Tabla de Contenidos: “…Individual holiday regularization -- Summary -- Chapter 7: Controlling Growth Modes -- Technical requirements -- Applying linear growth -- Understanding the logistic function -- Saturating forecasts -- Increasing logistic growth -- Non-constant cap -- Decreasing logistic growth -- Applying flat growth -- Creating a custom trend -- Summary -- Chapter 8: Influencing Trend Changepoints -- Technical requirements -- Automatic trend changepoint detection -- Default changepoint detection -- Regularizing changepoints -- Specifying custom changepoint locations -- Summary -- Chapter 9: Including Additional Regressors -- Technical requirements -- Adding binary regressors -- Adding continuous regressors -- Interpreting the regressor coefficients -- Summary -- Chapter 10: Accounting for Outliers and Special Events -- Technical requirements -- Correcting outliers that cause seasonality swings -- Correcting outliers that cause wide uncertainty intervals -- Detecting outliers automatically -- Winsorizing -- Standard deviation -- The moving average -- Error standard deviation -- Modeling outliers as special events -- Modeling shocks such as COVID-19 lockdowns -- Summary -- Chapter 11: Managing Uncertainty Intervals -- Technical requirements -- Modeling uncertainty in trends -- Modeling uncertainty in seasonality -- Summary -- Part 3: Diagnostics and Evaluation -- Chapter 12: Performing Cross-Validation -- Technical requirements -- Performing k-fold cross-validation -- Performing forward-chaining cross-validation -- Creating the Prophet cross-validation DataFrame -- Parallelizing cross-validation -- Summary -- Chapter 13: Evaluating Performance Metrics -- Technical requirements -- Understanding Prophet's metrics -- Mean squared error -- Root mean squared error -- Mean absolute error -- Mean absolute percent error -- Median absolute percent error…”

Tabla de Contenidos:

Tabla de Contenidos: “…1 Meeting the organisation s objectives 2 Planning 3 Monitoring and controlling 4 Co-ordinating 5 Evaluating performance 6 Improving performance 7 Motivating managers 8 Management contract 9 Communicating 10 Providing a basis for authorising expenditure and delegating responsibility 11 Identifying scarce resources 12 Allocating resources 13 Demonstrating and delivering good corporate governance Linking budgets to strategy and policy Budgets for special purposes Planning periods 2 What is a forecast and how does it differ from a budget? …”

Tabla de Contenidos: “…Software model with performance annotations; 6.3.1. Performance domain model; 6.3.2. …”

Tabla de Contenidos: “…Reviewing the evidence base on regulation and small business performance / Intervention in the market for business advice. …”

Tabla de Contenidos: “…-- Impact of Batching -- Cost and Performance Considerations -- S3: Scheduling Sequences with Speculation -- How Does S3 Work? …”

Tabla de Contenidos: “…Generating the Training MRI Image Data -- Tuning the Training MRI Image Data -- Executing the CNN to Classify MRI Image Data -- Considering the CNN's Performance -- Accuracy Fluctuations Across Epochs in Training and Cross-Validation -- Sparse Categorical Cross-Entropy Loss Fluctuations Across Epochs in Training and Cross-Validation -- Pneumonia -- X-Ray Imaging Procedure -- Classifying X-Rays by Executing a CNN -- Processing the X-Ray Image Data -- Generating the Training Chest X-Ray Image Data -- Preprocessing the Validation Chest X-Ray Image Data -- Generating the Validation Chest X-Ray Image Data -- Tuning the Training Chest X-Ray Image Data -- Executing the CNN to Classify Chest X-Ray Image Data -- Considering the CNN's Performance -- Accuracy Fluctuations Across Epochs in Training and Cross-Validation -- Sparse Categorical Cross-Entropy Loss Fluctuations Across Epochs in Training and Cross-Validation -- Conclusion -- Chapter 6: A Case for COVID-19 CT Scan Segmentation -- A Simple Computer Tomography Scan Procedure -- Preprocessing the Training COVID-19 Data -- Preprocessing the Validation COVID-19 CT Scan Data -- Generating the Training COVID-19 CT Scan Data -- Tuning the Training COVID-19 CT Scan Data -- Carrying Out the CNN to Classify COVID-19 CT Scan Data -- Considering the CNN's Performance -- Accuracy Fluctuations Across Epochs in Training and Cross-Validation -- Sparse Categorical Cross-Entropy Loss Fluctuations Across Epochs in Training and Cross-Validation -- Conclusion -- Chapter 7: Modeling Clinical Trial Data -- Clinical Trials -- An Overview of Survival Analysis -- Context of the Chapter -- Exploring the Nelson-Aalen Additive Model -- Descriptive Analysis -- Realizing a Correlation Relationship -- Outlining the Survival Table -- Carrying Out the Nelson-Aalen Additive Model…”

