Tabla de Contenidos: “…-- On the Back of a Napkin -- Going Formal -- Into Practice -- Summary -- Chapter 2: The Nature of Service -- A Matter of Metaphor -- Into Practice -- On Services -- On Metaphor -- Summary -- Chapter 3: Service Context and Market -- Service and Market -- Vision, Values, and the Enterprise -- Into Action -- Organization and Enterprise -- Service and Market -- Vision, Values, and the Enterprise -- Summary -- Chapter 4: Service Vision and Values -- Identifying the Vision -- Values, Principles, and Success Criteria -- Into Action -- Identifying the Vision -- Vision, Role, Mission, Goal, Outcome -- Values, Principles, and Success Criteria -- Summary -- Chapter 5: Service Layers -- Layers of Abstraction and Realization -- Into Action -- Summary -- Chapter 6: Service Actors and Other Entities -- Into Action -- Summary -- Chapter 7: Service Roles and Relationships -- Into Action -- Summary -- Chapter 8: Service Structure -- Into Action -- Summary -- Chapter 9: Service Flows -- Main Transaction Flows -- Information Flows for Service Management -- Into Action -- Main Transaction Flows -- Information Flow for Service Management -- Summary -- Chapter 10: Service Guidance -- Direction Services -- Coordination Services -- Validation Services -- Into Action -- Direction Services -- Coordination Services -- Validation Services -- Summary -- Chapter 11: Service Investors and Beneficiaries -- Investor Flows and Beneficiary Flows -- A Question of Balance -- Into Action -- Investment and Dividend -- Balancing Investors, Beneficiaries, and the Enterprise -- Summary -- Chapter 12: Service Decomposition -- Into Action -- Summary -- Chapter 13: Service Content -- Service and Product…”

Tabla de Contenidos: “…Why You Should Use Generics -- Using Generic Methods -- Creating Generic Classes -- Combining Generics and Arrays -- Working with Tuples -- Q&A -- Workshop -- HOUR 12 Understanding Query Expressions -- Introducing LINQ -- Standard Query Operator Methods -- Lambdas -- Deferred Execution -- Q&A -- Workshop -- Part III: Working with Data -- HOUR 13 Using Files and Streams -- Files and Directories -- Reading and Writing Data -- Q&A -- Workshop -- HOUR 14 Working with XML -- Understanding the XML DOM -- Using LINQ to XML -- Selecting and Querying XML -- Modifying XML -- Q&A -- Workshop -- HOUR 15 Working with Databases -- Understanding ADO.NET -- Understanding LINQ to ADO.NET -- Q&A -- Workshop -- Part IV: Building an Application Using Visual Studio -- HOUR 16 Debugging in Visual Studio -- Commenting Your Code -- Compiler and Runtime Errors -- Debugging in Visual Studio -- Visualizing Data -- Q&A -- Workshop -- HOUR 17 Building a Windows Application -- Understanding WPF -- Creating a WPF Application -- Styling the Layout -- Q&A -- Workshop -- HOUR 18 Using Data Binding and Validation -- Understanding Data Binding -- Converting Data -- Binding to Collections -- Working with Data Templates -- Validating Data -- Q&A -- Workshop -- HOUR 19 Building a Web Application -- Understanding Web Application Architecture -- Working with ASP.NET -- Creating a Web Application -- Understanding Data Validation -- Q&A -- Workshop -- Part V: Diving Deeper -- HOUR 20 Programming with Attributes -- Understanding Attributes -- Working with the Common Attributes -- Using Custom Attributes -- Accessing Attributes at Runtime -- Q&A -- Workshop -- HOUR 21 Dynamic Types and Language Interoperability -- Using Dynamic Types -- Understanding the DLR -- Interoperating with COM -- Reflection Interoperability -- Q&A -- Workshop -- HOUR 22 Memory Organization and Garbage Collection…”

