Tabla de Contenidos: “…Adding a data table to the figure -- Using subplots -- Customizing grids -- Creating contour plots -- Filling an under-plot area -- Drawing polar plots -- Visualizing the filesystem tree using a polar bar -- Customizing matplotlib with style -- Chapter 5: Making 3D Visualizations -- Introduction -- Creating 3D bars -- Creating 3D histograms -- Animating in matplotlib -- Animating with OpenGL -- Chapter 6: Plotting Charts with Images and Maps -- Introduction -- Processing images with PIL -- Plotting with images -- Displaying images with other plots in the figure -- Plotting data on a map using Basemap -- Plotting data on a map using the Google Map API -- Generating CAPTCHA images -- Chapter 7: Using the Right Plots to Understand Data -- Introduction -- Understanding logarithmic plots -- Understanding spectrograms -- Creating stem plot -- Drawing streamlines of vector flow -- Using colormaps -- Using scatter plots and histograms -- Plotting the cross correlation between two variables -- Importance of autocorrelation -- Chapter 8: More on matplotlib Gems -- Introduction -- Drawing barbs -- Making a box and a whisker plot -- Making Gantt charts -- Making error bars -- Making use of text and font properties -- Rendering text with LaTeX -- Understanding the difference between pyplot and OO API -- Chapter 9: Visualizations in the Clouds with Plot.ly -- Introduction -- Creating line charts -- Creating bar charts -- Plotting a 3D trefoil knot -- Visualizing maps and bubbles -- Index…”

Tabla de Contenidos: “…Checking options in the Select elementChecking selected options in dropdowns and lists; Automating radio buttons and radio groups; Automating checkboxes; Working with WebTables; Chapter 4: Working with Selenium API; Introduction; Checking an element's presence; Checking an element's state; Using Advanced User Interactions API for mouse and keyboard events; Performing double-click on an element; Performing drag-and-drop operations; Working with context menus; Executing JavaScript code; Capturing screenshots with Selenium WebDriver; Maximizing the browser window; Handling session cookies…”

Tabla de Contenidos: “…ProblemSolution; Discussion; 1.3 Compiling, Running, and Testing with an IDE; Problem; Solution; Discussion; See Also; 1.4 Using CLASSPATH Effectively; Problem; Solution; Discussion; 1.5 Using the com.darwinsys API Classes from This Book; Problem; Solution; Discussion; 1.6 Compiling the Source Code Examples from This Book; Problem; Solution; Discussion; A caveat; 1.7 Automating Compilation with Ant; Problem; Solution; Discussion; See Also; 1.8 Running Applets; Problem; Solution; Discussion; See Also; 1.9 Dealing with Deprecation Warnings; Problem; Solution; Discussion…”

Tabla de Contenidos: “…; What Kinds of Glassware Can You Develop?; Mirror API-Based Glassware; GDK Glassware; When to Use Which; Google's Glassware Policies; Why This Book?…”

Tabla de Contenidos: “…Cover -- Copyright -- Credits -- About the Author -- About the Reviewers -- www.PacktPub.com -- Table of Contents -- Preface -- Chapter 1: A Few Basics -- REST principles -- Uniform interface -- Client-Server -- Stateless -- Cacheable -- Layered system -- Code on demand -- The Spring Framework and REST -- Our RESTful web service -- Architecture -- Data model -- Summary -- Chapter 2: Building RESTful Web Services with Maven and Gradle -- Apache Maven -- Dependency management in Apache Maven -- Gradle -- Dependency management in Gradle -- The structure of our sample web service -- The anatomy of a Service Module -- Local versus Remote Service Invocations -- Developing RESTful web services -- Working with your favorite IDE -- Making services executable -- Starting services with Maven -- Summary -- Chapter 3: The First Endpoint -- The Inventory service -- REST and the MVC pattern -- Request mapping -- Path mapping -- HTTP method mapping -- Request parameter mapping -- Running the service -- A few words on data representation -- Summary -- Chapter 4: Data Representation -- The Data-Transfer-Object design pattern -- The API response format -- The envelope format -- Error management -- Pagination support -- Customizing JSON responses -- API evolutions -- HATEOAS -- Versioning strategies -- URI versioning -- Representation versioning -- Other approaches -- Summary -- Chapter 5: CRUD Operations in REST -- Mapping CRUD operations to HTTP methods -- Creating resources -- Quickly testing endpoints -- JSON versus form data -- Updating resources -- The update endpoint -- Testing update requests -- Deleting resources -- Overriding the HTTP method -- Summary -- Chapter 6: Performance -- HTTP compression -- Content negotiation -- gzip or deflate? …”

