Tabla de Contenidos: “…. -- See also -- Consuming a Dynamics 365 for Operations JSON service -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also... -- Consuming an external service within Dynamics 365 for Operations -- Getting ready -- How to do it... -- How it works... -- There's more... -- Chapter 10: Extensibility Through Metadata and Data Date-Effectiveness -- Introduction -- Using metadata for data access -- Getting ready... -- How to do it... -- How it works... -- Using Interfaces for extensibility through metadata -- Getting ready... -- How to do it... -- How it works... -- Making data date-effective -- Getting ready... -- How to do it... -- How it works... -- There's more... -- Chapter 11: Unit Testing -- Introduction -- Creating a Form Adaptor project -- Getting ready -- How to do it... -- How it works... -- Creating a Unit Test project -- Getting ready -- How to do it... -- How it works... -- Creating a Unit Test case for code -- Getting ready -- How to do it... -- How it works... -- Creating a test case from a task recording -- Getting ready -- How to do it... -- How it works... -- Chapter 12: Automated Build Management -- Introduction -- Creating a Team Services Build Agent Queue -- Getting ready -- How to do it... -- How it works... -- Setting up a build server -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Managing build operations -- Getting ready -- How to do it... -- How it works…”

Tabla de Contenidos: “…RDD operations -- Caching data -- Performance optimizations -- Analytics with the Dataset API -- Creating Datasets -- Converting a DataFrame to a Dataset -- Converting a Dataset to a DataFrame -- Accessing metadata using Catalog -- Data Sources API -- Read and write functions -- Built-in sources -- Working with text files -- Working with JSON -- Working with Parquet -- Working with ORC -- Working with JDBC -- Working with CSV -- External sources -- Working with AVRO -- Working with XML -- Working with Pandas -- DataFrame based Spark-on-HBase connector -- Spark SQL as a distributed SQL engine -- Spark SQL's Thrift server for JDBC/ODBC access -- Querying data using beeline client -- Querying data from Hive using spark-sql CLI -- Integration with BI tools -- Hive on Spark -- Summary -- Chapter 5: Real-Time Analytics with Spark Streaming and Structured Streaming -- Introducing real-time processing -- Pros and cons of Spark Streaming -- History of Spark Streaming -- Architecture of Spark Streaming -- Spark Streaming application flow -- Stateless and stateful stream processing -- Spark Streaming transformations and actions -- Union -- Join -- Transform operation -- updateStateByKey -- mapWithState -- Window operations -- Output operations -- Input sources and output stores -- Basic sources -- Advanced sources -- Custom sources -- Receiver reliability -- Output stores -- Spark Streaming with Kafka and HBase -- Receiver-based approach -- Role of Zookeeper -- Direct approach (no receivers) -- Integration with HBase -- Advanced concepts of Spark Streaming -- Using DataFrames -- MLlib operations -- Caching/persistence -- Fault-tolerance in Spark Streaming -- Failure of executor -- Failure of driver -- Performance tuning of Spark Streaming applications -- Monitoring applications -- Introducing Structured Streaming -- Structured Streaming application flow…”

Tabla de Contenidos: “…Preparing the data in JSON -- 1.2. Converting the data to JSONL -- 2. Fine-tuning an original model -- 3. …”

Tabla de Contenidos: “…Chapter 11: Backend Architecture -- API -- RESTful API -- HTTP request methods -- GET -- POST -- PUT -- DELETE -- Authentication -- Basic authentication -- JSON Web Token -- Header -- Payload -- Signature -- Practical -- RESTful web service -- Java client -- Redis -- Installation -- Redis server -- Redis client -- Working with Redis -- Redis data types and structures -- String -- HashMap -- List -- Set -- Redis Publish/Subscribe -- Common key operations -- Summary -- Chapter 12: Machine Learning -- Machine learning -- Types of algorithms -- Parametric algorithms -- Non-parametric algorithms -- Supervised learning -- The classification model -- Binary classification -- Multi-class classification -- The regression model -- Linear regression -- Polynomial regression -- Unsupervised learning -- Clustering, k-means -- Neural networks -- Feedforward neural network -- Recurrent neural network -- Symmetrically connected neural network -- Deep neural networks -- Decision tree classifiers -- Summary -- Chapter 13: Artificial Intelligence -- Artificial intelligence -- Convolutional neural networks -- Deep learning using TensorFlow -- TensorFlow -- Installation -- TensorFlow program -- Uninstalling TensorFlow -- TensorBoard -- Program -- Launching TensorBoard -- TensorBoard graph -- Object detection using YOLO -- Installation -- Compiling YOLO library -- Trained weights -- Detecting objects in an image -- Summary -- Chapter 14: Elasticsearch -- Installing Elasticsearch -- Starting the Elasticsearch server -- Auto starting the Elasticsearch service -- Stopping the Elasticsearch server -- Uninstalling Elasticsearch -- Kibana -- Installation -- Starting Kibana -- Uninstalling Kibana -- Security -- Securing Elasticsearch -- Securing Kibana -- Understanding queries - CRUD commands -- Creating -- Reading -- Updating -- Deleting -- Summary…”

