Tabla de Contenidos: “…Using a Decision Tree to classify credit risksUsing Rattle to score new loan applications; Creating a Qlik Sense application to predict credit risks; Ensemble classifiers; Boosting; Random Forest; Supported Vector Machines; Other models; Linear and Logistic Regression; Neural Networks; Further learning; Summary; Chapter 7: Model Evaluation; Cross-validation; Regression performance; Predicted versus Observed Plot; Measuring the performance of classifiers; Confusion matrix, accuracy, sensitivity, and specificity; Risk Chart; ROC Curve; Further learning; Summary…”

Tabla de Contenidos: “…Automatic Reference Counting Delegates and Protocols ; Should Messages ; Will Messages ; Did Messages ; Declaring and Conforming to Protocols ; The Dangers of Categories ; Method Swizzling ; Closing Thoughts ; Chapter 3: iOS Application Anatomy ; Dealing with plist Files ; Device Directories ; The Bundle Directory ; The Data Directory ; The Documents and Inbox Directories ; The Library Directory ; The tmp Directory ; The Shared Directory ; Closing Thoughts ; Part II: Security Testing ; Chapter 4: Building Your Test Platform ; Taking Off the Training Wheels ; Suggested Testing Devices…”

Tabla de Contenidos: “…; Fast and Wide Video Drives; Going Turnkey; Saving Your Work; Safety Tips; 5 The Home Video Editing Challenge; Linear versus Nonlinear Editing; Selecting Nonlinear Editing Software; Batch Capture and VCR Control; Compression and Resolution; Tracks and Layers; The Character Generator…”

Tabla de Contenidos: “…Moral RightsErrors and Omissions Insurance; Additional Concerns for Licensing Certain Materials; International Copyright; Summary; 5Playing It Safe: Permits, Releases, Libel, and Production Insurance; Shooting or Location Permits; Privacy and Releases; Other Privacy Concerns; Libel; Production Insurance and Completion Bonds; Summary; 6Adding Music: Special Concerns Surrounding the Use of Music in Media Productions; The Music Permissions Process; Types of Rights; Working with Rights and Permissions Agencies; Using Music Libraries; Music-Made-for-Hire (Commissioning Original Music)…”

Tabla de Contenidos: “…Acoustical Summation; Acoustical Source Direction; Summation Math; Summation Amplitude; Summation Phase; Response Ripple; Summation Zones; Comb Filtering: Linear vs. Log; Summation Geometry; Acoustical Crossovers; Acoustic Crossover Defined; Crossover Classes; Spectral Dividers and Spectral Crossovers…”

Tabla de Contenidos: “…Communities of interestNotes; 5 Technology; The telephone; Community software; Collaboration software; Knowledge libraries; Customer databases and product databases; Notes; 6 Knowledge management roles; Knowledge manager; Knowledge management champion; Knowledge librarian; Community facilitator or leader; Subject matter experts (SMEs) and knowledge owners; The central knowledge management team; Senior sponsor; 7 Culture and governance; Knowledge management, target-setting and incentives; The role of the manager in setting the culture; Dealing with inter-team competition…”

Tabla de Contenidos: “…; Local vs company process owners; The role of the process owner; Engagement with the learning cycle; Lessons workflow; Validation and escalation; Documenting processes; 9 Ensuring lessons and updatedprocesses are re-applied; Broadcasting new lessons and process improvements; Process improvements and training; Process review as part of operations; 10 Technology to support lesson learning; Lesson repositories; Knowledge libraries; Publish and search technology; Tagging; References; 11 Sharing and seeking the unwrittenlessons…”

Tabla de Contenidos: “…Intro -- Table of Contents -- About the Author -- About the Technical Reviewer -- Acknowledgments -- Introduction -- Chapter 1: Exploring Machine Learning -- Exploring Supervised Methods -- Exploring Nonlinear Models -- Exploring Ensemble Methods -- Exploring Unsupervised Methods -- Exploring Cluster Methods -- Exploring Dimension Reduction -- Exploring Deep Learning -- Conclusion -- Chapter 2: Big Data, Machine Learning, and Deep Learning Frameworks -- Big Data -- Big Data Features -- Impact of Big Data on Business and People -- Better Customer Relationships -- Refined Product Development -- Improved Decision-Making -- Big Data Warehousing -- Big Data ETL -- Big Data Frameworks -- Apache Spark -- Resilient Distributed Data Sets -- Spark Configuration -- Spark Frameworks -- SparkSQL -- Spark Streaming -- Spark MLlib -- GraphX -- ML Frameworks -- Scikit-Learn -- H2O -- XGBoost -- DL Frameworks -- Keras -- Chapter 3: Linear Modeling with Scikit-Learn, PySpark, and H2O -- Exploring the Ordinary Least-Squares Method -- Scikit-Learn in Action -- PySpark in Action -- H2O in Action -- Conclusion -- Chapter 4: Survival Analysis with PySpark and Lifelines -- Exploring Survival Analysis -- Exploring Cox Proportional Hazards Method -- Lifeline in Action -- Exploring the Accelerated Failure Time Method -- PySpark in Action -- Conclusion -- Chapter 5: Nonlinear Modeling With Scikit-Learn, PySpark, and H2O -- Exploring the Logistic Regression Method -- Scikit-Learn in Action -- PySpark in Action -- H2O in Action -- Conclusion -- Chapter 6: Tree Modeling and Gradient Boosting with Scikit-Learn, XGBoost, PySpark, and H2O -- Decision Trees -- Preprocessing Features -- Scikit-Learn in Action -- Gradient Boosting -- XGBoost in Action -- PySpark in Action -- H2O in Action -- Conclusion -- Chapter 7: Neural Networks with Scikit-Learn, Keras, and H2O…”

