Tabla de Contenidos: “…Understanding the User ExperienceGeneral Categories of SignalR Applications; When Not to Use SignalR; Extensibility of SignalR; OWIN Components; IoC Containers; Scaling Out with Message Backplanes; SQL Server; Windows Azure Service Bus; Redis; Limitations of SignalR; Server Platform Limitations; Client Platform Limitations; Message Backplane Limitations; External Limitations; Summary; Chapter 3: Developing SignalR Applications Using Hubs; Overview of Hubs; Getting Started with Hubs; Route Configuration; Customize the Hubs Proxy Location; Cross-Domain Connections; Multiple Hub Declaration…”

Tabla de Contenidos: “…Neo4j high availabilityMachine #1 - neo4j-01.local; Instance #2 - neo4j-02.local; Instance #3 - neo4j-03.local; Configure Neo4j for Amazon clusters; Cloud deployment with Azure; Summary; Chapter 2: Querying and Indexing in Neo4j; The Neo4j interface; Running Cypher queries; Visualization of results; Introduction to Cypher; Cypher graph operations; Cypher clauses; More useful clauses; Advanced Cypher tricks; Query optimizations; Graph model optimizations; Gremlin - an overview; Indexing in Neo4j; Manual and automatic indexing; Schema-based indexing; Indexing benefits and trade-offs…”

Tabla de Contenidos: “…References -- Summary -- Chapter 5: Bayesian Regression Models -- Generalized linear regression -- The arm package -- The Energy efficiency dataset -- Regression of energy efficiency with building parameters -- Ordinary regression -- Bayesian regression -- Simulation of the posterior distribution -- Exercises -- References -- Summary -- Chapter 6: Bayesian Classification Models -- Performance metrics for classification -- The Naïve Bayes classifier -- Text processing using the tm package -- Model training and prediction -- The Bayesian logistic regression model -- The BayesLogit R package -- The dataset -- Preparation of the training and testing datasets -- Using the Bayesian logistic model -- Exercises -- References -- Summary -- Chapter 7: Bayesian Models for Unsupervised Learning -- Bayesian mixture models -- The bgmm package for Bayesian mixture models -- Topic modeling using Bayesian inference -- Latent Dirichlet allocation -- R packages for LDA -- The topicmodels package -- The lda package -- Exercises -- References -- Summary -- Chapter 8: Bayesian Neural Networks -- Two-layer neural networks -- Bayesian treatment of neural networks -- The brnn R package -- Deep belief networks and deep learning -- Restricted Boltzmann machines -- Deep belief networks -- The darch R package -- Other deep learning packages in R -- Exercises -- References -- Summary -- Chapter 9: Bayesian Modeling at Big Data Scale -- Distributed computing using Hadoop -- RHadoop for using Hadoop from R -- Spark - in-memory distributed computing -- SparkR -- Linear regression using SparkR -- Computing clusters on the cloud -- Amazon Web Services -- Creating and running computing instances on AWS -- Installing R and RStudio -- Running Spark on EC2 -- Microsoft Azure -- IBM Bluemix -- Other R packages for large scale machine learning -- The parallel R package…”

Tabla de Contenidos: “…Configuring a database connection poolJNDI connection or JDBC; Configuring JNDI at the servlet container; General database connection parameters; The primary key metadata table; The database session startup SQL; The database session close-up SQL; The geometry metadata table; Serving data from PostGIS; Publishing a PostGIS table as a layer; Serving data from Oracle; Installing the Oracle extension; Validating the installation; Publishing an Oracle table as a layer; Serving data from Microsoft SQL Server and SQL Azure; Installing the Microsoft SQL Server extension…”

Tabla de Contenidos: “…Controlling the lifetime of a connectionHandling a connection transient state; Establishing a cross-domain connection; Chapter 7: Analyzing Advanced Scenarios; Introduction; Generating static files for JavaScript proxies; Authorizing requests on a Hub; Authorizing requests on a Persistent Connection; Authorizing requests in a self-hosting context; Scaling up; Scaling out with Azure; Scaling out with Redis; Scaling out with SQL Server; Establishing proxy-less connections; Introducing dependency injection (simple approach); Introducing dependency injection (advanced approach)…”

