Tabla de Contenidos: “…Performing actions that trigger computations -- Reusing the same rdd for different actions -- Summary -- Chapter 8: Immutable Design -- Delving into the Spark RDD's parent/child chain -- Extending an RDD -- Chaining a new RDD with the parent -- Testing our custom RDD -- Using RDD in an immutable way -- Using DataFrame operations to transform -- Immutability in the highly concurrent environment -- Using the Dataset API in an immutable way -- Summary -- Chapter 9: Avoiding Shuffle and Reducing Operational Expenses -- Detecting a shuffle in a process -- Testing operations that cause a shuffle in Apache Spark -- Changing the design of jobs with wide dependencies -- Using keyBy() operations to reduce shuffle -- Using a custom partitioner to reduce shuffle -- Summary -- Chapter 10: Saving Data in the Correct Format -- Saving data in plain text format -- Leveraging JSON as a data format -- Tabular formats - CSV -- Using Avro with Spark -- Columnar formats - Parquet -- Summary -- Chapter 11: Working with the Spark Key/Value API -- Available actions on key/value pairs -- Using aggregateByKey instead of groupBy() -- Actions on key/value pairs -- Available partitioners on key/value data -- Implementing a custom partitioner -- Summary -- Chapter 12: Testing Apache Spark Jobs -- Separating logic from Spark engine-unit testing -- Integration testing using SparkSession -- Mocking data sources using partial functions -- Using ScalaCheck for property-based testing -- Testing in different versions of Spark -- Summary -- Chapter 13: Leveraging the Spark GraphX API -- Creating a graph from a data source -- Creating the loader component -- Revisiting the graph format -- Loading Spark from file -- Using the Vertex API -- Constructing a graph using the vertex -- Creating couple relationships -- Using the Edge API -- Constructing the graph using edge…”

Tabla de Contenidos: “…-- The rules -- Summary -- Chapter 6: Handling Real-World Use Cases -- Technical requirements -- Form validation -- The interactions -- Modeling the observable state -- Onto the actions -- Completing the triad with reactions -- React components -- The UserEnrollmentForm component -- Other observer components -- Page routing -- The Cart checkout workflow -- Modeling the observable state -- A route for a step, a step for a route -- The WorkflowStep -- Actions and reactions of the workflow -- Loading a step -- The HistoryTracker -- The React components -- The TemplateStepComponent -- The ShowCart component -- A state-based router -- Summary -- Chapter 7: Special API for Special Cases -- Technical requirements -- Direct manipulation with the object API -- Granular reads and writes -- From MobX to JavaScript -- Watching the events flow by -- Hooking into the observability -- Lazy loading the temperature -- Gatekeeper of changes -- Intercepting the change -- observe() the changes -- Development utilities -- Using spy() to track the reactivity -- Tracing a reaction -- Visual debugging with mobx-react-devtools -- A few other APIs -- Querying the reactive system -- Probing deeper into the reactive system -- Summary -- Chapter 8: Exploring mobx-utils and mobx-state-tree -- Technical requirements -- The utility functions of mobx-utils -- Visualizing async-operations with fromPromise() -- Using lazyObservable() for deferred updates -- A generalized lazyObservable() with fromResource() -- A view model to manage edits -- There is lot more to discover -- An opinionated MobX with mobx-state-tree…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and credits -- Contributors -- Table of Contents -- Preface -- Part 1: Getting Started with Vue.js Development -- Chapter 1: Introduction to Vue.js -- Technical requirements -- The need for Vue.js -- Requirements and tooling -- Online resources -- Setting up the development environment -- Integrated development environment -- Vue.js DevTools -- My first app -- The project in the IDE -- Your first coding steps -- Summary -- Chapter 2: Creating a Todo List App -- A new project -- Cleaning up the default installation -- Building up the app -- Creating the ListItem component -- Creating the list -- Making a list -- Reactivity explained -- Sorting the list -- Preserving changes to the list -- Single File Components -- The Vue.js DevTools -- Inspecting a component -- Manipulating a component -- Summary -- Chapter 3: Building a Local Weather App -- Technical requirements -- Initializing the app -- Working with different types of APIs -- Handling data from a third-party API -- Constructing the API call -- Styling with Tailwind -- Utility classes -- Formatting data -- Custom style use cases -- Ensuring stability with Vitest -- Vue Test Utils -- Global test functions -- A simple component test -- Mocking external sources -- Mocking for success -- Unhappy path -- Testing with APIs -- Summary -- Chapter 4: Creating the Marvel Explorer App -- Technical requirements -- Getting started with our new project -- The Superhero connection -- Marvelous routes in a single-page application -- Optional parameters -- Paging Dr Strange -- A simple pagination component -- Composables, assemble! …”

