Tabla de Contenidos: “…The Point-To-Point Messaging Paradigm -- JMS interfaces -- Developing a JMS application -- Publish-Subscribe (topic) programming -- Point-To-Point (queue) programming -- Web services -- Web service architectures -- SOAP web services -- RESTful web services -- Building a SOAP web service using the JAX-WS API in RPC Style -- Building SOAP web service using the JAX-WS API in Document style -- Building a RESTful web service using the JAX-RS API (using the Jersey implementation) -- Enterprise integration patterns -- Summary -- Chapter 5: HPC Cluster Computing -- Era of computing -- Commanding parallel system architectures -- MPP -- SMP -- Distributed systems -- Clusters -- Network of workstations -- Cluster computer architecture -- Cluster system software and tools -- HPCC -- Java support for high-performance computing -- Java support for parallel programming models -- Multithreading -- Parallelism -- Synchronization -- JOMP -- Java message passing -- The Spliterator interface -- Parallel stream processing -- Java 9 updates for processing an API -- Summary -- Chapter 6: Distributed Databases -- Distributed and decentralized databases -- Motivation for distributed databases -- Distributed database environments -- Homogeneous distributed database environment -- Heterogeneous distributed database environment -- Distributed database setup methodologies -- Replication -- Horizontal partitioning -- Vertical partitioning -- Hybrid setup -- Distributed DBMS architecture -- Java Database Connectivity -- JTA for distributed transactions -- Switching between the transaction modes -- Sample program for the XA transaction -- Summary -- Chapter 7: Cloud and Distributed Computing -- What is cloud computing? …”

Tabla de Contenidos: “…Case study 2 - creating a Chrome extension using AI -- Summary -- Chapter 8: AI for Chatbots -- Technical requirements -- How to use GPT-4 APIs and other LLM APIs to create chatbots -- Building conversational interfaces with LLM APIs -- How to use AI for customer support -- Case study - a chatbot using AI to assist users in ordering products -- Case study - creating interactive quizzes/assessments and deploying them as chatbot flows -- Summary -- Chapetr 9: Building Smarter Systems - Advanced LLM Integrations -- Automating bulk prompting with spreadsheets -- Integrating LLMs into your tech stack using Zapier and Make -- Creating and translating product descriptions -- Moving beyond APIs - building custom LLM pipelines with LangChain -- LangChain's building blocks -- LangChain's no-code tools - Langflow and Flowise -- LangSmith - debug, test, and monitor your LLM workflows -- The future of LLM integration - plugins, agents, assistants, GPTs, and multimodal models -- Summary -- Part 4: Ethics, Limitations, and Future Developments -- Chapter 10: Generative AI - Emerging Issues at the Intersection of Ethics and Innovation -- Exploring the ethical challenges of generative AI -- Trust and accountability challenges of generative AI -- Economic impact considerations -- Environmental sustainability issues -- Societal risks and reflections -- Broader societal impacts -- What machine creativity reveals about cognition -- Concerns in defense and healthcare -- The path forward - solutions and safeguards -- Summary -- Chapter 11: Conclusion -- Recap of the book's content -- Expanding possibilities - innovative prompt engineering applications -- Achieving intended outcomes - prompt engineering goals -- Understanding limitations and maintaining oversight -- Summary -- Index -- Other Books You May Enjoy…”

Tabla de Contenidos: “…Creating and Hosting Our First ASP.NET Web API -- Introduction -- Creating our first ASP.NET web API -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Implementing a CRUD ASP.NET web API -- Getting ready -- How to do it... -- How it works... -- Setting up a self-hosted ASP.NET web API -- Getting ready -- How to do it... -- How it works... -- 9. …”