Tabla de Contenidos: “…Writing MySQL-Based Programs; 2.0 Introduction; Assumptions; MySQL Client API Architecture…”

Tabla de Contenidos: “…Buffers; Buffer Basics; Attributes; Buffer API; Accessing; Filling; Flipping; Draining; Compacting; Marking; Comparing; Bulk Moves; Creating Buffers; Duplicating Buffers…”

Tabla de Contenidos: “…Exclusive start keyScanning tables; Parallel scanning; Summary; Chapter 6: Working with the DynamoDB API; Data format; HTTP requests; Request header; Request body; Response header; Error handling; Client-side error with status code 400 - retry not needed; AccessDeniedException; ConditionalCheckFailedException; IncompleteSignatureException; LimitExceededException; MissingAuthenticationTokenException; ResourceInUseException; ResourceNotFoundException; ValidationException; Client-side error with status code 400 - retry possible; ProvisionedThroughputExceededException…”

Tabla de Contenidos: “…Professional ASP.Net MVC 4; Contents; Chapter 1: Getting Started; A Quick Introduction to ASP.NET MVC; How ASP.NET MVC Fits in with ASP.NET; The MVC Pattern; MVC as Applied to Web Frameworks; The Road to MVC 4; ASP.NET MVC 1 Overview; ASP.NET MVC 2 Overview; ASP.NET MVC 3 Overview; MVC 4 Overview; ASP.NET Web API; Enhancements to Default Project Templates; Mobile Project Template using jQuery Mobile; Display Modes; Bundling and Minification; Included Open Source Libraries; Miscellaneous Features; Open Source Release; Creating an MVC 4 Application; Software Requirements for ASP.NET MVC 4…”

Tabla de Contenidos: “…The Classic Cloud Architecture; The REST Approach; Cloud Databases; Introducing Amazon SimpleDB; The SimpleDB Approach to Cloud Storage; The SimpleDB API; Putting the To-Do List App in the Cloud; Introducing the simpledb Library; Building a Command-Line Client; Working on Cloud Time; Running a Cloud Server; Synchronizing with the Cloud; Summary; Chapter 7: Enhancing the User Experience; Creating a Classic Tab Bar Interface; Implementing the jQuery Mobile Solution; Using the iScroll Solution; Enabling Mobile Audio and Video; Playing Audio in Your App…”

Tabla de Contenidos: “…Cover; Copyright; Credits; About the Authors; About the Reviewer; Table of Contents; Preface; Chapter 1: Architecture of FreeSWITCH; A revolution has begun and secrets have been revealed; The FreeSWITCH design: modular, scalable, stable; Important modules: Endpoint and Dialplan; Complex applications made simple; Voicemail; Multi-party conferencing; The FreeSWITCH API (FSAPI); The XML registry; Language modules; The default configuration; Summary; Chapter 2: Building and Installation; Setting up the FreeSWITCH environment; Operating system; Operating system prerequisites; Linux/Unix; Mac OS X…”

