate uncertainties while maintaining a robust security posture. This guide presents a wealth of real-word examples that provide insights into how organizations at the forefront of security innovation integrate and embed security within their strategic vision and explores how security can evolve to meet the challenges of tomorrow's digital landscape.

How to Build a Security-Driven Organization

Redefining Information Security

Dieses Buch ist das Ergebnis des Wirtschaftsinformatikprojekts der Hochschule Bonn Rhein-Sieg. Es entstand unter Anleitung von Prof. Dr. Alexandra Kees. 
Es handelt sich  hierbei um die dritte Auflage.

Bilal Sengöz

Ayman Almuliki

Sabri Bokayoe

Thomas Bröse

Moumitaa Dey

Abel Kabeto

Nikolai Linz

Tran Ngoc Lam

Mark Shkarin

Anosiga Thevarajah

Funktionsreferenzmodell für ERP-Software

While the hotel and short term rental sectors are growing, there is a technology divide between operators using technology strategically to run better operations and those that are not. Hospitality professionals need to understand their businesses' pain points to better invest in technology solutions and transform their businesses to be more profitable, and in some cases, more personal.
 
 Tech-enabled Hospitality looks at how the intersection of technology and personalized service can redefine the future of hospitality, including for large chains and small and medium-sized enterprises (SMEs) in the lodging sector. With its focus on practical applications of technology for enhancing both operational efficiency and guest experiences, this book is a valuable resource for those looking to modernize their hospitality business without losing the essence of personal touch. Through real-world examples and in-depth expert interviews from brands such as Stripe, SiteMinder and Rocco Forte, this book explores hospitality functions such as hotel management, operations, revenue management, sustainability, IoT, access control, guest communications, payment processing, guest experience, virtual concierge and AI tools. This book will help hospitality professionals better understand the hows and whys of implementing technology to run everyday aspects of a hospitality business while still leaving room, if desired, to provide a uniquely human experience that underpins true 'hospitality'.

Strategies to Elevate Guest Experience and Operational Efficiency

Tech-Enabled Hospitality

This concise yet comprehensive guide shows developers and architects how to tackle data integration challenges with MuleSoft. Authors Pooja Kamath and Diane Kesler take you through the process necessary to build robust and scalable integration solutions step-by-step. Supported by real-world use cases, Building Integrations with MuleSoft teaches you to identify and resolve performance bottlenecks, handle errors, and ensure the reliability and scalability of your integration solutions. You'll explore MuleSoft's robust set of connectors and their components, and use them to connect to systems and applications from legacy databases to cloud services. <ul> <li>Ask the right questions to determine your use case, define requirements, decide on reuse versus rebuild, and create sequence and context diagrams </li><li>Master tools like the Anypoint Platform, Anypoint Studio, Code Builder, GitHub, and Maven </li><li>Design APIs with RAML and OAS and craft effective requests and responses </li><li>Write MUnit tests, validate DataWeave expressions, and use Postman Collections </li><li>Deploy Mule applications to CloudHub, use API Manager to create API proxies, and secure APIs with Mule OAuth 2.0 </li><li>Learn message orchestration techniques for routers, transactions, error handling, For Each, Parallel For Each, and batch processing </li></ul>

Integrating Systems and Unifying Data in the Enterprise

Building Integrations with Mulesoft

Event-driven microservices offer an optimal approach to harnessing event streams, reacting and responding to changes as they occur across your company. With this fully revised and updated guide, you'll learn how to apply the principles of event-driven architecture to create event streams and build powerful microservice applications. Author Adam Bellemare takes you through the process of creating event-driven microservice architectures, from first principles all the way to advanced applications. Covering events, event streams, and microservices, this book will give you powerful and reusable patterns for sharing and using important data all across your organization. <ul><li>The theory and principles of event-driven architectures</li> <li>How to design and build event-driven microservice architectures to deliver exceptional business value</li> <li>Event and event-stream design patterns, including schemas and evolution through time</li> <li>Microservice application patterns, both as singular services and as a collection of multiple services</li> <li>Tooling and techniques to get your event-driven microservice ecosystem off the ground and set yourself up for success</li> <li>Integrating event-driven applications into your existing architecture</li>
</ul>

Leveraging Organizational Data at Scale

Building Event-Driven Microservices

Statistical Methods in the Atmospheric Sciences, Fifth Edition provides a structured exploration of the statistical techniques essential for analyzing atmospheric data. The book begins with foundational concepts in probability, setting the stage for more advanced topics. It then covers univariate statistics, including empirical distributions, parametric probability models, and both frequentist and Bayesian inference methods, offering tools for rigorous data analysis and interpretation. The text also addresses statistical forecasting and ensemble forecasting, along with methods for verifying forecast accuracy. In addition, time series analysis is explored in detail, enabling readers to understand temporal dependencies in atmospheric data. The book advances into multivariate statistics, presenting matrix algebra and random matrices as mathematical foundations. It discusses the multivariate normal distribution, principal component analysis (EOF), and multivariate analysis of vector pairs to handle complex, multidimensional atmospheric datasets. Techniques for discrimination, classification, and cluster analysis are also examined, providing methods for categorizing and interpreting atmospheric patterns. Supplementary materials include example data sets, probability tables, and a glossary of symbols and acronyms, along with answers to exercises that reinforce learning.

