Tabla de Contenidos: “…-- Exploring image captioning datasets -- Downloading the dataset -- Converting words into embeddings -- Image captioning approaches -- Conditional random field -- Recurrent neural network on convolution neural network -- Caption ranking -- Dense captioning -- RNN captioning -- Multimodal captioning -- Attention-based captioning -- Implementing a caption generation model -- Summary -- Chapter 4: Building GANs for Conditional Image Creation -- Introducing GANs -- The key is in the adversarial approach -- A cambrian explosion -- DCGANs -- Conditional GANs -- The project -- Dataset class -- CGAN class -- Putting CGAN to work on some examples -- MNIST -- Zalando MNIST -- EMNIST -- Reusing the trained CGANs -- Resorting to Amazon Web Service -- Acknowledgements -- Summary -- Chapter 5: Stock Price Prediction with LSTM -- Input datasets - cosine and stock price -- Format the dataset -- Using regression to predict the future prices of a stock -- Long short-term memory - LSTM 101 -- Stock price prediction with LSTM…”

Tabla de Contenidos: “…Obtaining an IP AddressIP Classes; Reserved IP Addresses; Public and Private IP Addresses; IP Subnetting; The Subnet Mask; Everything Divided in Two; A Different Approach; IP Supernetting or CIDR; How the Internet Works; Summary; Chapter 2: Security Threats; Layer 1 Security Threats; Layer 2 Security Threats; MAC Attacks; DHCP Attacks; ARP Attacks; STP and VLAN-Related Attacks; Layer 3 Security Threats; Packet Sniffing; IP Spoofing; Routing Protocols Attacks; ICMP Attacks; Teardrop Attacks; Layer 4 Security Threats; TCP Attacks; UDP Attacks; TCP and UDP Port Scan Attacks…”

Tabla de Contenidos: “…Relief, sunken, and raised appearance of widgetsCreating tooltips using Python; How to use the canvas widget; Chapter 4: Data and Classes; Introduction; How to use StringVar(); How to get data from a widget; Using module-level global variables; How coding in classes can improve the GUI; Writing callback functions; Creating reusable GUI components; Chapter 5: Matplotlib Charts; Introduction; Creating beautiful charts using Matplotlib; Matplotlib - downloading modules using pip; Matplotlib - downloading modules with whl extensions; Creating our first chart; Placing labels on charts…”

Tabla de Contenidos: “…4.1.1 Basic Properties of Characteristic Functions4.1.2 Divisibility and Self-Decomposability of Loss Random Variables; 4.2 Characterizing Heavy-Tailed α-Stable Severity Models; 4.2.1 Characterisations of α-Stable Severity Models via the Domain of Attraction; 4.3 Deriving the Properties and Characterizations of the α-Stable Severity Models; 4.3.1 Unimodality of α-Stable Severity Models; 4.3.2 Relationship between L Class and α-Stable Distributions; 4.3.3 Fundamentals of Obtaining the α-Stable Characteristic Function…”

Tabla de Contenidos: “…Properties That Cross Multiple Classes; Open Source Tools; Syntax for Triples; RDF Schema; RDF Parsers; Visualizing Class Relationships; Glossary; References; Chapter 7: Object-oriented Data; 7.1. …”

Tabla de Contenidos: “…Creating Your First OpenGL ProjectCreating an OpenGL and JNI Project; Java Main Activity; Surface View; GL Thread; CubeRenderer Class; Cube Class; Scaling Video Buffers with Hybrid OpenGL ES; Why Use Hybrid Scaling ?…”

Tabla de Contenidos:

Tabla de Contenidos: “…The Layers of a NetworkThe Host-to-Network Layer; The Internet Layer; The Transport Layer; The Application Layer; IP, TCP, and UDP; IP Addresses and Domain Names; Ports; The Internet; Internet Address Classes; Network Address Translation; Firewalls; Proxy Servers; The Client/Server Model; Internet Standards; IETF RFCs; W3C Recommendations; Chapter 3. …”

Tabla de Contenidos: “…Contents at a Glance; Introduction; Part I: Swift and Sprite Kit; Chapter 1: Setting Up Your Game Scene and Adding Your First Sprites; What You Need to Know; What You Need to Have; SuperSpaceMan; Creating a Swift Sprite Kit Project; Starting from Scratch; The GameViewController Class; The GameScene Class; Adding a Background and Player Sprite; Summary; Chapter 2: Sprite Kit Scenes and SKNode Positioning; What Is an SKScene?…”

Tabla de Contenidos: “….NET Client-Side ProgrammingSQL Native Client Programming; SQLXML 4.0; SQLXML Managed Classes; SqlXmlCommand; SqlXmlParameter; SqlXmlAdapter; Using SQLXML Managed Classes; Executing a query; Using parameters in a query; Handling an exception; Retrieving an XmlReader object; Processing an XML result set on the client; Filling a DataSet; Applying an XSLT transformation to the XML result set; Annotated Mapping Schemas; XML Template Queries; UpdateGrams; DiffGrams; Exception Message Box; XML Data; xml Data Type; Creating xml Data Type Columns and Variables; Columns; Variables; Limitations…”

Tabla de Contenidos: “…Don't Be Afraid to Use Helper Classes…”