Tabla de Contenidos: “…Specification Mismatch -- Data Type Validation -- Data Manipulation Techniques -- Recoding Data -- Derived Variables -- Data Merge -- Data Blending -- Concatenation -- Data Append -- Imputation -- Reduction -- Aggregation -- Transposition -- Normalization -- Parsing/String Manipulation -- Managing Data Quality -- Circumstances to Check for Quality -- Automated Validation -- Data Quality Dimensions -- Data Quality Rules and Metrics -- Methods to Validate Quality -- Summary -- Exam Essentials -- Review Questions -- Chapter 5 Data Analysis and Statistics -- Fundamentals of Statistics -- Common Symbols in Statistics -- Descriptive Statistics -- Measures of Frequency -- Measures of Central Tendency -- Measures of Dispersion -- Measures of Position -- Inferential Statistics -- Confidence Intervals -- Hypothesis Testing -- Simple Linear Regression -- Analysis Techniques -- Determine Type of Analysis -- Types of Analysis -- Exploratory Data Analysis -- Summary -- Exam Essentials -- Review Questions -- Chapter 6 Data Analytics Tools -- Spreadsheets -- Microsoft Excel -- Programming Languages -- R -- Python -- Structured Query Language (SQL) -- Statistics Packages -- IBM SPSS -- SAS -- Stata -- Minitab -- Machine Learning -- IBM SPSS Modeler -- RapidMiner -- Analytics Suites -- IBM Cognos -- Power BI -- MicroStrategy -- Domo -- Datorama -- AWS QuickSight -- Tableau -- Qlik -- BusinessObjects -- Summary -- Exam Essentials -- Review Questions -- Chapter 7 Data Visualization with Reports and Dashboards -- Understanding Business Requirements -- Understanding Report Design Elements -- Report Cover Page -- Executive Summary -- Design Elements -- Documentation Elements -- Understanding Dashboard Development Methods -- Consumer Types -- Data Source Considerations -- Data Type Considerations -- Development Process -- Delivery Considerations…”

Tabla de Contenidos: “…-- #1 Finding Programs in the PATH -- The Code -- How It Works -- Running the Script -- The Results -- Hacking the Script -- #2 Validating Input: Alphanumeric Only -- The Code -- How It Works -- Running the Script -- The Results -- Hacking the Script -- #3 Normalizing Date Formats -- The Code -- How It Works -- Running the Script -- The Results -- Hacking the Script -- #4 Presenting Large Numbers Attractively -- The Code -- How It Works -- Running the Script -- The Results -- Hacking the Script -- #5 Validating Integer Input -- The Code -- How It Works -- Running the Script -- The Results -- Hacking the Script -- #6 Validating Floating-Point Input -- The Code -- How It Works -- Running the Script -- The Results -- Hacking the Script -- #7 Validating Date Formats -- The Code -- How It Works -- Running the Script -- The Results -- Hacking the Script -- #8 Sidestepping Poor echo Implementations -- The Code -- Running the Script -- The Results -- Hacking the Script -- #9 An Arbitrary-Precision Floating-Point Calculator -- The Code -- How It Works -- Running the Script -- The Results -- #10 Locking Files -- The Code -- How It Works -- Running the Script -- The Results -- Hacking the Script -- #11 ANSI Color Sequences -- The Code…”

Tabla de Contenidos: “…Sparse solutions with L1 regularization -- Sequential feature selection algorithms -- Assessing feature importance with random forests -- Summary -- Chapter 5: Compressing Data via Dimensionality Reduction -- Unsupervised dimensionality reduction via principal component analysis -- The main steps behind principal component analysis -- Extracting the principal components step by step -- Total and explained variance -- Feature transformation -- Principal component analysis in scikit-learn -- Supervised data compression via linear discriminant analysis -- Principal component analysis versus linear discriminant analysis -- The inner workings of linear discriminant analysis -- Computing the scatter matrices -- Selecting linear discriminants for the new feature subspace -- Projecting samples onto the new feature space -- LDA via scikit-learn -- Using kernel principal component analysis for nonlinear mappings -- Kernel functions and the kernel trick -- Implementing a kernel principal component analysis in Python -- Example 1 - separating half-moon shapes -- Example 2 - separating concentric circles -- Projecting new data points -- Kernel principal component analysis in scikit-learn -- Summary -- Chapter 6: Learning Best Practices for Model Evaluation and Hyperparameter Tuning -- Streamlining workflows with pipelines -- Loading the Breast Cancer Wisconsin dataset -- Combining transformers and estimators in a pipeline -- Using k-fold cross-validation to assess model performance -- The holdout method -- K-fold cross-validation -- Debugging algorithms with learning and validation curves -- Diagnosing bias and variance problems with learning curves -- Addressing over- and underfitting with validation curves -- Fine-tuning machine learning models via grid search -- Tuning hyperparameters via grid search -- Algorithm selection with nested cross-validation…”