Statistical Methods in the Atmospheric Sciences

This book assesses whether EU consumer law effectively protects consumers in cloud computing contracts. From music subscriptions and streaming services to online gaming and social networks, cloud-based services are an integral part of our daily lives. Understanding the legal landscape of cloud computing is therefore crucial. The convenience of cloud computing raises significant legal questions about consumer rights. What if all emails are lost? Can someone unauthorised access online photos? Is it possible to cancel a video streaming subscription or transfer music elsewhere? The book scrutinises the adequacy of EU consumer contract law in addressing these issues, evaluating its coherence and effectiveness in safeguarding consumers' interests and fostering trust in cloud services. It looks at the entire lifecycle of a cloud computing contract, highlighting critical consumer problems, such as unclear information, service availability, data integrity, and unbalanced contract terms. Written for legal scholars, practitioners, policymakers and market participants, the book offers a comprehensive analysis of EU law provisions on cloud computing contracts. As cloud technology continues to evolve and integrate into mainstream IT solutions, ensuring a robust and consistent legal framework is paramount for consumer protection and the advancement of the EU digital market.

Consumers in the Cloud

EU Consumer Protection in Cloud Computing Contracts

An expert playbook for UX professionals researching, designing, and testing AI-powered products In UX for AI: A Framework for Designing AI-Driven Products, Greg Nudelman - a seasoned UX designer and AI strategist - delivers a proven framework for creating exciting, effective, and practical UX designs that integrate with new artificial intelligence technologies. You'll find tools you can put to work immediately as you research, plan, design, and test user experiences that incorporate human-AI interactions. The book offers hands-on design techniques that rely on tested user research methods. It also includes exercises, like Digital Twin and Value Matrix, that build your design skills and confidence, as well as AI patterns and best practices that have proven effective in real-world deployments of LLMs (Large Language Models), AI agents, copilots, AI search tools, and more. UX for AI is an original and up-to-date design guide that belongs on the desk of every UX designer and product professional working with AI-enabled or AI-driven products. It's also a must-read for students of UX design, new and trainee UX professionals, and anyone else involved in the creation of software that incorporates artificial intelligence.

A Framework for Designing AI-Driven Products

UX for AI

This comprehensive introduction to the information security field covers the industry’s essential concepts, using real-world security breaches to illustrate key lessons. "An excellent starting point for future security professionals.” —Help Net Security Cybersecurity is a huge field, and breaking in can feel overwhelming. Where do you start when the territory spans everything from cryptography to cloud security to social engineering? In Foundations of Cybersecurity, you’ll learn how security professionals actually think about protecting systems. You’ll start with core principles like authentication, authorization, and access control, then build outward into network defense, operating system hardening, application security, and security operations. Each chapter introduces concepts in context, showing how they connect to real decisions you’ll face on the job. This updated second edition covers: <ul><li>How attackers think: the threat landscape, social engineering tactics,&nbsp;and the kill chain</li><li>How defenders respond: SOC operations, incident response, and vulnerability assessment</li><li>The business side: governance, risk management, compliance frameworks, and penetration testing</li><li>Securing what’s new: AI systems, IoT devices, and cloud-native architectures</li><li>Building your career: paths into security, certifications that matter, and the soft skills that separate good analysts from great ones</li></ul> Hands-on projects throughout will have you apply what you’ve learned, from classifying real threat actors to designing detection rules to building a security awareness program. Whether you’re coming from IT or a completely different field, this book gives you the conceptual foundation to understand what cybersecurity professionals do, why they do it, and how to become one.

A Straightforward Introduction

Foundations of Cybersecurity, 2nd Edition

Bridge the gap between modern machine learning and real-world biology with this practical, project-driven guide. Whether your background is in biology, software engineering, or data science, Deep Learning for Biology gives you the tools to develop deep learning models for tackling a wide range of biological problems. Authors Charles Ravarani and Natasha Latysheva guide you through hands-on projects applying deep learning to domains like DNA, proteins, biological networks, medical images, and microscopy. Each chapter is a self-contained mini-project, with step-by-step explanations that teach you how to train and interpret deep learning models using real biological data. <ul> <li>Build models for real-world biological problems such as gene regulation, protein function prediction, drug interactions, and cancer detection</li> <li>Apply architectures like convolutional neural networks, transformers, graph neural networks, and autoencoders</li> <li>Use Python and interactive notebooks for hands-on learning</li> <li>Build problem-solving intuition that generalizes beyond biology</li> </ul> Whether you're exploring new methods, transitioning into computational biology, or looking to make sense of machine learning in your field, this book offers a clear and approachable path forward.

Harness AI to Solve Real-World Biology Problems

Deep Learning for Biology

With the increasing complexity of modern cloud-based systems, an effective enterprise architecture program is more critical than ever. In this practical book, author Tanu McCabe from Capital One provides proven frameworks and practices to define an effective enterprise architecture strategy--one that will enable software and enterprise architects to create and implement great architecture strategies. You'll learn how to create shared alignment across business and technology, embed architecture practices into processes and tooling, incorporate technology and business trends, and instill contextual understanding over siloed decision-making. Complete with examples of patterns and antipatterns, this book provides reusable templates, assessment tools, and practical advice. With this book, you will: <ul> <li>Understand exactly what enterprise architecture is, and why it's important to build an effective enterprise architecture practice </li><li>Learn who needs to be involved to define and implement architecture strategies </li><li>Examine common pitfalls that inhibit effective architecture strategies </li><li>Assess the current state of your organization's architecture practice to identify opportunities for improvement </li><li>Define your own architecture strategy at both an organizational and personal level by applying the book's frameworks </li><li>Enhance your ability to make great architecture decisions using the frameworks and lessons provided </li></ul> Tanusree (Tanu) McCabe is a distinguished engineer who leads public cloud strategy at CVS and formerly led enterprise architecture strategy at Capital One as an executive distinguished engineer.

Proven Frameworks for Effective Architecture Decisions

Fundamentals of Enterprise Architecture

The Forecast

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