Tabla de Contenidos: “…Operations on chained hash tables -- 13.5.2. Performance analysis -- 13.6. Applications -- 13.6.1. …”

Tabla de Contenidos: “…Definition of test scopes -- Unit tests -- Component tests -- Integration tests -- System tests -- Performance tests -- Stress tests -- Implementing tests -- Unit tests -- Implementation -- Technology -- Component tests -- Motivation -- Implementation -- Delegating test components -- Technology -- Integration tests -- Embedded containers -- Embedded databases -- Running integration tests -- Code level integration tests versus system tests -- Shortcomings of integration tests -- Shortcomings of system tests -- Conclusion -- System tests -- Managing test scenarios -- Simulating external concerns -- Designing system tests -- Deploying and controlling external mocks -- Performance tests -- Motivation -- Key performance indicators -- Developing performance tests -- Insights -- Running tests locally -- Maintaining test data and scenarios -- Importance of maintainable tests -- Signs of lack of test quality -- Test code quality -- Test technology support -- Summary -- Chapter 8: Microservices and System Architecture -- Motivations behind distributed systems -- Challenges of distribution -- Communication overhead -- Performance overhead -- Organizational overhead -- How to design systems landscapes -- Context maps and bounded contexts -- Separation of concerns -- Teams -- Project life cycles -- How to design system interfaces -- API considerations -- Interface management -- Change-resilient APIs -- Breaking the business logic -- Hypermedia REST and versioning -- Documenting boundaries -- Consistency versus scalability -- Event sourcing, event-driven architectures, and CQRS -- Shortcomings of CRUD-based systems -- Scalability -- Competing transactions -- Reproducibility -- Event sourcing -- Benefits -- Eventually consistent real world -- Event-driven architectures -- Eventual consistency in event-driven architectures -- Enter CQRS -- Principles -- Design…”

Tabla de Contenidos: “…Technology selection for performance optimization -- Making a computational choice -- Working with containers -- Going serverless -- Making a storage choice -- Working with block storage and storage area network -- Working with file storage and network area storage -- Working with object storage and cloud data storage -- Storage for databases -- Making a database choice -- Online transactional processing -- Nonrelational databases -- Online analytical processing -- Building a data search functionality -- Improving network performance -- Using edge computing -- Defining a DNS routing strategy -- Applying a load balancer -- Applying auto-scaling -- Performance considerations for mobile applications -- Optimization of load times -- Efficient use of resources -- Responsive user interface (UI) -- Network efficiency -- Battery consumption -- Cross-platform compatibility -- User experience (UX) design -- Effective data management -- Testing and quality assurance -- Performance testing -- Types of performance testing -- Managing performance monitoring -- Summary -- Chapter 7: Security Considerations -- Chapter 8:Architectural Reliability Considerations -- Design principles for architectural reliability -- Making systems self-healing by applying automation -- Quality assurance -- Creating a distributed system -- Monitoring and adding capacity -- Performing recovery validation -- Technology selection for architectural reliability -- Planning the RPO and RTO -- Replicating data -- Synchronous versus asynchronous replication -- Replication methods -- Planning disaster recovery -- Backup and restore -- Pilot light -- Warm standby -- Multi-site -- Applying best practices for DR -- Improving reliability with the cloud -- Summary -- Chapter 9:Operational Excellence Considerations -- Design principles for operational excellence -- Automating manual tasks…”

Tabla de Contenidos: “…Classement des pays en fonction de leur performance globale..…”

Tabla de Contenidos: “…Leadership in learning-centred schools : cultural context, functions and qualities -- Leadership's place in a community of practice -- Gender in educational leadership -- Biography and the study of school leader careers : towards a humanistic approach -- Models of leadership development : learning from international experience and research -- The National College for School Leadership : its role in developing leaders -- Teacher leadership : its nature, development, and impact on schools and students -- Teacher leadership : prospects and possibilities -- Effective leadership for war and peace -- Leading high-performing schools -- Leadership in further education -- Leadership in UK higher education…”
Enlace del recurso