Tabla de Contenidos: “…Installing Advanced Analytics Integration with R -- Installing Advanced Analytics Integration with Python -- Setting up Qlik AutoML -- Cloud integrations with REST -- General Advanced Analytics connector -- Amazon SageMaker connector -- Azure ML connector -- Qlik AutoML connector -- Summary -- Chapter 6: Preprocessing and Exploring Data with Qlik Sense -- Creating a data model with the data manager -- Introduction to the data manager -- Introduction to Qlik script -- Important functions in Qlik script -- Validating data -- Data lineage and data catalogs -- Data lineage -- Data catalogs -- Exploring data and finding insights -- Summary -- Chapter 7: Deploying and Monitoring Machine Learning Models -- Building a model in an on-premises environment using the Advanced Analytics connection -- Monitoring and debugging models -- Summary -- Chapter 8: Utilizing Qlik AutoML -- Features of Qlik AutoML -- Using Qlik AutoML in a cloud environment -- Creating and monitoring a machine learning model with Qlik AutoML -- Connecting Qlik AutoML to an on-premises environment -- Best practices with Qlik AutoML -- Summary -- Chapter 9: Advanced Data Visualization Techniques for Machine Learning Solutions -- Visualizing machine learning data -- Chart and visualization types in Qlik -- Bar charts -- Box plots -- Bullet charts -- Distribution plots -- Histogram -- Maps -- Scatter plots -- Waterfall charts -- Choosing visualization type -- Summary -- Part 3: Case studies and best practices -- Chapter 10: Examples and Case Studies -- Linear regression example -- Customer churn example -- Summary -- Chapter 11: Future Direction -- The future trends of machine learning and AI -- How to recognize potential megatrends -- Summary -- Index -- About Packt -- Other Books You May Enjoy…”

Tabla de Contenidos: “…-- Building security policies in Strata Cloud Manager -- Security rules -- Custom security profiles -- Decryption -- Objects -- Building security policies in Panorama -- Clientless VPN -- Summary -- Part 3: Advanced Configuration and Best Practices -- Chapter 9: User Identification and Cloud Identity Engine -- Technical requirements -- User identification and group mapping -- Cloud Identity Engine -- Setting up a directory sync in Azure -- Setting up a SCIM connector -- Adding CIE to Prisma Access -- User ID redistribution -- User ID collector in Strata Cloud Manager -- User ID collector in Panorama -- User ID agents on firewalls -- Summary -- Chapter 10: Advanced Configurations and Insights -- Licensing -- Cortex Data Lake -- Insights and ADEM -- Summary -- Chapter 11: ZTNA Connector -- Differences between the ZTNA connector and SC-CAN -- Preparing to deploy the ZTNA connector -- Setting up the ZTNA connector -- Setting up the connector VM -- Basic troubleshooting -- Summary -- Index -- Other Books You May Enjoy…”

Tabla de Contenidos: “…-- Popular chunking strategies -- Chunking considerations -- Evaluation of RAG using Azure Prompt Flow -- Case study - Global chat application deployment by a multinational organization -- Summary -- References -- Chapter 5: Effective Prompt Engineering Techniques: Unlocking Wisdom Through AI -- The essentials of prompt engineering -- ChatGPT prompts and completions -- Tokens -- What is prompt engineering? …”

Tabla de Contenidos: “…FileNet Content Manager -- A granular and configurable security model -- A full spectrum of governance capabilities -- A configurable user experience -- Content capture with Datacap -- Document processing with AI -- AI-powered extraction -- Pre-trained models for document types -- Low-code application building -- Business users can train their own document types -- Summary -- Further reading -- Part 2: Use Cases and Best Practices -- Chapter 5: Task Automation with RPA -- Let's understand the business problem -- IBM RPA client/server topology -- RPA automation -- Reading from Microsoft Excel -- IBM RPA Studio -- WAL command language -- Reading the Excel table -- Using RPA to interact with SAP UI -- Creating a managed credential -- Interacting with SAP GUI -- IBM RPA Studio Recorder -- Packaging and deployment -- Publishing our tested robot -- Creating the launcher for our sales assistant -- Going further -- Subroutines -- Advanced topics - exception handling and troubleshooting -- Data validation -- Script logs -- Exception handling -- Leveraging other Cloud Pak for Business Automation features -- Unique Desktop Issues -- Sleep -- UI changes -- Simulate human behavior -- Further reading -- Chapter 6: Chatbot with RPA -- Technical requirements -- Business problems -- Developing a chatbot -- NLP -- IBM RPA Knowledge Bases -- Knowledge Base spreadsheet example -- Packaging and deployment -- Leveraging the knowledge base in the WAL language -- Configuring the bot service -- Azure Bot Service -- Programming the chatbot -- IBM RPA-hosted chat -- Advanced topic-chat history -- IBM RPA chatbot history local database -- IBM RPA chatbot history server database -- Summary -- Chapter 7: Workflow for Process Automation -- Technical requirements -- Problem statement -- Building the workflow process -- Creating the first process…”