Tabla de Contenidos: “…Broadcasting to all connected clients except the callerBroadcasting to all clients except the specified ones; Broadcasting to all clients in a group except the caller; Broadcasting from outside a Hub; Using the return value of a Hub method; Chapter 3: Using the JavaScript Hubs Client API; Introduction; Starting a Hub connection; Setting up connection transport strategies; Calling a server-side Hub method; Adding a client-side method on the proxy and calling it from the server; Managing errors across a complex asynchronous workflow; Chapter 4: Using the .NET Hubs Client API; Introduction…”

Tabla de Contenidos: “…Html and Url Helper ClassesASP.NET MVC's Razor View Page Rendering Life Cycle; Precompiling Razor Views; Precompiling Razor Views in an ASP.NET MVC application; Compiling views from MSBuild; Chapter 5. The Razor API; Razor Templates: From Markup to .NET Code; 1. …”

Tabla de Contenidos: “…Cover -- Copyright and Credits -- Dedication -- Packt Upsell -- Contributors -- Table of Contents -- Preface -- Chapter 1: Journey to the Spring World -- Spring modularity -- Spring Core Framework -- Core container -- Spring Messaging -- Spring AMQP -- Spring for Apache Kafka -- Spring JMS -- Spring Web MVC -- Spring WebFlux -- Spring Data -- Spring Security -- Spring Cloud -- Spring Cloud Netflix -- Spring Cloud Config -- Spring Cloud Consul -- Spring Cloud Security -- Spring Cloud Bus -- Spring Cloud Stream -- Spring Integration -- Spring Boot -- Microservices and Spring Boot -- Setting up our development environment -- Installing OpenJDK -- Installing Maven -- Installing IDE -- IntelliJ IDEA -- Spring Tools Suite -- Installing Docker -- Introducing Docker concepts -- Docker images -- Containers -- Docker networks -- Docker volumes -- Docker commands -- Docker run -- Docker container -- Docker network -- Docker volume -- Summary -- Chapter 2: Starting in the Spring World - the CMS Application -- Creating the CMS application structure -- The CMS project -- Project metadata section -- The dependencies section -- Generating the project -- Running the application -- Looking under the hood -- Running the application -- IntelliJ IDEA -- Command line -- Command line via the Maven goal -- Command line via the JAR file -- Creating the REST resources -- Models -- Adding Lombok dependency -- Creating the models -- Tag -- Category -- User -- News -- Hello REST resources -- Creating the CategoryResource class -- UserResource -- NewsResource -- Adding service layer -- Changes in the model -- Adding a new review -- Keeping the news safely -- Before starting the service layer -- CategoryService -- UserService -- NewsService -- Configuring Swagger for our APIs -- Adding dependencies to pom.xml -- Configuring Swagger -- First documented API…”

Tabla de Contenidos: “…Avro -- Avro Data Types and Schemas -- In-Memory Serialization and Deserialization -- The Specific API -- Avro Datafiles -- Interoperability -- Python API -- Avro Tools -- Schema Resolution -- Sort Order -- Avro MapReduce -- Sorting Using Avro MapReduce -- Avro in Other Languages -- Chapter 13. …”

Tabla de Contenidos: “…Creating I/O-Based Tasks -- Error Handling -- Ignoring Errors -- .NET 4.0 -- .NET 4.5 -- Designing Task-Based APIs -- Cancellation -- Progress -- Task Relationships -- Chaining Tasks (Continuations) -- Why Use Continuations? …”