“…Some understanding of JSON is expected. If you want to extend Elasticsearch, understanding of Java and related technologies is also required. …”

“…Implement various scenarios such as supporting existing user stores, user sign up, authentication, and supporting AJAX requests, Integrate with popular Microservice and Cloud services such as Zookeeper, Eureka, and Consul, along with advanced techniques, including OAuth, JSON Web Token's (JWS), Hashing, and encryption algorithms Who This Book Is For This book is intended for Java Web and/or RESTful webservice developers and assumes a basic understanding of creating Java 8, Java Web and/or RESTful webservice applications, XML, and the Spring Framework. …”

Tabla de Contenidos: “…Cover -- Copyright -- Credits -- About the Author -- About the Reviewers -- www.PacktPub.com -- Customer Feedback -- Table of Contents -- Preface -- Chapter 1: Introducing Java EE and Configuring the Development Environment -- JSON and HTML5 -- WebSockets -- Simplified JMS 2.0 API -- Groundwork for Cloud environments -- Batch applications -- Updated web profiles -- Concurrency utilities -- Context dependency injection -- Java API for RESTful web services (JAX-RS) 2.0 -- Servlet 3.1 -- JNDI -- Asynchronous invocation -- Timers -- EJB Lite -- Development in WildFly -- Operating system -- Java -- Application server -- Build system -- Structure of the exercises -- Tests -- IDE -- Netbeans IDE -- IntelliJ IDEA -- Eclipse IDE -- Importing exercises -- Debug exercises -- Summary -- Chapter 2 : Working with Dependency Injection -- Dependency injection 1.0 for Java -- [Qualifiers] -- Qualifiers -- EL name resolution -- Resources -- Context and dependency injection 1.1 for Java -- Injection and contexts -- Managed beans -- Producer methods and fields -- Bean types -- The BeanManager object -- CDI -- Unmanaged -- Enabled and disabled beans -- The injection target -- Scopes -- Session beans -- Service Provider Interfaces -- Events -- Event qualifiers -- Observer methods -- Container lifecycle events -- Utilities -- Decorators -- Enabled decorators -- And more... -- Model -- TransientReference -- Interceptors 1.2 -- Interceptor classes -- Associating an interceptor class with the target class -- Default interceptors -- Interceptors for lifecycle callbacks -- Interceptor bindings -- Common annotations for the Java platform 1.2 -- Common annotation -- SQL utilities -- Web console for monitoring beans -- Summary -- Chapter 2: Persistence -- Common JPA annotations -- Named queries -- Relationships -- Cascade on one-to-one and one-to-many…”

Tabla de Contenidos: “…. -- Extracting HTML table data from a web page -- Extracting a single HTML table from a web page -- Reading JSON data -- Getting ready -- How to do it... -- How it works... -- Reading data from fixed-width formatted files -- Getting ready -- How to do it... -- How it works... -- There's more... -- Files with headers -- Excluding columns from data -- Reading data from R files and R libraries -- Getting ready -- How to do it... -- How it works... -- There's more... -- Saving all objects in a session -- Saving objects selectively in a session -- Attaching/detaching R data files to an environment -- Listing all datasets in loaded packages -- Removing cases with missing values -- Getting ready -- How to do it... -- How it works... -- There's more... -- Eliminating cases with NA for selected variables -- Finding cases that have no missing values -- Converting specific values to NA -- Excluding NA values from computations -- Replacing missing values with the mean -- Getting ready -- How to do it... -- How it works... -- There's more... -- Imputing random values sampled from non-missing values -- Removing duplicate cases -- Getting ready -- How to do it... -- How it works... -- There's more…”