Tabla de Contenidos: “…. -- See also -- Connecting an Azure OpenAI service to an existing data index -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Index -- Other Books You May Enjoy…”

Tabla de Contenidos: “…Objects and Access Policies -- Name Servers -- Storage Servers -- Implementation -- Client -- Name Server -- Storage Server -- Applications -- Untrusted Storage Server -- Evaluation -- Application Performance -- Availability -- Related Work -- Conclusion -- References -- Storage and Performance Management -- Live Deduplication Storage of Virtual Machine Images in an Open-Source Cloud -- Introduction -- LiveDFS Design -- Primitives -- Deduplication Design -- Prefetching of Fingerprint Store -- Journaling -- LiveDFS Implementation and Deployment -- Experiments -- I/O Throughput -- OpenStack Deployment -- Related Work -- Conclusions and Future Work -- References -- Scalable Load Balancing in Cluster Storage Systems -- Introduction -- Preliminaries -- Algorithms for Load Balancing -- Exact Solution: ILP Formulation -- Approximation -- Implementation of Ursa on Windows Azure -- Experiments -- Evaluation on Simulator -- Evaluation on Windows Azure -- Related Work -- Conclusion and Future Work -- References -- Predico: A System for What-if Analysis in Complex Data Center Applications -- Introduction -- Background and Problem Formulation -- Modeling a Data Center Application -- Queuing Theoretic Node-Level Models -- Workload Models -- Model Composition: From Node-Level to System-Level Models -- Answering What-if Queries -- On-the-Fly Model Construction Using the Influence Graph -- Query Execution Using Change Propagation -- Predico Implementation -- Posing What-if Queries in Predico -- Prototype Implementation -- Experimental Evaluation -- Experimental Setup -- Accuracy of Node-Level Resource Usage and Latency Models -- Accuracy of Node-Level Workload Models -- Accuracy of System-Level Models with Increasing Composition Depth -- Accuracy of System-Level Models with Varying Topology -- Workload-Only What-If Analysis Case Study -- Related Work -- Conclusions…”

Tabla de Contenidos: “…Summary -- 6 Making adaptable automations -- 6.1 Event handling -- 6.1.1 Using try/catch blocks for event handling -- 6.1.2 Creating custom event handles -- 6.2 Building data-driven functions -- 6.2.1 Determining your data structure -- 6.2.2 Storing your data -- 6.2.3 Updating your data structure -- 6.2.4 Creating classes -- 6.2.5 Building the function -- 6.3 Controlling scripts with configuration data -- 6.3.1 Organizing your data -- 6.3.2 Using your configuration data -- 6.3.3 Storing your configuration data -- 6.3.4 Do not put cmdlets into your configuration data -- Summary -- 7 Working with SQL -- 7.1 Setting your schema -- 7.1.1 Data types -- 7.2 Connecting to SQL -- 7.2.1 Permissions -- 7.3 Adding data to a table -- 7.3.1 String validation -- 7.3.2 Inserting data to a table -- 7.4 Getting data from a table -- 7.4.1 SQL where clause -- 7.5 Updating records -- 7.5.1 Passing pipeline data -- 7.6 Keeping data in sync -- 7.6.1 Getting server data -- 7.7 Setting a solid foundation -- Summary -- 8 Cloud-based automation -- 8.1 Chapter resources -- 8.2 Setting up Azure Automation -- 8.2.1 Azure Automation -- 8.2.2 Log Analytics -- 8.2.3 Creating Azure resources -- 8.2.4 Authentication from Automation runbooks -- 8.2.5 Resource keys -- 8.3 Creating a hybrid runbook worker -- 8.3.1 PowerShell modules on hybrid runbook workers -- 8.4 Creating a PowerShell runbook -- 8.4.1 Automation assets -- 8.4.2 Runbook Editor -- 8.4.3 Runbook output -- 8.4.4 Interactive Cmdlets -- 8.5 Security considerations -- Summary -- 9 Working outside of PowerShell -- 9.1 Using COM objects and .NET Framework -- 9.1.1 Importing Word objects -- 9.1.2 Creating a Word document -- 9.1.3 Writing to a Word document -- 9.1.4 Adding tables to a Word document -- 9.2 Building tables from a PowerShell object -- 9.2.1 Converting PowerShell objects to tables…”

