Tabla de Contenidos: “…Tagging and categorising words -- Creating features from text data -- Stemming -- Bagging and random forests -- Testing our prepared data -- Further reading -- Summary -- Chapter 7: Feature Engineering Part II -- Introduction -- Creating a feature set -- Engineering features for ML applications -- Using rescaling techniques to improve the learnability of features -- Creating effective derived variables -- Reinterpreting non-numeric features -- Using feature selection techniques -- Performing feature selection -- Feature engineering in practice -- Acquiring data via RESTful APIs -- Testing the performance of our model -- Twitter -- Deriving and selecting variables using feature engineering techniques -- Further reading -- Summary -- Chapter 8: Ensemble Methods -- Introducing ensembles -- Understanding averaging ensembles -- Using bagging algorithms -- Using random forests -- Applying boosting methods -- Using XGBoost -- Using stacking ensembles -- Applying ensembles in practice -- Using models in dynamic applications -- Understanding model robustness -- Identifying modeling risk factors -- Strategies to managing model robustness -- Further reading -- Summary -- Chapter 9: Additional Python Machine Learning Tools -- Alternative development tools -- Introduction to Lasagne -- Getting to know Lasagne -- Introduction to TensorFlow -- Getting to know TensorFlow -- Using TensorFlow to iteratively improve our models -- Knowing when to use these libraries -- Further reading -- Summary -- Appendix: Chapter Code Requirements -- Index…”

Tabla de Contenidos: “…_domPrefixes; Undetectable features; Summary; Chapter 7: Observer Design Pattern; Overview; When to use it; Advantages; Disadvantages; Different implementations of the observer; Event dispatcher/listener; Publish/subscribe; Push versus pull; Sample code; Understanding patterns in API; Observer with topics; Observer pattern using jQuery.Callbacks; Implementing the observer pattern using TDD…”

Tabla de Contenidos: “…Cover; Copyright; Credits; About the Author; About the Reviewers; www.PacktPub.com; Table of Contents; Preface; Chapter 1: The First App; How Java and Android work together; The Android API; Java is object-oriented; What exactly is Android?…”

Tabla de Contenidos: “…Cookies; Adding Data to Web Storage; Smoothing Animations with requestAnimationFrame; A New Perspective on Frame Updates; Code Compatibility with Polyfills; Adding Sound with HTML5 ; The HTML5 Audio API; Popping Bubbles: Complete with Sound; Summary; Further Practice; Chapter 8: Next Steps in HTML5; Saving and Retrieving Data; AJAX…”

Tabla de Contenidos: “…Cover; Copyright; Credits; About the Authors; About the Reviewer; www.PacktPub.com; Table of Contents; Preface; Chapter 1: Introducing OpenStack Trove; Database as a Service; Advantages; Reduced database management costs; Faster provisioning and standardization; Easier administration; Scaling and efficiency; Trove; Architecture; Shared components; API; The task manager; The guest agent; The conductor; Terminology; Datastore; Datastore version; Instance; Configuration group; Flavor; Database; A multi-datastore scenario; Database software distribution support; Putting it all together; Use cases…”

Tabla de Contenidos: “…Apple OS X application bundles.NET common language runtime (CLR) / Java; Debugging/disassembly; gdb/ddd; Ollydbg; Immunity Debugger; Decompilers; System calls and tracing; Finding the program impact; Playing Safely; Conclusions; Exercises; Bibliography; Chapter 10 - Malware; Introduction; Malware categories; Virus; Worm; Rootkit; Macro Virus; Trojan; Botnet; Construction Kits; Using research; Getting infected; Drive-by Attacks and Watering Holes; Code Injection and File Replacement; Droppers; Boot Infections; DLL Injection and API Hooking; Crypto Lockers and Ransomware…”

Tabla de Contenidos: “…Process Tasks in Completion OrderLimiting the parallelism degree; Setting a task timeout; Asynchronous patterns; Asynchronous Programming Model; Event-based Asynchronous Pattern; Task-based Asynchronous Pattern; Concurrent patterns; Parallel pipelines; Summary; Chapter 8: Server-side Asynchrony; Server applications; The OWIN Web API framework; Load testing and scalability; I/O and CPU-bound tasks; Deep dive into asynchronous I/O; Real and fake asynchronous I/O operations; Synchronization context; CPU-bound tasks and queues; Summary; Chapter 9: Concurrency in the User Interface…”

Tabla de Contenidos: “…Accessing Ceph object storage using S3 APIAccessing Ceph object storage using the Swift API; Integrating RADOS Gateway with OpenStack Keystone; Configuring Ceph federated gateways; Testing the radosgw federated configuration; Building file sync and share service using RGW; Chapter 4: Working with the Ceph Filesystem; Introduction; Understanding Ceph Filesystem and MDS; Deploying Ceph MDS; Accessing CephFS via kernel driver; Accessing CephFS via FUSE client; Exporting Ceph Filesystem as NFS; ceph-dokan - CephFS for Windows clients; CephFS a drop-in replacement for HDFS…”