Tabla de Contenidos: “…The placement of embedded modes in a Java regular expression -- Disabling mode modifiers -- Summary -- Chapter 3: Working with Groups, Capturing, and References -- Capturing groups -- Group numbering -- Named groups -- Non-capturing groups -- Advantages of non-capturing groups -- Back references -- Back reference of a named group -- Replacement reference of a named group -- Forward references -- Invalid (non-existing) backward or forward references -- Summary -- Chapter 4: Regular Expression Programming Using Java String and Scanner APIs -- Introduction to the Java String API for regular expressions' evaluation -- Method - boolean matches(String regex) -- Example of the matches method -- Method - String replaceAll(String regex, String replacement) -- Examples of the replaceAll method -- Method - String replaceFirst(String regex, String replacement) -- Examples of the replaceFirst method -- Methods - String split methods -- The limit parameter rules -- Examples of the split method -- Example of the split method using the limit parameter -- Using regular expressions in Java Scanner API -- Summary -- Chapter 5: Introduction to Java Regular Expression APIs - Pattern and Matcher Classes -- The MatchResult interface -- The Pattern class -- Examples using the Pattern class -- Filtering a list of tokens using the asPredicate() method -- The Matcher class -- Examples using the Matcher class -- Method Boolean lookingAt() -- The matches() method -- The find() and find(int start) methods -- The appendReplacement(StringBuffer sb, String replacement) method -- The appendTail(StringBuffer sb) method -- Example of the appendReplacement and appendTail methods -- Summary -- Chapter 6: Exploring Zero-Width Assertions, Lookarounds, and Atomic Groups -- Zero-width assertions -- Predefined zero-width assertions -- Regex defined zero-width assertions…”

Tabla de Contenidos: “…-- Why network automation exists -- Bottom-up view -- Top-down view -- Automating network operation tasks -- Configuration management -- Network state analysis -- Network audits and reporting -- Systems approach -- Closed-loop automation -- Demo application -- Summary -- Further reading -- Chapter 6: Configuration Management -- Technical requirements -- Environment setup -- Creating the topology -- Interacting with network devices via SSH -- Describing the network device configurations -- Using Go's SSH package to access network devices -- Automating routine SSH tasks -- Interacting with network devices via HTTP -- Using Go's HTTP package to access network devices -- Getting config inputs from other systems via HTTP -- State validation -- Checking routing information -- Validating end-to-end reachability -- Summary -- Further reading -- Chapter 7: Automation Frameworks -- Technical requirements -- Ansible -- Overview of Ansible components -- Working with Ansible modules -- Developing an Ansible module -- Running the playbook -- Terraform -- Overview of Terraform components -- Working with Terraform -- Developing a Terraform provider -- Networking providers -- Other automation frameworks -- Gornir -- Consul-Terraform-Sync -- mgmt -- Looking into the future -- Summary -- Further reading -- Part 3: Interacting with APIs -- Chapter 8: Network APIs -- Technical requirements…”

Tabla de Contenidos: “…Record handling decorators -- Specific purpose decorators -- Using the ORM built-in methods -- Methods for writing model data -- Methods for web client use over RPC -- Methods for data import and export -- Methods for the user interface -- The Mail and Social features API -- Message subtypes -- Posting messages -- Adding followers -- Summary -- Chapter 7: Business Logic - Supporting Business Processes -- Creating a wizard -- The wizard model -- The wizard form -- The wizard business logic -- Logging -- Raising exceptions -- Helper actions in wizards -- Working with the ORM API -- The shell command -- The server environment -- Modifying the execution environment -- Transactions and low-level SQL -- Context and domain -- Context data -- Domain expressions -- Working with recordsets -- Querying models -- Singletons -- Writing on records -- Working with time and dates -- Operations on recordsets -- Manipulating recordsets -- Using relational fields -- Working with relational fields -- Summary -- Chapter 8: External API - Integrating with Other Systems -- Setting up a Python client -- Calling the Odoo API using XML-RPC -- Opening an XML-RPC connection -- Reading data from the server -- Calling other methods -- Writing a To-Do client application -- Communication layer with Odoo -- Creating the CLI -- Introducing the ERPpeek client -- The ERPpeek API -- The ERPpeek CLI -- Introducing the OdooRPC library -- Summary -- Chapter 9: Backend Views - Design the User Interface -- Defining the user interface with XML files -- Menu items -- Window actions -- The form views -- Dealing with several views of the same type -- Business document views -- The header -- The document sheet -- Title and subtitle -- Smart buttons area -- Grouping content in a form -- Tabbed notebooks -- View semantic components -- Fields -- Labels for fields -- Relational fields…”