Tabla de Contenidos: “…(VECTORES DE ATAQUE) -- PRIVACIDAD Y SEGURIDAD -- RECOMENDACIONES Y MEJORES PRÁCTICAS -- TÉCNICAS, PROTOCOLOS Y SISTEMAS DE SEGURIDAD -- 9- PLATAFORMAS IOT -- PLATAFORMAS HARDWARE -- ARDUINO -- RASPBERRY PI -- PLATAFORMAS SOFTWARE -- MICROSOFT AZURE CENTRAL -- AWS IOT -- GOOGLE CLOUD IOT -- OTRAS PLATAFORMAS -- 10- ECOSISTEMA DE TECNOLOGÍAS 4.0 -- IOT Y ROBÓTICA COLABORATIVA -- IOT Y 5G -- IOT Y CLOUD, FOG &amp -- EDGE COMPUTING. …”

Tabla de Contenidos: “…Cover -- Title page -- Copyright -- Contributors -- Table of Contents -- Preface -- Part 1: Introduction to the Cloud Solution Architect Role -- Chapter 1: Understanding the Responsibilities of a Cloud Solution Architect -- Technical requirements -- The evolution of cloud computing -- Common cloud concepts -- Cloud service models -- Cloud deployment models -- Cloud security -- Cloud costs -- Cloud frameworks -- Introducing the CSA -- Upsides and downsides of being a CSA -- Role-specific cloud technology domains to consider as a career path -- Recommended productivity tools for CSAs -- Summary -- Chapter 2: Types of Cloud Solution Architect Roles -- All CSAs -- Infrastructure CSA -- Application CSA -- Data CSA -- AI/ ML CSA -- Security CSA -- Summary -- Part 2: Pursuing the Role -- Chapter 3: Education Paths to the Cloud Solution Architect Role -- Technical requirements -- Picking a cloud provider or provider agnostic -- College degrees to land a role as a CSA -- Online degree options for aspiring CSAs -- CSA certifications -- Microsoft Azure certifications -- Amazon AWS certifications -- GCP certifications -- Other certification examples -- Self-paced learning -- Summary -- Further reading -- Chapter 4: Getting Real Experience -- Completing side projects -- Contributing to open source -- Open source progression path -- Participating and volunteering in hackathons -- Volunteer events -- Hack-themed learning events -- Traditional internships -- Attending user groups -- Summary -- Chapter 5: Closing In on Opportunities -- Finding an industry that suits you -- Construction -- Education and health services -- Financial activities -- Information -- Leisure and hospitality -- Manufacturing -- Natural resources and mining -- Professional and business services -- Trade, transportation, and utilities -- Other services (except public administration)…”

Tabla de Contenidos: “…Micro frontend - concepts and application -- When to use a micro frontend -- When not to use a micro frontend project -- Slicing your application into micro frontends -- Creating a micro frontend application with standalone components -- Preparing a page to be loaded by the base application -- Dynamically loading micro frontends -- Summary -- Chapter 12: Packaging Everything - Best Practices for Deployment -- Technical requirements -- Deploying the backend -- Differentiating environments -- Preparing the production bundle -- Mounting a Docker image with Nginx -- Deploying a page to Azure Static Web Apps -- Summary -- Chapter 13: The Angular Renaissance -- Technical requirements -- Updating your project with the Angular CLI -- Using a new way to create templates - control flow -- Improving the user experience using the defer command -- Creating transitions between pages - view transactions -- Simplifying application states - Angular Signals -- Summary -- Index -- Other Books You May Enjoy…”

Tabla de Contenidos: “…-- Comparing LangChain with other frameworks -- Summary -- Questions -- Chapter 3: Getting Started with LangChain -- How to set up the dependencies for this book -- pip -- Poetry -- Conda -- Docker -- Exploring API model integrations -- Fake LLM -- OpenAI -- Hugging Face -- Google Cloud Platform -- Jina AI -- Replicate -- Others -- Azure -- Anthropic -- Exploring local models -- Hugging Face Transformers -- llama.cpp -- GPT4All -- Building an application for customer service -- Summary -- Questions -- Chapter 4: Building Capable Assistants -- Mitigating hallucinations through fact-checking -- Summarizing information -- Basic prompting -- Prompt templates -- Chain of density -- Map-Reduce pipelines -- Monitoring token usage -- Extracting information from documents -- Answering questions with tools -- Information retrieval with tools -- Building a visual interface -- Exploring reasoning strategies -- Summary -- Questions -- Chapter 5: Building a Chatbot like ChatGPT -- What is a chatbot? …”

