Tabla de Contenidos: “…Hyperparameters of CNNs -- Image Classification Using a CNN Model Based on LeNet Architecture -- Summary -- Exercise -- References -- Chapter 10: Recurrent Neural Networks (RNNs) for Predictive Analytics -- Recurrent Neural Networks -- Long Short-Term Memory -- Forget Gate -- Input Gate -- Output Gate -- More Details of the LSTM -- Hyperparameters for RNNs -- Summary -- Exercise -- References -- Chapter 11: Recommender Systems for Predictive Analytics -- Content-Based Filtering -- Cosine Similarity -- Collaborative Filtering -- User-Based Collaborative Filtering (UBCF) -- Item-Based Collaborative Filtering (IBCF) -- Hybrid Recommendation Systems -- Examples of Using Hybrid Recommendation Systems -- Summary -- Exercise -- References -- Chapter 12: Architecting Big Data Analytical Pipeline -- Big Data Technology Landscape and Analytics Platform -- Data Pipeline Architecture -- Lambda Architecture -- Twitter and Pinterest's Data Pipeline Architecture -- Design Strategies for Building Customized Big Data Pipeline -- Design Patterns and Pattern Languages -- Summary -- Exercise -- References -- Glossary of Terms -- Index…”

Tabla de Contenidos: “…Cover Page -- Title Page -- Copyright Page -- Contents -- Prologue -- 1 Levity -- Yuki Shingu, CEO of Future Architect, Inc. -- Yuki Shingu Makes a Brilliant Comeback to IT Career After Nursing Care Leave -- Japan-Almost Silent over #MeToo -- Why Having Women at the Top Is Not Enough -- References -- 2 Independence -- Makiko Nakamori, Head of Nakamori CPA Offices, External Board Member to M&amp -- A Capital Partners, LIFULL, and Itochu Corporation -- Makiko Nakamori Approaches Corporate Governance with Resolve -- Gender Diversity in Japan Inc. …”

Tabla de Contenidos: “…Jardín de infancia/ Jordi Badia; Centro Cultural Daoíz y Velarde/ Rafael de La-Hoz; Reforma de local para oficina-taller en la calle San Jerónimo/ CUAC Arquitectura; Rehabilitación y ampliación del Teatro de la Comedia de Madrid/ Sebastián Araujo, Jaime Nadal, M.a Jesús; Huertas de Caramoniña/ abalo alonso arquitectos; Casa Chao/ CREUSeCARRASCOarquitectos; Nuevo acceso al centro histórico de Gironella/ Carles Enrich; Frontón Gure Jokoa de Orkoien/ OFS office for sustainability; Recuperación del Caminito del Rey/ Luis Machuca Santa-Cruz; Muse Serlachius Gösta Pavilion/ MX_SI architectural studio; La Casa de los Vientos/ José Luis Muñoz Muñoz; 163 viviendas de protección oficial en Vallecas/ Rafael Olalquiaga Soriano, Pablo Olalquiaga Bescós, Alfonso Olalquiaga Bescós; Viviendas para realojos en el casco histórico de Pamplona/ Pereda Pérez arquitectos; Gran Canaria Arena/ Eduardo Pérez Gómez, Miguel Ángel Sánchez García; Proyecto Madrid Río/ Burgos & Garrido Arquitectos, Porras La Casta Arquitectos, Rubio & Álvarez-Sala Arquitectos, West8 Urban Design & Landscape Architecture; Casa 1014/ H arquitectes; Casa MMMMMS/ Anna & Eugeni Bach; Casa del Infinito/ Alberto Campo Baeza; Plan estratégico de recuperación del Rec Comtal/ Carles Enrich Giménez; Restauración de las Salinas de la Tancada/ EMF Estudi Martí Franch; Facultad de Ciencias de la Salud de la Universidad de Málaga/ Juan Gavilanes Vélaz de Medrano; (#house#1.130/ María Hurtado de Mendoza, César Jiménez de Tejada, José María Hurtado de Mendoza, Alvar Ruiz; Centro de Congresos en Troyes/ José Ignacio Linazasoro Rodríguez, Thienot & Ballan & Zulaica Architectes, Ricardo Sánchez González; Pabellón docente polivalente Escola Gavina/ Carmen Martínez Gregori, Carmel Gradolí Martínez, Arturo Sanz Martínez; Edificio de vestuarios y adecuación paisajística en la Universidad Pablo de Olavide/-- Carlos Puente, Alejandro Alférez; Casa OE/ Cristina Goberna, Urtzi Grau+ aixopluc (David Tapias); Edificio de recepción al conjunto monumental de Ampurias/ Fuses Viader arquitectes; Escuela de Vela de Sotogrande/ Héctor Fernández Elorza, Carlos García Fernández; Industria de Montajes Eléctricos/ José María Sánchez García; Conjunto de dispositivos rodantes para Matadero Madrid/ Office for Political Innovation (Andrés Jaque); Casa en Perbes/ Carlos Quintáns; Taller del Desierto Urban Spa/ PKMN Architectures + Memela + ISAD Instituto Superior de Arquitectura de Chihuahua; Factoría Cultural Matadero Madrid/ Ángel Borrego Cubero -- URV…”