Tabla de Contenidos: “…-- Introducing SparkSession -- Understanding Spark SQL concepts -- Understanding Resilient Distributed Datasets (RDDs) -- Understanding DataFrames and Datasets -- Understanding the Catalyst optimizer -- Understanding Catalyst optimizations -- Understanding Catalyst transformations -- Introducing Project Tungsten -- Using Spark SQL in streaming applications -- Understanding Structured Streaming internals -- Summary -- Chapter 2: Using Spark SQL for Processing Structured and Semistructured Data -- Understanding data sources in Spark applications -- Selecting Spark data sources -- Using Spark with relational databases -- Using Spark with MongoDB (NoSQL database) -- Using Spark with JSON data -- Using Spark with Avro files -- Using Spark with Parquet files -- Defining and using custom data sources in Spark -- Summary -- Chapter 3: Using Spark SQL for Data Exploration -- Introducing Exploratory Data Analysis (EDA) -- Using Spark SQL for basic data analysis -- Identifying missing data -- Computing basic statistics -- Identifying data outliers -- Visualizing data with Apache Zeppelin -- Sampling data with Spark SQL APIs -- Sampling with the DataFrame/Dataset API -- Sampling with the RDD API -- Using Spark SQL for creating pivot tables -- Summary -- Chapter 4: Using Spark SQL for Data Munging -- Introducing data munging -- Exploring data munging techniques -- Pre-processing of the&amp -- #160 -- household electric consumption Dataset -- Computing basic statistics and aggregations -- Augmenting the Dataset -- Executing other miscellaneous processing steps -- Pre-processing of&amp -- #160 -- the weather Dataset…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Packt Upsell -- Contributors -- Table of Contents -- Preface -- Chapter 1: Building Your Own Prediction Models -- Classification overview and evaluation techniques -- Evaluation -- Decision trees -- Common APIs for scikit-learn classifiers -- Prediction involving decision trees and student performance data -- Summary -- Chapter 2: Prediction with Random Forests -- Random forests -- Usage of random forest -- Predicting bird species with random forests -- Making a confusion matrix for the data -- Summary -- Chapter 3: Applications for Comment Classification -- Text classification -- Machine learning techniques -- Bag of words -- Detecting YouTube comment spam -- Word2Vec models -- Doc2Vec -- Document vector -- Detecting positive or negative sentiments in user reviews -- Summary -- Chapter 4: Neural Networks -- Understanding neural networks -- Feed-forward neural networks -- Identifying the genre of a song with neural networks -- Revising the spam detector to use neural networks -- Summary -- Chapter 5: Deep Learning -- Deep learning methods -- Convolutions and pooling -- Identifying handwritten mathematical symbols with CNNs -- Revisiting the bird species identifier to use images -- Summary -- Other Books You May Enjoy -- Index…”

Tabla de Contenidos: “…Cover; Audio Programming for Interactive Games: The computer music of games; Copyright; Contents; Preface; Acknowledgments; Introduction; Chapter 1: Regarding audio in games - the curtain rises; Chapter 2: Game audio APIs - audio building blocks; Chapter 3: Introduction to interactive game audio - What now?…”

Tabla de Contenidos: “…-- The Java Sandbox -- Security Debugging -- The Default Sandbox -- Elements of the Java Sandbox -- Keystores -- Code Sources -- Policy Files -- The Default Sandbox -- The java.security File -- Comparison with Previous Releases -- Java Language Security -- Java Language Security Constructs -- Enforcement of the Java Language Rules -- Comparisons with Previous Releases -- The Security Manager -- Overview of the Security Manager -- Operating on the Security Manager -- Methods of the Security Manager -- Comparison with Previous Releases -- The Access Controller -- The CodeSource Class -- The Policy Class -- Protection Domains -- The AccessController Class -- Guarded Objects -- Comparison with Previous Releases -- Java Class Loaders -- The Class Loader and Namespaces -- Class Loading Architecture -- Implementing a Class Loader -- Miscellaneous Class Loading Topics -- Comparison with Previous Releases -- Introduction to Cryptography -- The Need for Authentication -- The Role of Authentication -- Cryptographic Engines -- Security Providers -- The Architecture of Security Providers -- The Provider Class -- The Security Class -- The Architecture of Engine Classes -- Comparison with Previous Releases -- Keys and Certificates -- Keys -- Generating Keys -- Key Factories -- Certificates -- Keys, Certificates, and Object Serialization -- Comparison with Previous Releases -- Key Management -- Key Management Terms -- The keytool -- The Key Management API -- A Key Management Example…”

