Tabla de Contenidos: “…Networks of Image Regions with ndimage; Images Are Just NumPy Arrays; Exercise: Adding a Grid Overlay; Filters in Signal Processing; Filtering Images (2D Filters); Generic Filters: Arbitrary Functions of Neighborhood Values; Exercise: Conway's Game of Life; Exercise: Sobel Gradient Magnitude; Graphs and the NetworkX library; Exercise: Curve Fitting with SciPy; Region Adjacency Graphs; Elegant ndimage: How to Build Graphs from Image Regions; Putting It All Together: Mean Color Segmentation…”

Tabla de Contenidos: “…Introduction to the MNIST dataset -- Building classification models using MNIST dataset -- Elements of the DNN model -- Building the DNN -- Reading the data -- Defining the architecture -- Placeholders for inputs and labels -- Building the neural network -- The loss function -- Defining optimizer and training operations -- Training strategy and valuation of accuracy of the classification -- Running the computational graph -- Regression with Deep Neural Networks (DNN) -- Elements of the DNN model -- Building the DNN -- Reading the data -- Objects for modeling -- Training strategy -- Input pipeline for the DNN -- Defining the architecture -- Placeholders for input values and labels -- Building the DNN -- The loss function -- Defining optimizer and training operations -- Running the computational graph -- Classification with DNNs -- Exponential linear unit activation function -- Classification with DNNs -- Elements of the DNN model -- Building the DNN -- Reading the data -- Producing the objects for modeling -- Training strategy -- Input pipeline for DNN -- Defining the architecture -- Placeholders for inputs and labels -- Building the neural network -- The loss function -- Evaluation nodes -- Optimizer and the training operation -- Run the computational graph -- Evaluating the model with a set threshold -- Summary -- Other Books You May Enjoy -- Leave a review - let other readers know what you think -- Index…”

Tabla de Contenidos: “…Cover -- Contents -- Preface -- Chapter 1: Database System -- Multiple-choice Questions -- Answers -- Chapter 2: Conceptual Modeling -- Mapping cardinalities -- Participation constraint -- Entity types versus attributes -- Binary versus ternary relationship -- Structural diagrams -- Behavioural diagrams -- Multiple-choice Questions -- Answers -- Chapter 3: Relational Model -- Domain integrity -- Entity integrity -- Referential integrity -- Semantic integrity -- Insert operation -- Delete operation -- Update operation -- Representation of weak entity types -- Representation of composite and multivalued attributes -- Representation of generalization -- Representation of aggregation -- Multiple-choice Questions -- Answers -- Chapter 4: Relational Algebra and Calculus -- Queries in relational algebra -- Queries in tuple calculus -- Queries in domain relational calculus -- Expression in relational algebra -- Expression in tuple calculus -- Expression in domain calculus -- Queries in relational algebra -- Queries in tuple calculus -- Queries in domain calculus -- Multiple-choice Questions -- Answers -- Chapter 5: Structured Query Language -- Adding an attribute -- Modifying an attribute -- Dropping an attribute -- Adding a constraint -- Dropping a constraint -- Renaming an attribute -- Renaming a relation -- Multiple-choice Questions -- Answers -- Chapter 6: Relational Database Design -- Multiple-choice Questions -- Answers -- Chapter 7: Data Storage and Indexing -- Primary storage -- Secondary storage -- Tertiary storage -- Fixed-length records -- Variable-length Records -- Advantages -- Disadvantages -- Extendible hashing -- Linear hashing -- Types of single-level indexes -- Partitioned hashing -- Grid files -- Multiple-choice Questions -- Answers -- Chapter 8: Query Processing and Optimization -- Cost analysis -- Cost analysis…”

Tabla de Contenidos: “…Songs, Videos & Apple MusicApple Music ; My Music; Playback Control; Playlists; Up Next; "For You" Tab; "New" Tab; iTunes Radio; Speakers and Headphones; Familiar iPod Features; The iTunes Store; The Videos App; The Camera; The Camera App; Photo Mode; Live Photos (iPhone 6s Models); Square Mode; Pano Mode; Video Mode; Slo-Mo Mode; Time-Lapse Mode; Trimming a Video; Editing Photos; Managing and Sharing Photos; 753 Ways to Use Photos and Videos; My Photo Stream; iCloud Photo Sharing; iCloud Photo Library; Geotagging; Capturing the Screen; All About Apps; Two Ways to the App Store…”