Tabla de Contenidos: “…Making a Simple Property Editor -- Summary -- 9 Connecting to the Web -- Getting Information from Cross-Domain Servers -- Checking Whether a Policy File Exists -- Working Around Cross-Domain Restrictions -- Placing Simple Calls -- Informing the User -- Learning with a Sample -- Downloading Strings -- Detecting Errors, Checking the Result -- Opening a Resource for Reading -- Uploading a String -- Opening a Resource for Writing -- Accessing Headers -- Sending Complex Messages -- Posting a File to the Server with HttpWebRequest -- Discovering the New Networking Stack -- Using the Client HTTP Stack -- Using Other HTTP Methods -- Using the CookieContainer -- Handling Responses -- Handling XML Responses -- Handling JSON Responses -- Communicating with WCF -- Setting Up a Service -- Connecting the Client Application -- Updating the Code on the Server -- Publishing the Service -- Summary -- 10 Creating Resources, Styles, and Templates -- Working with Resources in XAML -- Using Local Resources -- Merging Dictionaries -- From the Same Assembly -- From a Different Assembly -- Resolving Resources -- Working with Resources in Blend -- Merging a Resource Dictionary -- Creating New Resources -- Selecting a Resource for a Property -- Using the Resources Panel -- Cleaning Up Unused Resources -- Using the Pistachio Tool -- Styling a Control -- Using Implicit Styles -- Creating a Hierarchy of Styles -- Creating a New Style in Blend -- Templating a Control -- Copying a Template in Blend -- Creating a Custom Easing Function -- Making a Control in Blend -- Applying a Theme -- Summary -- 11 Mastering Expression Blend -- What Is Blend, Exactly? …”

Tabla de Contenidos: “…Character strings -- CHARACTER -- CHARACTER VARYING -- CHARACTER LARGE OBJECT (CLOB) -- NATIONAL CHARACTER, NATIONAL CHARACTER VARYING, and NATIONAL CHARACTER LARGE OBJECT -- Binary strings -- BINARY -- BINARY VARYING -- BINARY LARGE OBJECT (BLOB) -- Booleans -- Datetimes -- DATE -- TIME WITHOUT TIME ZONE -- TIME WITH TIME ZONE -- TIMESTAMP WITHOUT TIME ZONE -- TIMESTAMP WITH TIME ZONE -- Intervals -- XML type -- ROW type -- Collection types -- ARRAY -- Multiset -- REF types -- JSON types -- User-defined types -- Distinct types -- Structured types -- Data type summary -- Handling Null Values -- Applying Constraints -- Column constraints -- NOT NULL -- UNIQUE -- CHECK -- Table constraints -- Foreign key constraints -- Assertions -- Book 2 Developing Relational Databases -- Chapter 1 System Development Overview -- The Components of a Database System -- The database -- The database engine -- The DBMS front end -- The database application -- The user -- The System Development Life Cycle -- Definition phase -- Requirements phase -- The users' data model -- Statement of Requirements -- Evaluation phase -- Determining project scope -- Reassessing feasibility -- Documenting the Evaluation phase -- Design phase -- Designing the database -- The database application -- Documenting the Design phase -- Implementation phase -- Final Documentation and Testing phase -- Testing the system with sample data -- Finalizing the documentation -- Delivering the results (and celebrating) -- Maintenance phase -- Chapter 2 Building a Database Model -- Finding and Listening to Interested Parties -- Your immediate supervisor -- The users -- The standards organization -- Upper management -- Building Consensus -- Gauging what people want -- Arriving at a consensus -- Building a Relational Model -- Reviewing the three database traditions -- Knowing what a relation is…”