Tabla de Contenidos: “…Regular Contributions -- ACoRe: Automated Goal-Conflict Resolution -- Nazareno Aguirre, Yves Le Traon and Mike Papadakis A Modeling Concept for Formal Verification of OS-Based Compositional Software -- Guldstrand Larsen and Marcel Baunach Compositional Automata Learning of Synchronous Systems -- Front-end JavaScript -- Democratizing Quality-Based Machine Learning Development through Extended Feature Models -- Efficient Bounded Exhaustive Input Generation from Program APIs -- Feature-Guided Analysis of Neural Networks -- JavaBIP meets VerCors: Towards the Safety of Concurrent Software Systems in Java -- Model-based Player Experience Testing with Emotion Pattern Verification -- Opportunistic Monitoring of Multithreaded Programs -- Parallel Program Analysis via Range Splitting -- Wehrheim Runtime Enforcement Using Knowledge Bases -- Specification and Validation of Normative Rules for Autonomous Agents -- Towards Log Slicing -- VAMOS: Middleware for Best-Effort Third-Party Monitoring -- Yet Another Model! …”

Tabla de Contenidos: “…Cover; Title Page; Copyright; Contents; Contributors; 1: Service Composition and Control for Next-Generation Converged Applications; 2: Service Delivery Platform for the Next-Generation Network; 3: Moving the SDP to the Cloud; 4: Enabling Service Delivery in Next-Generation Networks toward Service Clouds; 5: How to Model Dynamic Service Composition Using UML 2.x and Composition Policies; 6: Overview of Cognitive NGSDP Model: An Intelligent System in View of APIS (Applications, Performance, Intelligence, and Security); 7: Service Innovation for Electronic Services…”

Tabla de Contenidos: “…Cloning and Identification System of Apis mellifera Melittin cDNA in Escherichia coli -- 8. …”

Tabla de Contenidos: “…Clarity of solution implementation -- Strategic efficiency with MVC -- MVC: Models -- Adaptability strategy -- Advantages -- MVC: Views -- Views in action -- Advantages -- MVC: Controllers -- Controllers in action -- Advantages -- Strategic data management -- User interface consistency with data binding -- Database consistency -- API-oriented system architecture -- Why create an API? …”

Tabla de Contenidos: “…-- Reviewing the Project -- Creating the First Alien -- Building the Alien Fleet -- Making the Fleet Move -- Shooting Aliens -- Ending the Game -- Summary -- 14 SCORING -- Adding the Play Button -- Leveling Up -- Scoring -- Summary -- PROJECT 2: DATA VISUALIZATION -- 15 GENERATING DATA -- Installing Matplotlib -- Plotting a Simple Line Graph -- Random Walks -- Rolling Dice with Plotly -- Summary -- 16 DOWNLOADING DATA -- The CSV File Format -- Mapping Global Data Sets: JSON Format -- Summary -- 17 WORKING WITH APIS -- Using a Web API -- Visualizing Repositories Using Plotly -- The Hacker News API -- Summary -- PROJECT 3: WEB APPLICATIONS -- 18 GETTING STARTED WITH DJANGO -- Setting Up a Project -- Starting an App -- Making Pages: The Learning Log Home Page -- Building Additional Pages -- Summary -- 19 USER ACCOUNTS -- Allowing Users to Enter Data -- Setting Up User Accounts -- Allowing Users to Own Their Data -- Summary -- 20 STYLING AND DEPLOYING AN APP -- Styling Learning Log -- Deploying Learning Log -- Summary -- AFTERWORD -- A INSTALLATION AND TROUBLESHOOTING -- Python on Windows -- Python on macOS -- Python on Linux -- Python Keywords and Built-in Functions -- B TEXT EDITORS AND IDEs -- Customizing Sublime Text Settings -- Other Text Editors and IDEs -- C GETTING HELP -- First Steps -- Searching Online -- Internet Relay Chat -- Slack…”

Tabla de Contenidos: “…Front Cover; 3D Game Engine Design: A Practical Approach to Real-Time Computer Graphics; Copyright Page; Trademarks; About the Author; CONTENTS; Preface; Chapter 1 Introduction; 1.1 The Evolution of Graphics Hardware and Games; 1.2 The Evolution of This Book and Its Software; 1.3 A Summary of the Chapters; Chapter 2 The Graphics System; 2.1 The Foundation; 2.2 Transformations; 2.3 Cameras; 2.4 Culling and Clipping; 2.5 Rasterizing; 2.6 Vertex Attributes; 2.7 Issues of Software, Hardware, and APIs; 2.8 API Conventions; Chapter 3 Renderers; 3.1 Software Rendering; 3.2 Hardware Rendering…”