Tabla de Contenidos: “…Changing the default keystore classChapter 6. Authentication; Message Digests; Getting; Feeding; Digesting; One, Two, Three!…”

Tabla de Contenidos: “…-- Summary -- 20 Server Push with Juggernaut -- Goal -- Solution -- Push Technology -- Juggernaut -- Creating the Rails Messaging Application -- Creating the Flex Messaging Client Application -- Summary -- 21 Communicating between Flex and JavaScript -- Goal -- Solution -- Communication between Flex and JavaScript -- Security -- Building the Samples -- ExternalInterface -- SWFObject and Prototype -- ExternalInterface in Action -- Flex-Ajax Bridge in Action -- Summary -- 22 File Upload -- Goal -- Solution -- File Upload -- Creating the Rails Application and Installing attachment_fu -- Using Flex's FileReference Class to Upload One or Several Files -- Using Flex URLLoader Class to Upload a PNG File -- Summary -- Index…”

Tabla de Contenidos: “…Chapter 9 Working with Other CSS SelectorsApply Styles to More than One Element at a Time; Using the Span Element; Structure the Page with the Div Element; Control Styles with Classes; Style Specific Elements with IDs; Apply Styles with Contextual Selectors; Apply Other Selectors; Create Effects with Pseudo-Elements; Apply Additional Styles through Pseudo-Classes; Specify Rules as Important; Create an External Style Sheet; Override Styles Using the Cascade; Chapter 10 Laying Out Your Page; Lay Out Your Page Using Floated Elements; Clear Floats; Lay Out Your Page Using Absolute Positioning…”

Tabla de Contenidos: “…; Overview of UnreaIScript; UnrealScript Comments; UnrealScript Variables; Scope Modifiers; Variable Types; Operators; Arithmetic Operators; Conditional Operators; Code Execution Flow Control Statements; Class Declarations; Functions; States; Debug Messages…”

Tabla de Contenidos: “…The Anatomy of cocos2d and Kobold2D ApplicationsThe Supporting Files Group; The main Function; The Prefix Header Files; The AppDelegate Class; Display Stats; Animation Interval; HelloWorldLayer; Memory Management with ARC; Changing the World; What Else You Should Know; The iOS Devices; About Memory Usage; The iOS Simulator; Can't Assess Performance; Can't Assess Memory Usage; Can't Use All iOS Device Features; Runtime Behavior Can Differ; About Performance and Logging; Summary; Chapter 3: Essentials; The cocos2d Scene Graph; The CCNode Class Hierarchy; CCNode; Working with Nodes…”

Tabla de Contenidos: “…Questions and Feedback; Chapter 2 Getting Started; What You Need to Get Started; System Requirements; Register as an iOS Developer; Certificates and Provisioning Profiles; Download and Install the iOS SDK; Download and Install cocos2d; Install cocos2d Xcode Project Templates; Create a cocos2d Application; The HelloWorld Application; Locating the HelloWorld Files; Resources; Supporting Files; Main.m; Precompiled Prefix Header; HelloWorld Classes; AppDelegate; Device Orientation; Animation Interval; Display FPS; HelloWorldLayer; Memory Management with cocos2d…”

Tabla de Contenidos: “…; Dig in with divs; A click event up close; Add the click method to your page; Get more specific; Classing up your elements; ID-entifying elements; Wire up your web page…”

Tabla de Contenidos: “…-- Remember This -- Section 2: What You Must Know to Be a Better Trainer -- Chapter 4: Getting Learners to Learn -- Different Types of Knowledge: Declarative and Procedural -- Key Ingredients for Learning -- Adapting for Differences in Ability, Prior Knowledge, and Motivation -- Remember This -- Chapter 5: Adult Learning Principles -- Good Classes and Bad Classes -- Four Key Adult Learning Principles -- The Bottom Line on Adult Learning Principles -- Remember This -- Chapter 6: A Five-Step Model for Creating Terrific Training Sessions -- Six Universal Principles From Research on Learning -- A Universal Model for Structuring Any Learning Session -- The Training Session Planning Session -- The Training Session Scripting Sheet -- Using the Five-Step Model to Retrofit Existing Training Sessions -- Final Review of the Five-Step Model -- Remember This -- Chapter 7: Getting Learners to Remember -- Metacognition: The Executive Learning Controls -- Cognitive Strategies: How to Build Learning Faster, Better, Cheaper -- Remember This -- Section 3: Applying What You Have Learned-Making Learning Research Work -- Chapter 8: Training Approaches and a Cornucopia of Learning Activities…”

Tabla de Contenidos: “…Introducing the Facebook Graph APIA Little Help from Our Friends; Paging Graph Responses; Under the Hood: The FBRequest Class; A General Note on Error Handling; Introducing the Twitter APIs; Welcome to the Timeline; It Always Feels Like Somebody's Following Me; Under the Hood: MGTwitter HTTP Connections and XML Parsing; Conclusion; Chapter 7 Accessing People, Places, Objects, and Relationships; More Fun with the Facebook Graph API; Facebook Dialogs; Under the Hood: The FBDialog Class; Posting to Facebook and Authorization; Getting More Goodies from the Facebook Graph; Limiting Results…”