Tabla de Contenidos: “…Chapter 6: Securing REST Endpoints Using Authorization and Authentication -- Technical requirements -- Implementing authentication using Spring Security and JWT -- Adding the required Gradle dependencies -- Authentication using the OAuth 2.0 resource server -- Exploring the structure of JWT -- Securing REST APIs with JWT -- Adding new APIs -- Implementing the JWT manager -- Implementing new APIs -- Implementing the REST controllers -- Configuring web-based security -- Configuring CORS and CSRF -- Understanding authorization -- Role and authority -- Testing security -- Summary -- Questions -- Answers -- Further reading -- Chapter 7: Designing a User Interface -- Technical requirements -- Learning React fundamentals -- Creating a React app -- Exploring the basic structures and files -- Understanding the package.json file -- Bootstrapping a React app -- Exploring React components and other features -- Exploring JSX -- Understanding React hooks -- Styling components using Tailwind -- Designing the e-commerce app components -- Consuming APIs using Fetch -- Writing the product API client -- Coding the Product Listing page -- Why does the cart need to be fetched in ProductList? …”

Tabla de Contenidos: “…Cover -- FM -- Copyright -- Contributors -- Table of Contents -- Preface -- Chapter 1: Connecting to Data -- Introduction to Data -- Making the Most Out of This Book - Your Certification and Beyond -- Connecting to Sources -- Data Structure -- Choosing an Appropriate Data Source Type -- Content and Quality -- Level of detail: Dimensions and Measures -- Data Quality -- Technical Requirements -- Performance: Data Size and Structure -- Microsoft Excel (.xlsx) and Comma-Separated Values (.csv) Types -- Relational Databases -- Initial Data Connections -- Connecting to Tableau Server or Tableau Cloud -- Connecting to a File -- CSV and Excel Files -- .hyper or .tde Files -- JSON -- PDF -- Spatial Files -- Statistical Files -- Connecting to Databases and Cloud Services -- Default Server Connectors -- Custom SQL Queries -- Introduction to SQL and Custom Queries in Tableau -- Live versus Extract Connections -- Live Connections -- Data Extracts -- Other Factors Affecting Performance -- Connection Management: the Datasource Pane and Data Tab -- The Datasource Window -- The Data Tab -- Making New Connections in Existing Workbooks -- Replacing Data Sources -- Notes, Caveats, and Unsupported Data Sources -- Web-Based Data Access: Drivers and APIs -- Multidimensional Systems -- Summary -- Exam Readiness Drill - Chapter Review Questions -- Chapter 2: Transforming Data -- Introduction -- Types of Fields in Tableau -- Data Types -- Data Type Conversion -- Dimensions and Measures -- Dimensions and Measure Field Conversion -- Discrete and Continuous -- Dimension, Measure, Discrete, and Continuous Combinations -- Discrete and Continuous Color Legends -- Cleaning Data -- Assessing Data Quality -- Cleaning data on Tableau Desktop -- Duplicating and Renaming a Field Updating the Aliases -- Updating the Default Properties of Fields -- Data Interpreter…”

Tabla de Contenidos: “…. -- See also -- Reading JSON data with Apache Spark -- How to do it... -- There's more... -- See also -- Reading Parquet data with Apache Spark -- How to do it... -- See also -- Parsing XML data with Apache Spark -- How to do it... -- There's more... -- See also -- Working with nested data structures in Apache Spark -- How to do it... -- There's more... -- See also -- Processing text data in Apache Spark -- How to do it... -- There's more... -- See also -- Writing data with Apache Spark -- How to do it... -- There's more... -- See also -- Chapter 2: Data Transformation and Data Manipulation with Apache Spark -- Technical requirements -- Applying basic transformations to data with Apache Spark -- How to do it... -- There's more... -- See also -- Filtering data with Apache Spark -- How to do it... -- There's more... -- See also -- Performing joins with Apache Spark -- How to do it... -- There's more... -- See also -- Performing aggregations with Apache Spark -- How to do it... -- There's more... -- See also -- Using window functions with Apache Spark -- How to do it... -- There's more... -- Writing custom UDFs in Apache Spark -- How to do it... -- There's more... -- See also -- Handling null values with Apache Spark -- How to do it... -- There's more... -- See also -- Chapter 3: Data Management with Delta Lake -- Technical requirements -- Creating a Delta Lake table -- How to do it... -- There's more... -- See also -- Reading a Delta Lake table -- How to do it... -- There's more... -- See also -- Updating data in a Delta Lake table -- How to do it…”

