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Feng Q: Operational Data Analytics

Operational Data Analytics

Foundations for Decision-Focused Regularized Learning

Advances in Digital Technology and Data-Driven Business Practices

People's lives at work and outside of work are constantly connected and switched on, this hyper-connectivity can have adverse effects on well-being and mental health, with people unable to switch off from emails, notifications and more. What happens when people undertake a digital detox? The question is answered through a blend of research-backed insights, personal anecdotes, and practical advice, chapters probe into the philosophy and practices of digital detox retreats, revealing the profound benefits they offer for mental, physical, and emotional well-being. Through the lens of real-life stories from retreat attendees and actionable advice, this book empowers readers to establish a more balanced interaction with technology. By showcasing how digital detox retreats have transformed the lives of participants, the book illustrates the potential for readers to also experience positive changes. It provides practical suggestions for incorporating mindfulness into daily activities, offering a pathway to a healthier relationship with technology and a more fulfilling life overall. Through a combination of inspiring narratives and practical guidance, the book aims to motivate readers to take control of their digital habits and find a greater sense of balance and well-being. The Advances in Digital Technology and Data-Driven Business Practices series aims to shed light on the rapid developments, significance, benefits, and practical applications of evolving digital technologies and data-driven decision-making practices in businesses.

The Power of Digital Detox Retreats

Mindful Unplugging

In a world fractured by constant volatility, traditional leadership frameworks are being challenged by forces that evolve faster than institutions can interpret them. This book challenges the comforting illusion of the "Black Swan" -- that major disruptions are rare, unpredictable events best understood only after they occur. Instead, the author introduces the perma-disruption ecosystem: an environment where geopolitical, technological and regulatory forces continuously collide and compound. The true threat to modern institutions is not the rare, unforeseeable shock; it is the "Black Dragon" -- a massive systemic force that is visible long before its full consequences unfold, yet repeatedly ignored because no single signal feels urgent enough to demand action until the power to choose has already begun to disappear.Written for forward-thinking executives, board members and senior leaders, The Black Dragon delivers a rigorous architecture for institutional foresight, proactive governance and strategic transformation. At its core is Black Dragon Logic: the discipline of reading the terrain of perma-disruption. Moving beyond passive delegation and superficial agility, the book outlines a demanding new leadership contract rooted in collective intelligence and anticipatory accountability. It explains how to cut through paralyzing data noise, interpret converging power dynamics and deploy capital with confidence before disruption becomes obvious to everyone else.,

Leadership, foresight and power to win in an age of permanent disruption

The Black Dragon

Asset Analytics

This book explores the transformative potential of business analytics in the modern business landscape, offering a practical guide to leveraging data for strategic decision-making. With companies generating vast amounts of data, there is a growing need for professionals who can interpret and analyze this information to derive actionable insights. This book equips readers with essential tools and techniques to become proficient in business analytics, emphasizing the application of data to solve real-world business problems and drive profitability. Encompassing various facets of a business, including supply chain analytics, HR analytics, influencer networks, Impact of machine learning and AR/VR, sensitivity analysis, data story telling etc. and even empowering customers with the help of data driven approach, this book tries to add value in managerial decision making. &nbsp;Focusing on the latest trends and advancements, this book demonstrates how analytics can provide a competitive edge by converting large datasets into meaningful insights. Through real-world examples and case studies, it shows how businesses can enhance market share and deliver greater returns to shareholders. Designed for business professionals, analysts, and decision-makers, this book is an essential resource for anyone looking to improve their company’s performance or advance their career with cutting-edge analytical skills.