Tabla de Contenidos: “…References -- Chapter 3: Building a Persona Bot -- Introducing Dialogflow -- Setting up Dialogflow -- Creating a basic agent -- Deploying the chatbot -- Website integration -- Facebook integration -- Context -- Entities -- System entities -- Rich response formats -- Importing and exporting agents -- Exporting, restoring, and importing agents -- Exporting and importing intents and entities -- Fulfillments -- Summary -- References -- Chapter 4: Let's Catch a Train -- Exploring Transport API -- Creating a developer account -- Exploring the dataset -- Train stations near you -- Response -- Trains in the area -- Response -- Live departures -- Response -- Station timetables -- Response -- Service timetables -- Response -- Conversational design -- Nearest station -- Next train -- Time of arrival -- Building a simple SMS bot -- Getting started -- Setting up the dashboard -- Simple Message Sender -- My train notifier -- Scheduling tasks -- Building a two-way chatbot -- Understanding users' utterances -- Creating an API.AI agent -- Create a Node.js interface to the API.AI agent -- Integrating API.AI agent to SMS chatbot -- Summary -- References -- Chapter 5: Restaurant Search -- MS Bot Framework -- Channel emulator -- Building a bot -- Deploying your bot -- More message types -- Sending more than one message per turn -- Prompting users for information -- Rich messages -- Conversation flow -- Responding to user utterances -- Keeping context intact -- Context switching -- Contextual NLU -- Ending the conversation -- Conversational state -- Getting started with Zomato -- Getting data from Zomato -- Restaurant search bot -- Connecting to Skype -- Summary -- References -- Chapter 6: The News Bot -- Getting started with the Twitter app -- Building your first Twitter bot -- Exploring the Twitter SDK -- Updating your status -- Retweet to your followers…”

Tabla de Contenidos: “…Chapter 5: Google Cloud Solutions for Data Management -- Understanding the data journey -- Acme e-commerce - case study -- Exploring types of data -- Elaborating on Google Cloud solutions for data management -- Data pipelines -- Data lakes -- Data warehouses -- Business intelligence tools -- Summary -- Chapter 6: Machine Learning and Artificial Intelligence on Google Cloud -- AI overview and Google's contribution -- Considerations when building AI models -- Defining the problem -- Collecting the datasets -- Preparing the data -- Select the model and train it -- Evaluating the model -- Deploying the model -- Monitoring the model -- Google Cloud solutions for ML and AI -- Vertex AI and its associated services -- ML APIs -- AI business solutions -- Generative AI -- PaLM for text -- PaLM for chat -- Chirp for speech -- Imagen for text to image -- The embeddings API for text to image -- Codey -- Google AI Studio -- Gemini -- Summary -- Part 3: Infrastructure and Platform Modernization -- Chapter 7: Modernizing IT Infrastructure with Google Cloud -- The challenges with legacy infrastructure in the modern world -- Acme Inc. - buying servers -- The value of modernizing infrastructure with cloud technologies -- Agility -- Scalability -- Resilience -- Security -- The differences between hybrid and multi-cloud -- The evolution of computing from VMs to containers to serverless -- Summary -- Chapter 8: Modernizing Applications with Google Cloud -- The evolution of application development -- Acme Inc-development case study -- The benefits of cloud-native application development -- Google Cloud solutions for hosting applications -- Google Compute Engine (GCE) -- Google Cloud VMware Engine (GCVE) -- Sole-tenant nodes -- Kubernetes Engine (GKE) -- Cloud Run -- Artifact Registry -- Cloud Build -- App Engine -- Cloud Functions -- Summary -- Chapter 9: The Value of APIs…”