Tabla de Contenidos: “…-- 1.7 When to use OpenAPI -- 1.7.1 For API consumers -- 1.7.2 For API producers -- 1.7.3 For API designers -- 1.8 This book -- Summary -- 2 Getting set up to make API requests -- 2.1 The problem -- 2.1.1 FarmStall API overview -- 2.1.2 The first two operations of the FarmStall API -- 2.2 Getting set up with Postman -- 2.3 FarmStall API -- 2.4 Our first request -- 2.4.1 Forming a GET request in Postman -- 2.4.2 Verification -- 2.5 Adding a review to the FarmStall API -- 2.5.1 Forming a POST request in Postman -- 2.5.2 Verification -- 2.6 Practice -- 2.6.1 Cat (and other animal) facts API -- 2.6.2 Random avatar API -- 2.6.3 DuckDuckGo's search engine API -- 2.6.4 Pirate talk API -- 2.7 HTTP for the brave -- Summary -- 3 Our first taste of OpenAPI definitions -- 3.1 The problem -- 3.2 Introducing the OpenAPI specification -- 3.3 A quick refresher on YAML -- 3.3.1 From JSON to YAML -- 3.4 Describing our first operation -- 3.5 Extending our first operation -- Summary -- 4 Using Swagger Editor to write OpenAPI definitions -- 4.1 Introducing Swagger Editor -- 4.1.1 The Editor panel -- 4.1.2 The UI Docs panel -- 4.1.3 The toolbar…”

Tabla de Contenidos: “…3 Managing component state with the useReducer hook -- 3.1 Updating multiple state values in response to a single event -- 3.1.1 Taking users out of the movie with unpredictable state changes -- 3.1.2 Keeping users in the movie with predictable state changes -- 3.2 Managing more complicated state with useReducer -- 3.2.1 Updating state using a reducer with a predefined set of actions -- 3.2.2 Building a reducer for the BookablesList component -- 3.2.3 Accessing component state and dispatching actions with useReducer -- 3.3 Generating the initial state with a function -- 3.3.1 Introducing the WeekPicker component -- 3.3.2 Creating utility functions to work with dates and weeks -- 3.3.3 Building the reducer to manage dates for the component -- 3.3.4 Passing an initialization function to the useReducer hook -- 3.3.5 Updating BookingsPage to use WeekPicker -- 3.4 Reviewing some useReducer concepts -- Summary -- 4 Working with side effects -- 4.1 Exploring the useEffect API with simple examples -- 4.1.1 Running side effects after every render -- 4.1.2 Running an effect only when a component mounts -- 4.1.3 Cleaning up side effects by returning a function -- 4.1.4 Controlling when an effect runs by specifying dependencies -- 4.1.5 Summarizing the ways to call the useEffect hook -- 4.1.6 Calling useLayoutEffect to run an effect before the browser repaints -- 4.2 Fetching data -- 4.2.1 Creating the new db.json file -- 4.2.2 Setting up a JSON server -- 4.2.3 Fetching data within a useEffect hook -- 4.2.4 Working with async and await -- 4.3 Fetching data for the BookablesList component -- 4.3.1 Examining the data-loading process -- 4.3.2 Updating the reducer to manage loading and error states -- 4.3.3 Creating a helper function to load data -- 4.3.4 Loading the bookables -- Summary -- 5 Managing component state with the useRef hook…”

Tabla de Contenidos: “…. -- How it works... -- Parsing JSON -- Getting ready -- How to do it... -- Getting paged results from APIs (Iterative Macros) -- Getting ready -- How to do it... -- There's more... -- Chapter 12: Developer Tools -- Executing external programs/batches/scripts from inside a workflow -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Basic Python usage - performing optical character recognition (OCR) from images -- Getting ready -- How to do it... -- How it works... -- Using binary large objects (blobs) to read and write raw/binary fields -- Getting ready…”