Sharpening beyond Data

Business Analytics and Managerial Decision Making

Build a diversified portfolio with this updated all-in-one investing guide Growing your money doesn't have to feel overwhelming. Whether you're eyeing stocks, bonds, mutual funds, or cryptocurrency, Investing All-in-One For Dummies gives you the know-how to make confident decisions across every major investment type. Written by a team of Wall Street Journal bestselling authors and market specialists, this single guide covers beginner to intermediate techniques so you can invest on your own terms. Get up to speed on AI-powered research tools, digital brokerages, ESG investing, and cryptocurrency regulation alongside time-tested fundamentals like diversification and risk management. You'll learn how to evaluate opportunities, use online platforms, apply triple compounding , and align your investments with your personal financial goals. It's seven books of investing wisdom packed into one friendly resource. Inside this guide: <ul> <li>Learn the basics of stocks, bonds, ETFs, and mutual fund investing to start building your portfolio</li> <li>Discover how cryptocurrency and buffer ETFs investing can fit into a modern, well-diversified portfolio strategy</li> <li>Explore online investing platforms and the power of triple compounding</li> <li>Build confidence by applying fundamental analysis techniques to evaluate stocks, bonds, and other securities you're considering</li> <li>Find practical strategies for managing risk and keeping your investments aligned with your long-term financial goals</li> </ul> Whether you're just getting started or looking to broaden your portfolio across new investment types, this Dummies guide has you covered. Great for self-directed investors who want accessible guidance without expensive advisor fees. Time to get your money working for you!

Investing All-in-One For Dummies

Jeder Geschäftsführer wird mit einer Vielzahl von Pflichten konfrontiert. Als leitendem Manager stehen ihm aber auch zahlreiche Gestaltungsinstrumente zur Verfügung. Um seine Aufgaben ordnungsgemäß erfüllen und seine Handlungsspielräume effektiv nutzen zu können, ist für den Geschäftsführer die Kenntnis der rechtlichen Rahmenbedingungen unerlässlich. Auch ist er daran interessiert, seine haftungsrechtlichen Risiken zu erkennen und zu minimieren. Der vorliegende Band stellt die wichtigsten Aufgaben des Geschäftsführers dar. Ausführlich informiert wird über die rechtlichen Grundlagen und den Inhalt seiner einzelnen Rechte und Pflichten. Dieses Fachbuch behandelt zudem den persönlichen Status des Geschäftsführers. Den Schwerpunkt bildet hierbei der Anstellungsvertrag. Die beim Abschluss und bei der Beendigung des Anstellungsvertrags auftretenden Rechtsfragen werden umfassend erörtert. Hierbei wird auch eine Beratungshilfe für die inhaltliche Gestaltung des Anstellungsvertrags gegeben. Das Werk enthält auch einen detaillierten Abschnitt zur Versorgung des Geschäftsführers mit entsprechendem Muster einer Versorgungsvereinbarung. Ebenfalls werden die haftungs- und strafrechtlichen Risiken, die mit Geschäftsführeraufgabe verbunden sind, erörtert. Hierbei wird das Augenmerk insbesondere auch darauf gerichtet, inwieweit die haftungsrechtliche Verantwortung z.B. durch Versicherungslösungen oder vertragliche Gestaltungen minimiert werden kann.
&nbsp;

Rechte und Pflichten, Anstellung, Vergütung und Versorgung, Haftung und Strafbarkeit, Versicherungslösungen (D&O-Versicherung)

Der GmbH-Geschäftsführer

Organizations rise and fall not on talent, but on systems. In an ever-accelerating world, most people try to cope with stressful situations by working harder, reacting faster, or hoping for the best. But what you need when you're feeling overwhelmed isn't a white-knuckle effort; it's a better system.Built Bulletproof offers a universal preparation framework for handling whatever situation life might throw at you. Field-tested by Raytown, MO Chief of Police Robert J. Kuehl with over a forty-year law enforcement and leadership career, currently serving as a Chief of Police, this paradigm has been proven at the command level in crisis situations, the corporate environment, the military and everyday life. It will transform your approach to risk, decision-making, and accountability to move you out of chaos and into clarity.You'll learn to separate the truly important from the merely urgent, to build processes that won't buckle under pressure, and to create a continuity of operations for yourself, your family, your team, and your organization. This isn't a theory--it's a system practical in any situation from leading a city through crisis to teaching a teenager to drive. Built Bulletproof is your roadmap to calm, confident leadership, professionally and personally, teaching you how to: - find focus in complex situations - make better decisions under pressure - structure accountability without building a culture of fear - replace high-pressure drilling with low-stakes practice.If you're responsible for people, resources, or outcomes in government, public safety, business, education, or the military, read Built Bulletproof to prepare for times when effective leadership matters most.