Tabla de Contenidos: “…Series A AnnouncementPhysical Offices; DotNetNuke 5.0; Day of DotNetNuke; DNN-Europe; Snowcovered Acquisition; Telerik Partnership; Series B; Open-DocumentLibrary Acquisition; DotNetNuke Enterprise Edition; POET Vulnerability; DotNetNuke.com Overhaul; Active Modules Acquisition; Nik Kalyani Leaves DNN Corp; Cloud. …”

Tabla de Contenidos: “…Creating Your First Spring MVC ApplicationConfiguring Spring MVC with Annotations; Handling Forms with JSP; Configuring the Form Tag Library; Understanding the Power of Binding; Working with Forms; Using Input Elements; Entering Dates; Selecting from a Drop-Down; Selecting with Radio Buttons; Selecting with Checkboxes; Adding Labels; Placing Buttons; Styling; Exploiting the Power of Annotations; @Controller; @RequestMapping; @ModelAttribute; @PathVariable; @ControllerAdvice; @InitBinder; @ExceptionHandler; Validating User Input; Uploading Files; Handling Exceptions…”

Tabla de Contenidos: “…Chapter 4: Federated Learning Server Implementation with Python -- Technical requirements -- Main software components of the aggregator and database -- Aggregator-side codes -- lib/util codes -- Database-side code -- Toward the configuration of the aggregator -- Implementing FL server-side functionalities -- Importing libraries for the FL server -- Defining the FL Server class -- Initializing the FL server -- Registration function of agents -- The server for handling messages from local agents -- The global model synthesis routine -- Functions to send the global models to the agents…”

Tabla de Contenidos:

Tabla de Contenidos: “…Message SerializationServices; Hosting; Endpoints; Addresses; Bindings; Metadata; Proxies; Channels; Behaviors; Creating a New Service from Scratch; Creating a new service; Hosting a service; Creating a proxy to invoke a service; Assembly Allocation; Defining a Service; Hosting a Service; Exposing Service Endpoints; Addresses; Bindings; Contracts; Creating a Client Proxy; Generating a Service and Client Proxy; Using the WCF Service template; Configuring service endpoints using the Service Configuration Editor; Generating a proxy with Add Service Reference; Creating a WCF Service Library…”

Tabla de Contenidos: “…Implementing the Relationships inaRelationalDatabaseImplementing a One-to-Many Relationship-Foreign Keys; Implementing a One-to-One Relationship; Implementing a Many-to-Many Relationship- New Entity Classes; Referential Integrity; Cascading Updates and Cascading Deletions; The LIBRARY Relational Database; Setting Up the Relationships in Access; Index Files; Example; NULL Values; Database Design Principles; Redundancy; Normal Forms; First Normal Form; Functional Dependencies; Second Normal Form; Third Normal Form; Boyce-Codd Normal Form; Normalization; Decomposition; Part II…”

Tabla de Contenidos: “…Voltage amplifiers and controls; Preamplifier stages; Linearity; Noise levels; Output voltage characteristics; Voltage amplifier design; Constant-current sources and 'current mirrors'; Performance standards; Audibility of distortion; General design considerations; Controls; Chapter 5. …”

Tabla de Contenidos: “…Microsoft® Windows® Communication Foundation Step by Step; Introduction; Finding Your Best Starting Point in This Book; Conventions and Features in This Book; System Requirements; Code Samples; Installing and Configuring the Microsoft .NET Framework 3.0 (Windows XP only); Installing the Visual Studio 2005 Extensions for .NET Framework 3.0; Installing and Configuring the Microsoft Enterprise Library; Installing and Configuring the AdventureWorks Database; Installing the Microsoft Windows XP Service Pack 2 Support Tools (Windows XP only); Granting Access to Your Documents Folder…”

Tabla de Contenidos: “…Effect of Group-Velocity DispersionSemianalytic Techniques; Moment Method; Variational Method; Specific Analytic Solutions; Higher-Order Nonlinear Effects; Self-Steepening; Higher-Order Nonlinear Effects; Effect of GVD on Optical Shocks; Higher-Order Nonlinear Effects; Intrapulse Raman Scattering; Higher-Order Nonlinear Effects; Problems; References; Chapter 5 - Optical Solitons; Modulation Instability; Linear Stability Analysis; Gain Spectrum; Modulation Instability; Experimental Results; Modulation Instability; Ultrashort Pulse Generation; Modulation Instability; Impact on Lightwave Systems…”

Tabla de Contenidos: “…Introduction to Discrete Dislocations Statics and Dynamics8.1 Basics of Discrete Plasticity Models; 8.2 Linear Elasticity Theory for Plasticity; 8.3 Dislocation Statics; 8.4 Dislocation Dynamics; 8.5 Kinematics of Discrete Dislocation Dynamics; 8.6 Dislocation Reactions and Annihilation; Chapter 9. …”

Tabla de Contenidos: “…Chapter 4: Metaphor: Bridge to the UnfamiliarThe Lego Brick Metaphor; The Object-as-Person Metaphor; Software as Theater; Programmers as Directors; Ants, Not Autocrats; Two Human-Derived Metaphors; Inheritance; Responsibility; Thinking Like an Object; Chapter 5: Vocabulary: Words to Think With; Essential Terms; Object; Responsibility; Message; Interface (Protocol); Extension Terms; Collaboration and Collaborator; Class; Class Hierarchy (Library); Abstract/Concrete; Inheritance; Delegation; Polymorphism; Encapsulation; Component; Framework; Pattern; Implementation Terms; Method; Variable…”

Tabla de Contenidos: “…Photographs and Images; Chapter 1. Liberating Your Pictures; What's in Store; Go Digital!…”