Tabla de Contenidos: “…Azure Information Protection Unified Labeling Scanner (File Scanner) -- The Advanced eDiscovery Solution in Microsoft 365 -- Compliance Manager -- Protecting IoT and Operation Technology -- Security Concerns with IoT -- Understanding That IoT Cybersecurity Starts with a Threat Model -- Microsoft Investment in IoT Technology -- Azure Sphere -- Azure Defender -- Azure Defender for IoT -- Threat Modeling for the Azure IoT Reference Architecture -- Azure Defender for IoT Architecture (Agentless Solutions) -- Azure Defender for IoT Architecture (Agent-basedsolutions) -- Understanding the Security Operations Solutions -- Understanding the People Security Solutions -- Attack Simulator -- Insider Risk Management (IRM) -- Communication Compliance -- Summary -- Part III Hunting in AWS -- Chapter 6 AWS Cloud Threat Prevention Framework -- Introduction to AWS Well-Architected Framework -- The Five Pillars of the Well-Architected Framework -- Operational Excellence -- Security -- Reliability -- Performance Efficiency -- Cost Optimization -- The Shared Responsibility Model -- AWS Services for Monitoring, Logging, and Alerting -- AWS CloudTrail -- Amazon CloudWatch Logs -- Amazon VPC Flow Logs -- Amazon GuardDuty -- AWS Security Hub -- AWS Protect Features -- How Do You Prevent Initial Access? …”

Tabla de Contenidos: “…Professions subject to protected title regulations -- 6.1.1. Architects -- Description of the barriers -- Harm to competition -- Recommendation -- 6.1.2. …”

Tabla de Contenidos: “…ROLE PROFILE -- Categories of Working Roles -- COMMON ROLES INVOLVED WITH ROLE MODELING -- ROLES WITHIN BPM -- TYPICAL BPM COE ROLES -- BPM CoE Stakeholders -- Process Owner -- BPM CoE Manager -- Business Process Portfolio Manager -- Process Project Manager -- Process Expert -- Business Process Analyst -- Process Engineer -- Process Architect -- Enterprise Architect -- Process Support Desk -- Methods and Tools Specialist -- Business Process Management Tool Administrator -- Training Specialist -- ADDITIONAL ROLES -- ROLE PROFILE WITHIN BPM COE -- ROLE PROFILE WITHIN BPM PROJECTS -- CONCLUSION -- End Notes -- Working with the Business Process Management (BPM) Life Cycle -- INTRODUCTION -- PHASE 1: ANALYZE-PROJECT PREPARATION AND BLUEPRINT -- Step 1: Identify Critical Business Factors -- Step 2: Describe Process Goals -- Step 3: Choose Building -- Step 4: Check for Process Reference Content -- Step 4a: Process Reference Content Available -- Step 4b: Define High-Level Process Landscape Based on Process Reference Content -- Step 4c: Analyze Match of Process Reference Content -- Step 4d: Processes That Do Not Match Process Reference Content -- Step 4e: Understand As-Is High-Level Process Landscape -- Step 5: No Process Reference Content Available -- PHASE 2: DESIGN-PROJECT REALIZATION AND DESIGN -- Step 6: Process Planning and Design -- Step 7: Define Process Map -- Step 8: Design Solution -- Step 9: Case-Based Process Concept -- Step 10: Value-Based Process Concept -- Step 11: Standardize and Integrate -- Step 12: Process Requirement Management -- Step 13: Processes Cannot Be Adapted -- PHASE 3: BUILD-FINAL PROJECT PREPARATION -- Step 14: As-Is Analysis -- Step 15: To-Be Value-Driven Process Design -- Step 16: Harmonize Variants Based on Value-Driven Process Design -- Step 17: To-Be Documentation and To-Be Organizational Structure…”