Strategies for Calm, Clarity, and Control in Decision-Making

Built Bulletproof

Your friendly all-in-one guide to managing projects like a pro Project management has become a core skill across every industry, whether or not you carry a formal PM title. Project Management All-in-One For Dummies, 2nd Edition gives you a single, practical reference covering foundational principles, modern delivery approaches, certification-aligned thinking, and AI-supported workflows. You'll find clear guidance that connects theory to real-world execution, so you can plan, lead, and deliver projects with confidence. Get the hang of scope, scheduling, budgeting, risk, and stakeholder communication. Explore hybrid, agile, and traditional methodologies so you can pick the right approach for any project. Discover how AI tools fit into planning, analysis, documentation, and problem-solving. You'll also find certification-relevant concepts drawn from PMP-aligned material, presented in an accessible way that supports your career growth. Inside this guide: <ul> <li>Learn core project management fundamentals, from defining scope and setting budgets to managing risk across your projects</li> <li>Explore agile, hybrid, and traditional delivery methodologies to find the right fit for your team and goals</li> <li>Discover how AI-powered tools can streamline your planning, tracking, documentation, and everyday project workflows</li> <li>Build stronger leadership and stakeholder management strategies that work in real organizations and real situations</li> <li>Find certification-aligned concepts that prepare you for PMP-level thinking </li> </ul> Whether you're tackling your first project or refreshing skills you've built over years, this Dummies guide covers everything from fundamentals to AI-powered workflows in one place. It's perfect for professionals at any experience level who want practical project management guidance.

Project Management All-in-One For Dummies

Messe-, Kongress- und Eventmanagement

'Event Infrastructure': This anthology, edited by Axel Barwich, brings together theses addressing key issues in modern event technology. The focus is on event logistics, LoRaWAN sensor technology, remote mixing, generative AI in lighting design, technical needs assessment, safety considerations, as well as vibe coding and cybersecurity. The contributions combine scientific analysis with concrete applications and highlight both the potential and limitations of current solutions.

Mobilität, Technik und KI

Infrastruktur für Veranstaltungen

Chapman and Hall/CRC Series on Statistics in Business and Economics

Bayesian methods are now central to empirical macroeconomics, with routine use in academic research and at central banks for forecasting and policy analysis. As the models applied in practice have become increasingly high-dimensional and computationally intensive, a working understanding of the estimation algorithms-not only the models themselves-has become essential. While many existing texts treat Bayesian econometrics broadly, Bayesian Macroeconometrics focuses specifically on the models and methods used in modern Bayesian macroeconomic analysis, for readers who want both to understand these methods and to implement them.Bringing together modeling, posterior derivations, algorithmic design, and computation, the book derives each method step by step and integrates MATLAB code directly into the text. It pays particular attention to how posterior samplers are constructed in high-dimensional settings, where implementation choices can determine whether a method is practical for empirical work.A single idea ties the material together: linear regression as a recurring building block, with state space models and vector autoregressions treated as collections of linear regressions linked by latent states or dynamic dependence. From this foundation, the book moves to the models at the center of modern practice, including stochastic volatility, dynamic factor models, vector autoregressions, time-varying parameter VARs, and large VARs, alongside global-local shrinkage priors and Bayesian nonparametrics.Each chapter is anchored by worked examples using real macroeconomic data, closes with exercises, and is supported by a companion website providing datasets and code in MATLAB, Python, and R. The book is suitable as a primary text for graduate courses in Bayesian macroeconometrics and Bayesian time-series analysis, and as a reference for researchers and central-bank practitioners.Key Features:<ul> <li>Comprehensive coverage of Bayesian macroeconometric models - from basic Bayesian regressions and mixture models to linear Gaussian state space models, stochastic volatility models, and vector autoregressions.</li> <li>Emphasis on practical implementation - each model is illustrated with empirical applications using macroeconomic data and supported by reproducible code in MATLAB, Python, and R.</li> <li>Discussion of modern computation techniques - covering a range of advanced Markov chain Monte Carlo methods, including Hamiltonian Monte Carlo.</li> <li>Accessible style - technical results are derived in a step-by-step manner and are complemented by intuitive explanations and worked examples.</li> <li>Coverage of cutting-edge models and methods - including Dirichlet process mixtures, Gaussian process regressions, large VARs, and global-local priors.</li> </ul>