Tabla de Contenidos: “…Terrestrial TV for Mobile Devices DVB-H; Chapter 7 Digital Tv By Broadband; Broadband IPTV; Internet TV; Software Media Player Options; Internet Via Satellite; Chapter 8 Choosing The Right Box; Digital Receivers; Digital TV with Interactive Services; Digital Receiver Firmware; The Application Interface; The API of the Future; The Media Gateway Dream; The Media Terminal; Chapter 9 Connecting The Devices; The Antenna System for Terrestrial Signals; Connecting the Digital Receiver to the TV and Other Video Devices; Using Scart Cables; Connecting a Satellite Dish to Multiple Receivers…”

Tabla de Contenidos: “…Animated GIF (Graphics Image Format) FileAnonymous FTP (Anonymous File Transfer Protocol); Anonymous Remailer; Antenna Farm; Antenna Gain; Antialiasing; Anti-virus Software; Apache Web Server; APD (Avalanche Photodiode); API (Application Program Interface); APIPA (Automatic Private IP Addressing); Apogee; Apple; Applet; Appletalk; Application; Application Layer; Application Program Interface; Application Server; Application Service Provider; Application Sharing; Application-Specific Integrated Circuit; Archive; ARPANet (Advanced Research Projects Agency Network); Array; Artifact…”

Tabla de Contenidos: “…Using the Right Person for Each TaskIntegration with Enterprise Java APIs; Other Solutions; Active Server Pages (ASP); PHP; ColdFusion; Java servlet template engines; The JSP Advantage; What You Need to Get Started; HTTP and Servlet Basics; The HTTP Request/Response Model; Requests in Detail; Responses in Detail; Request Parameters; Request Methods; Servlets; Advantages over Other Server-Side Technologies; Servlet Containers; Servlet Contexts and Web Applications; JSP Overview; The Problem with Servlets; The Anatomy of a JSP Page; JSP Processing; JSP Elements; Directive elements…”

Tabla de Contenidos: “…XNA; Visual Studio 2010; Installing the Windows Phone Developer Tools; Creating a Test Application; Conclusion; CHAPTER 5 Windows Phone 7: Buildingthe Logon Form and ConsumingREST Services; Creating the Project; Building the Logon Form; Running the Logon Form; Calling the Services; Testing HttpHelper; Special Note on MessageBox; Building Out the API and User Service Proxies; Implementing the Authenticate Method…”

Tabla de Contenidos: “…; Using the Codex; Function Reference; WordPress APIs; Codex Controversy; Don't Hack the Core!; Why Not?…”

Tabla de Contenidos: “…Chapter 6: Write Magento 2.0 Extensions - a Great Place to GoMagento development overview; Using the Zend framework; Magento 2.0 extension structure; Developing your first Magento extension; The Twitter REST API; The TweetsAbout module structure; Using TwitterOAuth to authenticate our extension; Developing the module; Controllers; Blocks; Observer; Views; CSS; Deploying the module; Magento Connect; Packaging and publishing your module; Summary; Chapter 7: Go Mobile with Magento 2.0!…”

Tabla de Contenidos: “…Site Reputation; Trends; Social Network Activity; How Are My Site and Content Being Used Elsewhere?; API Access and Usage; Mashups, Stolen Content, and Illegal Syndication; Integration with Legacy Systems; The Tools at Our Disposal; Collection Tools; Search Systems; Testing Services; Chapter 4. …”

Tabla de Contenidos: “…Printing; Printing in Java 1.1; Printing in Java 1.2; Printing Single-Page Objects; Printing Multipage Documents; Efficiency Issues in the Java 1.2 Printing API; Chapter 6. Data Transfer; The Data Transfer Framework; The DataFlavor Class; The Transferable Interface; Cut-and-Paste; Drag-and-Drop; A Data Source; A Data Sink; Chapter 7. …”

Tabla de Contenidos: “…XML-The Backbone of Web Services; 2.1 XML from 33,000 feet; 2.2 What XML is all about; 2.3 The very basics of XML; 2.4 Contrasting XML against HTML; 2.5 DTDs and XML schema; 2.6 XSL and XSL: Making XML presentable; 2.7 XML editors and XML APIs…”

Tabla de Contenidos: “…Introduction and Essential Concepts; The C Library; The C Compiler; APIs and ABIs; ABIs; Standards; C Language Standards; Linux and the Standards; This Book and the Standards; Concepts of Linux Programming; Directories and links; Hard links; Symbolic links; Special files; Filesystems and namespaces; Processes; Process hierarchy; Users and Groups; Permissions; Signals; Interprocess Communication…”

Tabla de Contenidos: “…The UTF-8 EncodingUTF-8 Web Applications; Handling Output; Handling Input; Using UTF-8 with PHP; Using UTF-8 with Other Languages; Using UTF-8 with MySQL; Using UTF-8 with Email; Using UTF-8 with JavaScript; Using UTF-8 with APIs; Data Integrity and Security; Data Integrity Policies; Good, Valid, and Invalid; Filtering UTF-8; Filtering Control Characters; Filtering HTML; Why Use HTML?…”

Tabla de Contenidos: “…Package RegistrationXUL-to-Server Communications; Configuring the Server; The Client/Server Protocol; The client-side request; The server-side response; When Things Go Wrong; Adding a Database; Creating the database; Creating account tables; Creating database user accounts; Connecting PHP to MySQL; Calling the MySQLi API; When Things Go Wrong; Serving XUL Files; Creating a XUL File to Be Served; Configuring the Server; PHP Serving XUL; Using PHP require(); PHP serving XUL files; Logic changes; Summary; Multiframe XUL; Dividing the Display Area; Editing Documents…”