Tabla de Contenidos: “…Chapter 5: Scraping the Web with Scrapy and Beautiful Soup -- Technical requirements -- Web parsing using Python -- Introducing Beautiful Soup -- Installing Beautiful Soup -- Exploring Beautiful Soup -- Web scraping using Beautiful Soup -- Web scraping using Scrapy -- Setting up a project -- Creating an item -- Implementing the spider -- Exporting data -- Deploying a web crawler -- Summary -- Further reading -- Part 3: Advanced Scraping Concepts -- Chapter 6: Working with the Secure Web -- Technical requirements -- Exploring secure web content -- Form processing -- Cookies and sessions -- User authentication -- HTML &lt -- form&gt -- processing using Python -- User authentication and cookies -- Using proxies -- Summary -- Further reading -- Chapter 7: Data Extraction Using Web APIs -- Technical requirements -- Introduction to web APIs -- Types of API -- Benefits of web APIs -- Data formats and patterns in APIs -- Example 1 - sunrise and sunset -- Example 2 - GitHub emojis -- Example 3 - Open Library -- Web scraping using APIs -- Example 1 - holidays from the US calendar -- Example 2 - Open Library book details -- Example 3 - US cities and time zones -- Summary -- Further reading -- Chapter 8: Using Selenium to Scrape the Web -- Technical requirements -- Introduction to Selenium -- Advantages and disadvantages of Selenium -- Use cases of Selenium -- Components of Selenium -- Using Selenium WebDriver -- Setting things up -- Exploring Selenium -- Scraping using Selenium -- Example 1 - book information -- Example 2 - forms and searching -- Summary -- Further reading -- Chapter 9: Using Regular Expressions and PDFs -- Technical requirements -- Overview of regex -- Regex with Python -- re (search, match, and findall) -- re.split -- re.sub -- re.compile -- Regex flags -- Using regex to extract data -- Example 1 - Yamaha dealer information…”

Tabla de Contenidos: “…Policy-based VPN -- Layer 2 VPN -- Multiple Tier-1 Gateway VPNs -- Connected VPC -- Direct Connect -- Transit Connect -- NSX security basic configuration -- Management Gateway firewall -- Compute Gateway firewall rules -- NSX day two operations -- IPFIX -- Port mirroring -- NSX Micro-Segmentation -- Summary -- Chapter 7: Exploring Integrated Services Configuration -- Configuring the NSX Advanced Firewall service -- The VMware HCX service -- Deploying and activating the HCX service -- Configuring an HCX Layer 2 network extension -- Migrating a workload with HCX -- VMware Aria Operations for Logs -- The Tanzu Kubernetes Grid managed service -- Summary -- Chapter 8: Building Applications and Managing Operations -- Application integration with native AWS services -- Networking between SDDC and native AWS services -- Integrating Amazon ELB with VMware Cloud on AWS -- Integrating Amazon Simple Storage Service -- Integrating Amazon EFS -- Integrating Amazon FSx for Windows File Server -- Integrating AWS Directory Service -- VMware Cloud on AWS operations and monitoring -- VMware Cloud on AWS integrated services -- VMware Aria Operations (formerly vRealize Operations) -- VMware Aria Operations for Logs (formerly vRealize Log Insight) -- VMware Aria Operations for Networks (formerly vRealize Network Insight) -- VMware Cloud on AWS troubleshooting -- SDDC upgrades and maintenance -- Summary -- Chapter 9: Infrastructure as Code with VMware Cloud -- Introduction to the VMware Cloud APIs -- Cloud Services Platform APIs -- VMware Cloud on AWS API -- SDDC APIs (vSphere API) -- Generating CSP API tokens -- Consuming Console APIs via the Developer Center -- NSX-T Data Center REST API -- Leveraging Terraform for VMware Cloud on AWS -- Leveraging PowerCLI for VMware Cloud on AWS -- vSphere Automation SDKs -- Summary -- Chapter 10: VMware Cloud on AWS Outposts…”

Tabla de Contenidos: “…Azure OpenAI -- Azure AI Services -- Azure OpenAI -- Understanding Prompt Engineering and GPT Models -- Large Language Models (LLMs) -- GPT Models -- Key Differences Between LLMs and GPT -- Prompt Engineering Strategies -- Azure OpenAI Models -- Limits, Capacity, Context, and Tokens -- Understanding Context and K -- The Benefits of Using a Large Context Window -- Cost of Azure OpenAI Models -- Count Tokens -- Versions and Updates -- Auto-update -- Azure OpenAI Models Retirement Dates -- Azure OpenAI Models Deprecated Key Dates -- Azure OpenAI Subscription Limits -- Dynamic Quota -- Monitoring Capacity -- Best Practices for Azure OpenAI Resource Monitoring -- Programming Languages -- Azure OpenAI REST API -- Getting a Base Model Using REST API -- Azure OpenAI Assistants vs. …”

Tabla de Contenidos: “…Passing reference type values as method parameters -- Exercise - Variable declarations and initializations -- Answer -- Summary -- Chapter 6: Interfaces, Classes, and Object Construction -- What is an API? -- Java APIs -- Command line APIs -- HTTP-based APIs -- Software component API -- Interface and object factory as API -- Interface -- Object factory -- Reading configuration file -- Using the json-simple library -- Using the json-api library -- Unit test -- Calculator API -- Adding static methods to API -- The API is complete -- Overloading, overriding, and hiding -- Interface method overloading -- Interface method overriding -- Interface static member hiding -- Class member hiding -- Instance method overriding -- Instance method overloading -- This, super, and constructors -- Keyword this and its usage -- Keyword super and its usage -- Constructors -- Final variable, final method, or final class -- Final variable -- Final method -- Final class -- Exercise - Restricting a class instantiation to a single shared instance -- Answer -- Summary -- Chapter 7: Packages and Accessibility (Visibility) -- What is importing? …”