Tabla de Contenidos: “…Part II: Statistical and Machine Learning Algorithms Chapter 6: Introduction to Statistical and Machine Learning Algorithms; Regression Algorithms; Linear Regression ; Neural Networks ; Decision Trees ; Boosted Decision Trees; Classification Algorithms ; Support Vector Machines ; Bayes Point Machines ; Clustering Algorithms ; Summary; Part III: Practical Applications ; Chapter 7: Building Customer Propensity Models; The Business Problem ; Data Acquisition and Preparation ; Data Analysis; More Data Treatment; Feature Selection; Training the Model; Model Testing and Validation…”

Tabla de Contenidos: “…Removing a .git directory""; ""Problem""; ""Solution""; ""How It Works""; ""Summary""; ""Chapter 3: Creating Local Repositories with Linear History""; ""3-1. Creating your first repository""; ""Problem""; ""Solution""; ""How It Works""; ""3-2. …”

Tabla de Contenidos:

Tabla de Contenidos: “…s Xcode Project""; ""First Scene, First Code""; ""Creating the GameScene""; ""Reviewing the Node Library""; ""Creating a Button""; ""Assigning a Button Selector""; ""Changing the Launch Scene""; ""Creating a Custom Class for the GameScene""; ""Implementing the Button Selector""; ""Changing the Scene on Button Tap""; ""Creating a Level Sub File Node""; ""The Node Selection Handles""; ""Editing Node Properties""…”

Tabla de Contenidos: “…The ToolbarThe Navigator; The Jump Bar; The Utility Area; Interface Builder; New Compiler and Debugger; A Closer Look at Our Project; Introducing Xcode's Interface Builder; File Formats; The Storyboard; The Library; Adding a Label to the View; Changing Attributes; Some iPhone Polish: Finishing Touches; The Launch Screen; Bring It on Home; Chapter 3: Handling Basic Interaction; The Model-View-Controller Paradigm; Creating Our Project; Looking at the View Controller; Understanding Outlets and Actions; Outlets; Actions; Cleaning Up the View Controller; Designing the User Interface…”

Tabla de Contenidos: “…7.2 The fundamental theorem of calculus and its analog for line integrals7.3 Cap independence; 7.4 Green's and Stokes's theorems; 7.5 Gauss's theorem; 7.6 Proof of the GST; 7.7 The converse of the GST; 7.8 Exercises; 8 de Rham Cohomology; 8.1 Linear and homological algebra constructions; 8.2 Definition and basic properties; 8.3 Computations of cohomology groups; 8.4 Cohomology with compact supports; 8.5 Exercises; Index; A; B; C; D; E; F; G; H; I; L; M; N; O; P; R; S; T; V; W…”

Tabla de Contenidos: “…""Chapter 5: Template Engines and Consolidate.js""""How to Use Template Engines""; ""app.engine()""; ""Uncommon Libraries""; ""Template Engine Choices""; ""Jade""; ""Haml.js""; ""EJS""; ""Handlebars.js""; ""Hogan.js Adapters""; ""Combyne.js""; ""Swig""; ""Whiskers""; ""Blade""; ""Haml-Coffee""; ""Webfiller""; ""Consolidate.js""; ""Summary""; ""Chapter 6: Parameters and Routing""; ""Parameters""; ""app.param()""; ""Routing""; ""app.VERB()""; ""app.all()""; ""Trailing Slashes""; ""Router Class""; ""router.route(path)""; ""Request Handlers""; ""Summary""; ""Chapter 7: Express.js Request Object""…”

Tabla de Contenidos: “…Macros and metadataString concatenation; Miscellaneous; Using array/numeric libraries for efficiency; HipHip; primitive-math; Detecting boxed math; Resorting to Java and native code; Proteus - mutable locals in Clojure; Summary; Chapter 4: Host Performance; The hardware; Processors; Branch prediction; Instruction scheduling; Threads and cores; Memory systems; Cache; Interconnect; Storage and networking; The Java Virtual Machine; The just-in-time compiler; Memory organization; HotSpot heap and garbage collection; Measuring memory (heap/stack) usage; Determining program workload type…”