Tabla de Contenidos: “…Use the checks-effects-interactions pattern -- DoS with block gas limit -- Handling errors in external calls -- Best practices in smart contracts -- Writing upgradable smart contracts -- Economic consideration of smart contract execution -- Types of smart contract -- Putting it all together - rental property leasing -- Summary -- Chapter 7: Web3 API Fundamentals -- Technical requirements -- Introducing Web 3.0 -- Setting up an Ethereum environment -- Installing Geth -- Setting up a private Ethereum network -- Generating and configuring the genesis file -- Initializing the chain instance -- Starting a Geth node -- Connecting to Ethereum networks -- Learning the fundamentals of web3.js - the Ethereum JavaScript API -- web3.js project setup -- web3.js Account -- web3.js ABI -- Web3 providers -- Setting up the Ethereum testnet environment -- The web3.js Transaction API -- Getting started with web3.py -- Prerequisites -- Introducing Web3j - Web3 Java Ethereum DApp API -- Setting up a simple Spring Boot application -- Checking the balances of Ethereum accounts -- solc and the Web3j CLI -- Deploying smart contracts using Web3j -- Transacting with a smart contract -- Querying the state of a smart contract -- Summary -- Chapter 8: Developing Your Own Cryptocurrency -- Technical requirements -- Understanding token standards -- ERC-1155 -- Batch transfers -- Batch balance -- Batch approval -- ERC-1155's TokenReceiver -- Setting up an Ethereum development environment -- Working with Truffle -- Creating an ERC-20 token - MyERC20Token -- Creating basic token information -- Defining and implementing the ERC-20 interface -- Assigning an admin role -- Working with the whitelist function -- Locking and unlocking an account -- The mint and burn tokens -- Creating an ERC-721 token - DigitalArtERC721Token -- Designing the decentralized digital art marketplace…”

Tabla de Contenidos: “…Ein Regressions-MLP mit der Sequential API erstellen -- Komplexe Modelle mit der Functional API bauen -- Dynamische Modelle mit der Subclassing API bauen -- Ein Modell sichern und wiederherstellen -- Callbacks -- TensorBoard zur Visualisierung verwenden -- Feinabstimmung der Hyperparameter eines neuronalen Netzes -- Anzahl verborgener Schichten -- Anzahl Neuronen pro verborgene Schicht -- Lernrate, Batchgröße und andere Hyperparameter -- Übungen -- Kapitel 11: Trainieren von Deep-Learning-Netzen -- Das Problem schwindender/explodierender Gradienten -- Initialisierung nach Glorot und He -- Nicht sättigende Aktivierungsfunktionen -- Batchnormalisierung -- Gradient Clipping -- Wiederverwenden vortrainierter Schichten -- Transfer Learning mit Keras -- Unüberwachtes Vortrainieren -- Vortrainieren anhand einer Hilfsaufgabe -- Schnellere Optimierer -- Momentum Optimization -- Beschleunigter Gradient nach Nesterov -- AdaGrad -- RMSProp -- Adam-Optimierung -- Scheduling der Lernrate -- Vermeiden von Overfitting durch Regularisierung -- l1- und l2-Regularisierung -- Drop-out -- Monte-Carlo-(MC-)-Drop-out -- Max-Norm-Regularisierung -- Zusammenfassung und praktische Tipps -- Übungen -- Kapitel 12: Eigene Modelle und Training mit TensorFlow -- Ein kurzer Überblick über TensorFlow -- TensorFlow wie NumPy einsetzen -- Tensoren und Operationen -- Tensoren und NumPy -- Typumwandlung -- Variablen -- Andere Datenstrukturen -- Modelle und Trainingsalgorithmen anpassen -- Eigene Verlustfunktion -- Modelle mit eigenen Komponenten sichern und laden -- Eigene Aktivierungsfunktionen, Initialisierer, Regularisierer und Constraints -- Eigene Metriken -- Eigene Schichten -- Eigene Modelle -- Verlustfunktionen und Metriken auf Modell-Interna basieren lassen -- Gradienten per Autodiff berechnen -- Eigene Trainingsschleifen -- Funktionen und Graphen in TensorFlow…”

Tabla de Contenidos: “…-- Authentication -- Getting to grips with APIs -- RPC APIs -- SOAP APIs -- REST APIs -- WebSocket APIs…”

Tabla de Contenidos: “…-- Introducing check suites -- Interacting with the Checks API -- Understanding commit statuses -- What are commit statuses? …”