Tabla de Contenidos: “…. -- Installing Jenkins 2 on Azure -- Getting ready -- How to do it... -- How it works... -- Installing Jenkins as a Service in Windows -- Getting ready -- How to do it... -- How it works... -- Installing plugins in Jenkins -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Uploading plugins in Jenkins -- Getting ready -- How to do it... -- How it works... -- Configuring proxy in Jenkins -- Getting ready -- How to do it... -- Configuring global settings in Jenkins -- Getting ready -- How to do it... -- There's more... -- Configuring JENKINS_HOME -- Getting ready -- How to do it... -- How it works... -- There's more... -- Understanding JENKINS_HOME directory -- Getting ready -- How to do it... -- See also -- Using different ports for Jenkins -- Getting ready -- How to do it... -- How it works... -- Configuring JAVA_HOME in Jenkins -- Getting ready -- How to do it... -- How it works... -- Configuring Git in Jenkins -- Getting ready -- How to do it... -- How it works... -- Configuring ANT_HOME in Jenkins -- Getting ready -- How to do it... -- How it works... -- Configuring MAVEN_HOME in Jenkins -- Getting ready -- How to do it... -- How it works... -- Configuring GRADLE_HOME in Jenkins -- Getting ready -- How to do it... -- How it works... -- Creating a Freestyle job for Ant Project -- Getting ready -- How to do it... -- How it works... -- Creating a Maven Job for Maven Project -- Getting ready -- How to do it... -- How it works…”

Tabla de Contenidos: “…Setting Up a Visual Studio Online Account -- Checking Code In and Out -- Undoing Changes -- Shelvesets -- Getting a Specific Version from the Server -- Seeing Changed Items in Solution Explorer -- Looking at History and Comparing Versions -- Labeling -- Interacting with a Team -- Changing Default Source Control Behavior in Visual Studio -- Branching and Merging -- Summary -- Chapter 19 Deploying Your WEBSITE -- Preparing Your Website for Deployment -- Avoiding Hard-Coded Settings -- The Web.config File -- Expression Syntax -- The Web Configuration Manager Class -- Preparing for Deployment -- Microsoft Azure -- Publishing Your Site -- Introducing Web.config Transformations -- Moving Data to a Remote Server -- Smoke Testing Your Application -- Going Forward -- Summary -- Appendix: Answers to Exercises -- Chapter 1 -- Chapter 2 -- Chapter 3 -- Chapter 4 -- Chapter 5 -- Chapter 6 -- Chapter 7 -- Chapter 8 -- Chapter 9 -- Chapter 10 -- Chapter 11 -- Chapter 12 -- Chapter 13 -- Chapter 14 -- Chapter 15 -- Chapter 16 -- Chapter 17 -- Chapter 18 -- Chapter 19 -- Index -- EULA…”

Tabla de Contenidos: “…Building a simple application for tracking tasks -- Exploring Blazor Wasm deployment options -- Deployment options for Blazor Wasm projects -- Publishing Blazor to Azure Static Web Apps hosting -- Pushing the project to GitHub -- Creating an Azure Static Web Apps resource -- Publishing an application with GitHub Actions -- Hosting your Blazor application in the WinUI WebView2 -- Summary -- Questions -- Chapter 13: Take Your App Cross-Platform with Uno Platform -- Technical requirements -- An overview of Uno Platform -- Creating your first Uno Platform project -- Migrating WinUI XAML markup and code to Uno Platform -- Migrating the WinUI project code -- Migrating the WinUI XAML views -- Running on Android with WSA -- Running in the browser with WebAssembly -- Summary -- Questions -- Chapter 14: Packaging and Deploying WinUI Applications -- Technical requirements -- Discovering application packaging and MSIX basics -- MSIX -- Reviewing MSIX tools and resources -- Packaged applications and application identity -- Getting started with application packaging in Visual Studio -- Deploying applications with Windows Package Manager -- Adding a package to the community repository -- Using WinGet for package management -- Distributing applications with the Microsoft Store -- Preparing a free application for the Microsoft Store -- Uploading a package to the Store -- Sideloading WinUI applications with MSIX -- Creating an MSIX package for sideloading -- Sideloading an MSIX package -- Summary -- Questions -- Index -- About Packt -- Other Books You May Enjoy…”

Tabla de Contenidos: “…. -- Setting up Microsoft Azure monitoring -- Getting ready -- How to do it... -- How it works... -- There's more... -- Building your Zabbix Docker monitoring -- Getting ready -- How to do it... -- How it works... -- There's more... -- Index -- Other Books You May Enjoy…”