Tabla de Contenidos: “…-- MongoDB terminology -- Setting up MongoDB -- Initializing the MongoDB database -- Integrating microservices with MongoDB -- Working with user resources -- GET api/v1/users -- GET api/v1/users/[user_id] -- POST api/v1/users -- PUT api/v1/users/[user_id] -- DELETE api/v1/users -- Working with the tweets resources -- GET api/v2/tweets -- GET api/v2/tweets/[user_id] -- POST api/v2/tweets -- Summary -- Chapter 5: Building WebViews with React -- Understanding React -- Setting up the React environment -- Installing node -- Creating package.json -- Building webViews with React -- Integrating webView with microservices -- User authentication -- Login user -- Sign up user -- User profile -- Log out users -- Testing the React webViews -- Jest -- Selenium -- Summary -- Chapter 6: Creating UIs to Scale with Flux -- Understanding Flux -- Flux concepts -- Adding dates to UI -- Building user interfaces with Flux -- Actions and dispatcher -- Stores -- Summary -- Chapter 7: Learning Event Sourcing and CQRS -- Introduction -- Understanding Event Sourcing -- Laws of Event Sourcing -- Introduction to CQRS -- Advantages of the CQRS-ified architecture -- Challenges related to ES and CQRS -- Overcoming challenges -- Problem solving -- Explanation of the problem -- The solution -- Kafka as an eventstore -- Applying Event Sourcing with Kafka -- How it works -- Summary…”

Tabla de Contenidos: “…Skinnable TextButton Component -- Skinnable ChoiceDialog Component -- Chapter 6 Anatomy of a JavaFX Application -- What You Will Learn -- 6.1 Project Piano -- 6.2 PianoKey Components -- Class PianoKey -- Subclass WhiteKey -- Single Key Application -- Subclass BlackKey -- Two Key Application -- 6.3 Building the Keyboard -- 6.4 SwingButtons and Animation -- 6.5 Adding Help and Improving Visual Effects -- 6.6 Source Code for Project Piano -- Chapter 7 Animation -- What You Will Learn -- 7.1 Timelines -- Animation Basics-Moving an Object -- Animating Multiple Targets -- Animating Multiple Targets Independently -- Animating Groups -- Animation and Binding -- 7.2 Timeline Actions -- Using action with a Digital Clock Display -- Using action with a Progress Bar -- 7.3 Transitions -- Transition Basics-Simple Movement -- ScaleTransition -- Rotate and Fade Transitions -- Compound Transitions -- 7.4 Path Animation -- Creating a Path -- PathTransition -- 7.5 Chutes and Ladders -- Class PathBall (PathBall.fx) -- Main Program (Main.fx) -- Chapter 8 Working with Images -- What You Will Learn -- 8.1 Using Image -- Class Image -- 8.2 Using ImageView -- Scaling -- Transformation and Effects Menagerie -- 8.3 Building a Wall of Photos -- 8.4 Mouse Dragging -- 8.5 Animated Photo Carousel -- Photo Carousel Scene Graph -- CarouselPhoto Animation -- CarouselPhoto Custom Node -- Carousel Custom Node -- Class CarouselImage -- Main Script -- Chapter 9 Web Services -- What You Will Learn -- 9.1 JavaFX Pull Parsers -- XML Parsing -- JSON Parsing -- Animated Photo Carousel -- 9.2 JavaFX HttpRequest -- Using HttpRequest -- 9.3 Flickr: Interesting Photos -- Flickr -- Interesting Photos -- 9.4 Flickr: Searching with Tags -- 9.5 Flickr: Getting User Photos -- Chapter 10 Mobile Applications -- What You Will Learn -- 10.1 JavaFX Mobile-What Does It Mean? …”

Tabla de Contenidos: “…Creating a class that has orderable objects -- Deleting from a list of complicated objects -- Chapter 9: Functional Programming Features -- Writing generator functions with the yield statement -- Applying transformations to a collection -- Using stacked generator expressions -- Picking a subset - three ways to filter -- Summarizing a collection - how to reduce -- Combining the map and reduce transformations -- Implementing ``there exists'' processing -- Creating a partial function -- Writing recursive generator functions with the yield from statement -- Chapter 10: Working with Type Matching and Annotations -- Designing with type hints -- Using the built-in type matching functions -- Using the match statement -- Handling type conversions -- Implementing more strict type checks with Pydantic -- Including run-time valid value checks -- Chapter 11: Input/Output, Physical Format, and Logical Layout -- Using pathlib to work with filenames -- Replacing a file while preserving the previous version -- Reading delimited files with the CSV module -- Using dataclasses to simplify working with CSV files -- Reading complex formats using regular expressions -- Reading JSON and YAML documents -- Reading XML documents -- Reading HTML documents -- Chapter 12: Graphics and Visualization with Jupyter Lab -- Starting a Notebook and creating cells with Python code -- Ingesting data into a notebook -- Using pyplot to create a scatter plot -- Using axes directly to create a scatter plot -- Adding details to markdown cells -- Including Unit Test Cases in a Notebook -- Chapter 13: Application Integration: Configuration -- Finding configuration files -- Using TOML for configuration files -- Using Python for configuration files -- Using a class as a namespace for configuration -- Designing scripts for composition -- Using logging for control and audit output…”