Tabla de Contenidos: “…-- Type hinting in a nutshell -- APIs: An introduction -- What is an API? -- What is the purpose of an API? …”

Tabla de Contenidos: “…Table of Contents Modern Software Development and ABP Framework Getting Started with ABP Framework Step-By-Step Application Development Understanding the Reference Solution Exploring the ASP.NET and ABP Infrastructure Working with the Data Access Infrastructure Exploring Cross-Cutting Concerns Using the Features and Services of ABP Understanding Domain-Driven Design DDD – The Domain Layer DDD –The Application Layer Working with MVC/Razor Pages Working with the Blazor WebAssembly UI Building HTTP APIs and Real-Time Services Working with Modularity Implementing Multi-Tenancy Building Automated Tests…”

Tabla de Contenidos: “…Data Models and Storage -- 12. Access Methods and APIs -- Part III: Afterword -- 13. Where to Next? …”

Tabla de Contenidos: “…Table of Contents Understanding the Need to Move to a Cloud Platform Developing Cloud-Native Applications Building Secure Container Images with Build Service Provisioning Backing Services for Applications Defining and Managing Business APIs Managing Container Images with Harbor Orchestrating Containers across Clouds with Tanzu Kubernetes Grid Enhancing Developer Productivity with Tanzu Application Platform Managing and Controlling Kubernetes Clusters with Tanzu Mission Control Realizing Full-Stack Visibility with VMWare Aria Operations for Applications Enabling Secure Inter-Service Communication with Tanzu Service Mesh Bringing It All Together Appendix…”

Tabla de Contenidos: “…Tessellation Shaders; 14. The GLSL API; 15. Using Shaders for Scientific Visualization; 16. …”

Tabla de Contenidos: “…Serverless and OpenWhisk architecture -- A simple OpenWhisk application -- The OpenWhisk CLI and JavaScript API -- Common design patterns in OpenWhisk -- Integration design patterns in OpenWhisk -- Unit testing OpenWhisk applications -- Part 2. …”

Tabla de Contenidos: “…Extracting textual insights with APIs -- 3. Scraping websites and extracting data -- 4. …”

Tabla de Contenidos: “…Use & extend : advanced APIs of the NetBeans Platform & ID -- pt. 5. Server & database : enterprise applications and the NetBeans Platform -- pt. 6. …”

Tabla de Contenidos: “…Table of ContentsSetting Up the Environment and Tools -- BackendUnderstanding Dependency InjectionUsing JPA to Create and Access a DatabaseCreating a RESTful Web Service with Spring BootSecuring and Testing Your BackendSetting Up the Environment and Tools -- FrontendGetting Started with ReactConsuming the REST API with ReactUseful Third-Party Components for ReactSetting up the Frontend for Our Spring Boot RESTful Web ServiceAdding CRUD FunctionalitiesStyling the Frontend with React MUITesting Your FrontendSecuring Your ApplicationDeploying Your ApplicationBest Practices…”

Tabla de Contenidos: “…Chapter 1: Accessibility -- Chapter 2: Information Architecture -- Chapter 3: SEO -- Chapter 4: UI Design -- Chapter 5: Documenting APIs -- Chapter 6: Documenting SDKs -- Chapter 7: Integrating your Docs into CI/CD pipelines -- Chapter 8: Make your style guide public -- Chapter 9: Open Source contributions -- Chapter 10: Retrieve customer feedback and analytics -- Chapter 11: Prioritize documentation requests -- Chapter 12: Open community communication channels -- Chapter 13 - ChatGPT and AI -- Appendix A: Engineering Documentation Templates…”

Tabla de Contenidos: “…The current matplotlib architectureThe backend layer; FigureCanvasBase; RendererBase; Event; Visualizing the backend layer; The artist layer; Primitives; Containers; Collections; A view of the artist layer; The scripting layer; The supporting components of the matplotlib stack; matplotlib modules; Exploring the filesystem; Exploring imports visually; ModuleFinder; ModGrapher; The execution flow; An overview of the script; An interactive session; The matplotlib architecture as it relates to this book; Summary; Chapter 3: matplotlib APIs and Integrations; The procedural pylab API…”