Tabla de Contenidos: “…Johnson -- Putin as the father of the nation : his family and other animals / Tatiana Mikhailova -- Putin's language / Michael Gorham -- The discourse of a spectacle at the end of the presidential term / Lara Ryazanova-Clarke -- Putin in Russian fiction / Andrei Rogatchevski -- Post-Soviet self-fashioning and the politics of representation / Brian James Baer -- Putin's performance of masculinity: the hero and macho sex-object / Helena Goscilo…”
Enlace del recurso

Tabla de Contenidos: “…Sniffing out the Conundrums of the Coloquio / Innocents Abroad; Or, Lost in La Mancha: Teaching Don Quixote in the United States / Don Quixote as Museum / Writing to be Heard: Performing Music in Don Quixote / What is us? Cervantes, Pedro de Valencia, and Ricote's Return in the Quixote / From La Mancha to Manresa: Sancho Panza's Incarnational Spirituality / Don Quixote, the Skeptical Reader and the Nature of Reality / Contributors…”

Tabla de Contenidos: “…Der Fondo de Inversión Social - Ausgestaltung und Performance -- 5. Die mangelnde Leistungsfähigkeit des Fis - ein institutionelles Problem? …”

Tabla de Contenidos: “…Front Cover; Contents; Foreword; Foreword; Preface; Acknowledgments; Authors; Chapter 1 - Definition of Complexity and Its Impact on Organizations; Chapter 2 - The Nature of Being Human; Chapter 3 - How to Build Trust; Chapter 4 - Collective Group Dynamics: A New View of High-Performance Teams; Chapter 5 - Application of Theory; Chapter 6 - Wicked Problems and MUVEs: Understanding Human Interactions through Multiuser Virtual Environments; Appendix A; Appendix B; Appendix C; Appendix D; Appendix E; Appendix F; Appendix G; References; Bibliography; Back Cover…”

Tabla de Contenidos: “…Front matter -- Contents -- Introduction: Communication and Materiality - Communicative Strategies of Ruling Elites from 3000 BCE through 1500 CE -- Bibliography -- Spreading the Royal Word: The (Im)Materiality of Communication in Early Mesopotamia / Linear B Administration: The Communicative Aspects of Written Media and the Organisation of the Mycenaean Bureaucracy / Materiality and Reality of the Communication of Divine Will in the Sargonid Period / utā pavastāyā utā carmā grftam āha-Written on Clay and Parchment: Old Persian Writing and Allography in Iranian / Charters, Pitchforks, and Green Seals / The Textile Performance of the Written Word: Islamic Robes of Honour (khilaʿ) / Postscript / Notes on Contributors…”

Tabla de Contenidos: “…Über Literaturarchive und Archivwissenschaft / Zur Epistemologie amtlicher und literarischer Aufzeichnungen / Objektartdefinierte Archive / Das Literaturarchiv - Vorgeschichte(n) eines Spätlings / Vom Rohen zum Gekochten: zur Ordnung des Nachlasses / Das Unbewusste einer Bibliothek / Das Literaturarchiv als Laboratorium der Kulturforschung / Performative Philologie / Franz Grillparzer: Hauptberuf! …”

Tabla de Contenidos: “…1 Introducing Managed Software Evolution -- 2 The Nature of Software Evolution -- 3 Addressed Challenges -- 4 Introduction to Case Studies -- 5 Tacit Knowledge in Software Evolution -- 6 Continuous Design Decision Support -- 7 Model-based Round-Trip Engineering and Testing of Evolving Software Product Lines -- 8 Performance Analysis Strategies for Software Variants and Versions -- 9 Maintaining Security in Software Evolution -- 10 Learning from Evolution for Evolution -- 11 Formal Verication of Evolutionary Changes -- 12 Case Studies for the Community -- 13 Lessons Learned -- 14 Future Research…”

Tabla de Contenidos: “…Introduction -- Synergy of Predictive Policing and Community Policing Paradigms -- Advances in Criminological Research Using Smart Phone Applications to Gather Data -- 1996 Initiatives to Integrate Technology into Community Policing: 20 Years Later -- Serious Games: An Attractive Approach to Improve Crime Awareness -- Statistical Analysis of Suspended Terrorism-Related Content on Social Media -- Next Generation of Community Policing: The Unity IT Toolkit -- Community Outreach and Officer Performance Assessment Using Visual Analytics -- Can Technology Build Trust? …”