Tabla de Contenidos: “…3.1 MÓDULO SOCKETS -- 3.1.1 RESOLVER DOMINIOS Y DIRECCIONES IPS -- 3.1.2 SOCKET CLIENTE-SERVIDOR -- 3.2 PROTOCOLO HTTP -- 3.2.1 MÓDULO HTTPLIB -- 3.3 MÓDULOS URLLIB, URLLIB2, URLLIB3, HTTPLIB2 -- 3.3.1 MÓDULO URLLIB -- 3.3.2 MÓDULO URLLIB2 -- 3.3.3 MÓDULO URLLIB3 -- 3.3.4 MÓDULO HTTPLIB2 -- 3.4 LIBRERÍA REQUESTS -- 3.4.1 PETICIONES JSON -- 3.4.2 PETICIONES POST -- 3.4.3 PETICIONES API REST -- 3.4.4 USANDO PROXYS CON REQUESTS -- 3.5 MECANISMOS DE AUTENTICACIÓN CON PYTHON -- 3.5.1 HTTP BASIC -- 3.5.2 HTTP DIGEST -- 3.6 EJERCICIOS PRÁCTICOS -- 3.7 RESUMEN -- 3.8 BIBLIOGRAFÍA -- 3.9 AUTOEVALUACIÓN UNIDAD 3 -- 3.10 LECTURAS RECOMENDADAS -- 3.11 GLOSARIO DE TÉRMINOS -- 4 RECOLECCIÓN DE INFORMACIÓN CON PYTHON -- INTRODUCCIÓN -- OBJETIVOS DE LA UNIDAD DIDÁCTICA -- 4.1 UTILIZANDO PYTHON PARA EL ACCESO A (...) -- 4.1.1 FILTROS EN SHODAN -- 4.1.2 BÚSQUEDAS EN SHODAN -- 4.1.3 BÚSQUEDA DE SERVIDORES FTP -- 4.2 UTILIZANDO PYTHON PARA LA OBTENCIÓN (...) -- 4.2.1 MÓDULO PYTHON WHOIS -- 4.3 OBTENER INFORMACIÓN SOBRE SERVIDORES (...) -- 4.3.1 PROTOCOLO DNS -- 4.3.2 SERVIDORES DNS -- 4.3.3 MÓDULO DNSPYTHON -- 4.4 PROCESOS DE FUZZING CON EL MÓDULO PYWEBFUZZ -- 4.4.1 PROYECTO FUZZDB -- 4.4.2 MÓDULO PYWEBFUZZ -- 4.5 EJERCICIOS PRÁCTICOS -- 4.6 RESUMEN -- 4.7 BIBLIOGRAFÍA -- 4.8 AUTOEVALUACIÓN UNIDAD 4 -- 4.9 LECTURAS RECOMENDADAS -- 4.10 GLOSARIO DE TÉRMINOS -- 5 EXTRACCIÓN DE INFORMACIÓN CON PYTHON -- INTRODUCCIÓN -- OBJETIVOS DE LA UNIDAD DIDÁCTICA -- 5.1 GEOLOCALIZACIÓN CON PYGEOIP Y PYGEOCODER -- 5.1.1 PYGEOIP -- 5.1.2 PYGEOCODER -- 5.2 EXTRACCIÓN DE DATOS DE IMÁGENES -- 5.3 EXTRACCIÓN DE DATOS DE DOCUMENTOS PDF -- 5.4 IDENTIFICAR LA TECNOLOGÍA USADA POR (...) -- 5.5 EJERCICIOS PRÁCTICOS -- 5.6 RESUMEN -- 5.7 BIBLIOGRAFÍA -- 5.8 AUTOEVALUACIÓN UNIDAD 5 -- 5.9 LECTURAS RECOMENDADAS -- 5.10 GLOSARIO DE TÉRMINOS -- 6 WEBSCRAPING CON PYTHON -- INTRODUCCIÓN…”