Tabla de Contenidos: “…""The runTestOnUiThread helper method""""The ActivityTestCase class""; ""The scrubClass method""; ""The ActivityInstrumentationTestCase2 class""; ""The constructor""; ""The setUp method""; ""The tearDown method""; ""The ProviderTestCase2 class""; ""The constructor""; ""Example""; ""The ServiceTestCase""; ""The constructor""; ""The TestSuiteBuilder.FailedToCreateTests class""; ""Using libraries in test projects""; ""Summary""; ""Chapter 3: Baking with Testing Recipes""; ""Android unit tests""; ""Testing activities and applications""; ""Mocking applications and preferences""…”

Tabla de Contenidos: “…Executing a known set of tasks in sequenceSequential iteration; Parallel execution; Web spider version 3; The pattern; Fixing race conditions in the presence of concurrent tasks; Limited parallel execution; Limiting the concurrency; Globally limiting the concurrency; The async library; Sequential execution; Sequential execution of a known set of tasks; Sequential iteration; Parallel execution; Limited parallel execution; Promises; What is a promise?…”

Tabla de Contenidos: “…""Cover""; ""Copyright""; ""Credits""; ""About the Author""; ""About the Reviewers""; ""www.PacktPub.com""; ""Table of Contents""; ""Preface""; ""Chapter 1: Organizing and Building WiX Projects""; ""Introduction""; ""Installing WiX and creating a new project in Visual Studio 2013""; ""Referencing the output of a .NET console ""; ""application in a WiX project by using a preprocessor variable""; ""Separating a portion of WIX markup into its own library""; ""Compiling a WiX installer on a build machine using MSBuild""; ""Building a WiX installer from the command line""…”

Tabla de Contenidos: “…Drawing with the New Shader Summary; Chapter 3: Drawing Objects in the World; Introduction; Encapsulating Drawing ; The Renderable Objects Project ; The Renderable Object; Testing the Renderable Object; Observations; Transforming a Renderable Object; Matrices as Transform Operators; Concatenation of Matrix Operators ; The glMatrix Library ; The Matrix Transform Project; Modify the Vertex Shader to Support Transforms; Modify SimpleShader to Load the Transform Operator; Modify Renderable Object to Set the Transform Operator; Testing the Transforms ; Observations…”

Tabla de Contenidos: “…s Origins""; ""Converting From Other Programming Languages""; ""Dart Names are Simpler and More Structured""; ""Searching for DOM Elements is Easier""; ""Dart Has Real Data Collections""; ""Constructors to Create New DOM Elements""; ""Dart Improves and Unifies the Events System""; ""Say Goodbye to Vendor Prefixes""; ""Future-Based APIs""; ""Libraries""…”

Tabla de Contenidos: “…Creating Your First Android Application Writing Your First Android Code; Chapter 3: Inside Your First Android Project; Looking at Android Project Structure ; Starting at the Source; Benefitting from Generated Components; Using Libraries and JARs; Counting Your Assets; Putting Things in the Bin; Using Resources; Picturing What Drawables Can Do For You; User Interface Layouts ; What's on the Menu?…”

Tabla de Contenidos: “…Contents at a Glance; Contents; About the Authors; About the Technical Reviewers; Acknowledgments; Chapter 1: Introduction; The Genesis of F#; About This Book; Who This Book Is For; Chapter 2: Your First F# Program: Getting Started with F#; Creating Your First F# Program; Documenting Code ; Using let; Understanding Types ; Calling Functions ; Lightweight Syntax ; Understanding Scope ; Using Data Structures ; Using Properties and the Dot-Notation ; Using Tuples ; Using Imperative Code ; Using Object-Oriented Libraries from F#; Using open to Access Namespaces and Modules…”

Tabla de Contenidos: “…4.1 Introduction4.2 Steady-state Operating Characteristics; 4.3 Concept of Power Sharing; 4.4 Power Sharing in MTDC Grid; 4.5 AC-MTDC Grid Load flow Solution; 4.6 Post-contingency Operation; 4.7 Linear Model; 4.8 Case Study; Chapter 5: Frequency Support; 5.1 Introduction; 5.2 Fundamentals of Frequency Control; 5.3 Inertial and Primary Frequency Support from Wind Farms; 5.4 Wind Farms in Secondary Frequency Control (AGC); 5.5 Modified Droop Control for Frequency Support; 5.6 AC-MTDC Load Flow Solution; 5.7 Post-Contingency Operation; 5.8 Case Study; Chapter 6: Protection of MTDC Grids…”