“…Who This Book Is For This book is for software developers and architects who want to learn Red because of its conciseness, flexibility, and expressiveness, and more specifically for its possibilities in GUI apps and blockchain / smart contracts programming. …”

“…About This Book Over 100 recipes created by a team of OpenStack experts Updated to work with the latest OpenStack builds, with recipes covering the installation and use of OpenStack with Ansible It covers topics such as Keystone, Glance, Neutron, Nova, Cinder, and more, plus recipes for OpenStack storage, networking, and orchestrating workloads Test drive OpenStack using the accompanying Vagrant environment Who This Book Is For This book is written for cloud system engineers, system administrators, and technical architects who are moving from a virtualized environment to cloud environments. …”

“…Discover the power of Drools 6 and Business Rules for developing complex scenarios in your applications About This Book Implement and model different rules using the DRL full syntax Model complex business decisions and domain models in order to automate and improve your operational decisions with the Drools framework A practical, fast-paced, hands-on guide to help you use the different components provided by the Drools Rule Engine Who This Book Is For This book is for Java developers and architects who need to have a deep understanding of how to create or integrate your applications with the Drools Rules Framework. …”

“…In such scenarios, using a command-line tool like putty adds to the difficulty, while SQL Developer makes the life of a developer, DBA, or DB architect easier by providing a graphical user interface equipped with features that can bolster and enhance the user experience and boost efficiency. …”

“…About This Book Release high quality, reliable software quickly through building, testing, and deployment automation Improve the predictability, reliability, and availability of TFS in your organization by scheduling administration and maintenance activities Extend, customize, and integrate tools with TFS, enabling your teams to manage their application lifecycles effectively Who This Book Is For This book is aimed at software professionals including Developers, Testers, Architects, Configuration Analysts, and Release Managers who want to understand the capabilities of TFS to deliver better quality software faster. …”

“…Use Java features such as JAX-RS, EJBs, and JPAs to build powerful middleware for newer architectures such as the cloud About This Book Explore EJBs to build middleware solutions for enterprise and distributed applications Understand middleware designs such as event-based and message-driven web services Learn to design and maintain large-scale systems and vendor disputes Who This Book Is For Enterprise architects, designers, developers, and programmers who are interested in learning how to build robust middleware solutions for enterprise software will find this book useful. …”

“…Over 110 effective recipes to help you build and operate OpenStack cloud computing, storage, networking, and automation About This Book Explore many new features of OpenStack's Juno and Kilo releases Install, configure, and administer core projects with the help of OpenStack Object Storage, Block Storage, and Neutron Networking services Harness the abilities of experienced OpenStack administrators and architects, and run your own private cloud successfully Practical, real-world examples of each service and an accompanying Vagrant environment that helps you learn quickly In Detail OpenStack Open Source software is one of the most used cloud infrastructures to support software development and big data analysis. …”

“…It is also a good task-oriented reference guide for consultants or infrastructure architects who design and deploy vSphere environments…”

“…This book is the first, comprehensive survey of modern architecture description languages and will be an invaluable reference for embedded system architects, designers, developers, and validation engineers. …”

“…Deploying QoS for IP Next Generation Networks: The Definitive Guide provides network architects and planners with insight into the various aspects that drive QoS deployment for the various network types. …”

“…In this book, leading wireless expert Jim Geier systematically presents all the information and guidance that network architects, engineers, administrators, and managers need to maximize the performance and business value of new 802.11n networks. …”

“…This book contains everything web developers and architects need to know about WebSocket. It discusses how WebSocket-based architectures provide a dramatic reduction in unnecessary network overhead and latency compared to older HTTP (Ajax) architectures, how to layer widely used protocols such as XMPP and STOMP on top of WebSocket, and how to secure WebSocket connections and deploy WebSocket-based applications to the enterprise. …”

“…This publication presents new research on women designers, ceramicists, fashion designers, graphic artists, garden architects, photographers, art historians and patrons. …”

Tabla de Contenidos: “…Roles in Security; 1.2.2. The Architect; 1.2.3. The Programmer; 1.2.4. The Security Tester; 1.2.5. …”