Tabla de Contenidos: “…Retrieving Data with the PuppetDB API -- Exploring the PuppetDB query API -- Understanding the command interface -- Understanding the query API interface -- A primer on the PuppetDB query language -- Exploring endpoints -- Using the facts endpoint -- Using the resources endpoint -- Retrieving details about nodes -- Getting the run details with the catalogs endpoint -- Understanding the fact-names endpoint -- Knowing the status of PuppetDB with the metrics endpoint -- Using the reports endpoint -- Working with the events endpoint -- Using the event-counts endpoint -- Applying the aggregate-event-counts endpoint -- Using the server-time endpoint -- The version endpoint -- Summary -- 7. …”

Tabla de Contenidos: “…Updating all users when a new bid is made -- Summary -- Chapter 13. Building an API -- 13.1. Scoping API requests to a new controller -- 13.2. …”

Tabla de Contenidos: “…2.1.13 Concurrency -- 2.1.14 Telemetry -- 2.1.15 Authentication and authorization -- 2.2 Building cloud native applications with Spring -- 2.2.1 Overview of the Spring landscape -- 2.2.2 Building a Spring Boot application -- 2.3 Containerizing applications with Docker -- 2.3.1 Introducing Docker: Images and containers -- 2.3.2 Running a Spring application as a container -- 2.4 Managing containers with Kubernetes -- 2.4.1 Introducing Kubernetes: Deployments, Pods, and Services -- 2.4.2 Running a Spring application on Kubernetes -- 2.5 Polar Bookshop: A cloud native application -- 2.5.1 Understanding the requirements of the system -- 2.5.2 Exploring patterns and technologies used in the project -- Summary -- Part 2 Cloud native development -- 3 Getting started with cloud native development -- 3.1 Bootstrapping a cloud native project -- 3.1.1 One codebase, one application -- 3.1.2 Dependency management with Gradle and Maven -- 3.2 Working with embedded servers -- 3.2.1 Executable JARs and embedded servers -- 3.2.2 Understanding the thread-per-request model -- 3.2.3 Configuring the embedded Tomcat -- 3.3 Building a RESTful application with Spring MVC -- 3.3.1 REST API first, business logic later -- 3.3.2 Implementing a REST API with Spring MVC -- 3.3.3 Data validation and error handling -- 3.3.4 Evolving APIs for future requirements -- 3.4 Testing a RESTful application with Spring -- 3.4.1 Unit tests with JUnit 5 -- 3.4.2 Integration tests with @SpringBootTest -- 3.4.3 Testing REST controllers with @WebMvcTest -- 3.4.4 Testing the JSON serialization with @JsonTest -- 3.5 Deployment pipeline: Build and test -- 3.5.1 Understanding the commit stage of the deployment pipeline -- 3.5.2 Implementing the commit stage with GitHub Actions -- Summary -- 4 Externalized configuration management -- 4.1 Configuration in Spring: Properties and profiles…”

Tabla de Contenidos: “…-- What Kubernetes is not -- Understanding container orchestration -- Physical machines, virtual machines, and containers -- The benefits of containers -- Containers in the cloud -- Cattle versus pets -- Kubernetes concepts -- Cluster -- Node -- Master -- Pod -- Label -- Annotations -- Label selectors -- Replication controllers and replica sets -- Services -- Volume -- StatefulSet -- Secrets -- Names -- Namespaces -- Diving into Kubernetes architecture in-depth -- Distributed systems design patterns -- Sidecar pattern -- Ambassador pattern -- Adapter pattern -- Multinode patterns -- The Kubernetes APIs -- Resource categories -- Workloads API -- Discovery and load balancing -- Config and storage -- Metadata -- Cluster -- Kubernetes components -- Master components -- API server -- Etcd -- Kube controller manager -- Cloud controller manager -- Kube-scheduler -- DNS -- Node components -- Proxy -- Kubelet -- Kubernetes runtimes -- The Container Runtime Interface (CRI) -- Docker -- Rkt -- App container -- Cri-O -- Rktnetes -- Is rkt ready for use in production? …”