Methods and Applications

Bayesian Macroeconometrics

Management History: Global Perspectives

Entrepreneurship Through the Ages: A Historical Exploration of Entrepreneurial Understanding reconstructs entrepreneurship as a historically contingent and institutionally embedded process. Moving beyond ahistorical or theory-bound accounts, it demonstrates how entrepreneurial ideas and practices emerged within specific social, economic, and cultural settings, and how they both shaped and were shaped by major historical transformations. Spanning from antiquity to the contemporary era, the book traces enterprise in Mesopotamia, Egypt, Greece, and Rome; examines the guild, city, and religious institutions that structured medieval commerce; and follows the reconfiguration of trade and organization through early modern expansion, industrialization, and the consolidation of modern capitalism. Later chapters address twentieth-century developments, including the evolution of entrepreneurial theory, corporate entrepreneurship, and the changing relationship between innovation, finance, and the state, culminating in the digital and platform economy. Across eras, each chapter revisits a consistent set of lenses: opportunity, risk and judgment, innovation, legitimacy, and responsibility, enabling comparison without imposing a single present-day definition. A dedicated methodology chapter discusses anachronism, sources, and interdisciplinary approaches that bridge management studies, economic history, sociology, and political economy. By connecting past entrepreneurial practices to present debates, the book invites readers to reconsider who counts as an entrepreneur, what forms of value creation become legitimate in different periods, and how entrepreneurship relates to inequality and social responsibility. Designed for scholars, graduate students, and informed practitioners, Entrepreneurship Through the Ages offers an accessible, research-informed resource for management history and entrepreneurship studies.

A Historical Exploration of Entrepreneurial Understanding

Entrepreneurship Through the Ages

Demis Hassabis, DeepMind and the Quest for Superintelligence

The Infinity Machine

Chapman and Hall/CRC Financial Mathematics Series

Introduction to Financial Derivatives with Python, Second Editon continues to provide an accessible introduction to derivatives and quantitative finance. Starting from first principles, the book develops the foundations of derivative pricing before progressing to numerical methods and advanced volatility models. Mathematical concepts are introduced progressively, allowing the reader to develop the necessary tools alongside their financial applications. Financial intuition, mathematical foundations, and Python implementation are integrated throughout the book.The book covers the essential topics in derivative pricing and introduces numerical methods widely used in quantitative finance. It also develops advanced volatility models, including CEV, local volatility, Heston, and SABR.Features<ul> <li>Suitable for undergraduate and graduate students, as well as practitioners and anyone seeking an accessible introduction to quantitative finance</li> <li>Covers derivative pricing from fundamental principles to advanced volatility models</li> <li>Introduces numerical pricing techniques, including binomial trees and Monte Carlo simulation</li> <li>Provides chapter summaries, exercises, and examination material</li> <li>Accompanied by a GitHub repository containing the Python code used throughout the book</li> <li>No prior programming experience is required; introductions to Python and coding are provided.</li> </ul>New to the Second Edition<ul> <li>Fresh material on the Bachelier model and normal implied volatility</li> <li>A new chapter on local volatility covers the motivation for local volatility modelling, the CEV model, and Dupire's formula</li> <li>A new chapter on stochastic volatility develops the Heston and SABR models</li> <li>Python implementations to help the reader understand the concepts presented</li> <li>A new appendix including sample exams. This allows readers to practice the concepts learned throughout the book.</li> </ul>

Introduction to Financial Derivatives with Python

Operational Data Analytics

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