Tabla de Contenidos: “…How to compute accuracy in R -- Sensitivity -- How to compute sensitivity in R -- Specificity -- How to compute specificity in R -- How to choose the right performance statistics -- A final general warning - training versus test datasets -- Further references -- Summary -- Chapter 9: Don't Give up - Power up Your Regression Including Multiple Variables -- Moving from simple to multiple linear regression -- Notation -- Assumptions -- Variables' collinearity -- Tolerance -- Variance inflation factors -- Addressing collinearity -- Dimensionality reduction -- Stepwise regression -- Backward stepwise regression -- From the full model to the n-1 model -- Forward stepwise regression -- Double direction stepwise regression -- Principal component regression -- Fitting a multiple linear model with R -- Model fitting -- Variable assumptions validation -- Residual assumptions validation -- Dimensionality reduction -- Principal component regression -- Stepwise regression -- Linear model cheat sheet -- Further references -- Summary -- Chapter 10: A Different Outlook to Problems with Classification Models -- What is classification and why do we need it? …”

Tabla de Contenidos: “…. -- Previewing with contextual filters -- Displaying as a tab on the user page -- Altering the page title -- Validation -- Multiple and exclusion…”

Tabla de Contenidos: “…Writing Angular templates with Bootstrap -- Adding template bindings to the navigation component -- Adding template bindings to the login page -- Adding template bindings to the register page -- Adding template bindings to the bike-detail page -- Adding template bindings to the bike-list page -- Adding template bindings to the builder-detail page -- Adding template bindings to the builder-list page -- Setting up CORS on a Laravel backend -- Setting up Laravel CORS -- Connecting Angular services with application components -- Adding environment configuration -- Creating the navigation methods -- Creating the bike-detail methods -- Creating the bike-list methods -- Creating the builder-detail methods -- Creating the builder-list methods -- Dealing with Angular pipes, forms, and validation -- Creating a pipe filter -- Intoducing Angular forms -- Understanding Angular template-driven forms -- Reviewing the login form template and component -- Understanding Angular reactive/model-driven forms -- Reviewing the register form template and component -- Adding frontend form validation -- Dealing with form validation on template-driven forms -- Dealing with form validation on model-driven forms -- Summary -- Chapter 11: Building and Deploying Angular Tests -- Preparing the baseline code -- Setting application linters -- Adding stylelint for SCSS files -- Adding new scripts to the package.json file -- Adding the .stylelintrc configuration -- Installing the Stylelint plugin for VS Code -- Setting VS Code for the new linter -- Applying stylelint rules on style.scss -- Fixing SCSS errors -- Adding TSLint-angular to the package.json file -- Creating linter tasks in package.json -- Understanding Angular tests -- Writing unit and e2e tests -- Fixing unit tests -- Fixing authGuard tests -- Fixing authService tests -- Fixing login tests -- Fixing register tests…”

Tabla de Contenidos: “…Identifying the Goals and Missions Program Inputs; Incentives, Activities, Outputs, and Outcomes of the Program; Summary; Chapter Four - Quantitative Model to Assess BK21 Program Outcomes; Introduction; Summary of Phase I Statistics; Potential Approaches; Quantitative Model; Data for Use in Validating the Model; Validation of the Model; Quality; Social Science and Humanities; Other Aspects of the Logic Model; Simultaneous Equations Methods; International Competitiveness; Simulation: Ability to Precisely Estimate Effects at Phase II Funding Levels; Simulation: Outside Funding…”

Tabla de Contenidos: “…-- Chapter 2: What is a Bitcoin Node? Mining versus Validation -- Validation Nodes -- Mining Nodes -- Conclusion -- Chapter 3: How the Lightning Network Helps Blockchains Scale -- The Basics of the Lightning Network -- How the Lightning Network Works -- Network and Routing -- Conclusion -- Chapter 4: The Top Nine Uses for Blockchain -- 1. …”

Tabla de Contenidos: “…""Executing our application""""JSF validation""; ""Facelets templating""; ""Adding the Facelets template""; ""Using the template""; ""Resource library contracts""; ""Composite components""; ""Faces flows""; ""HTML5 support""; ""HTML5-friendly markup""; ""Pass-through attributes""; ""Summary""; ""Chapter 3: JSF Component Libraries""; ""Using PrimeFaces components in our JSF applications""; ""Using ICEfaces components in our JSF applications""; ""Using RichFaces components in our JSF applications""; ""Summary""; ""Chapter 4: Interacting with Databases through the Java Persistence API""…”

Tabla de Contenidos: “…Intro -- Contents -- The Missing Credits -- Introduction -- Part One: Modern Markup -- Chapter 1: Introducing HTML5 -- The Story of HTML5 -- Three Key Principles of HTML5 -- Your First Look at HTML5 Markup -- A Closer Look at HTML5 Syntax -- HTML5's Element Family -- Using HTML5 Today -- Chapter 2: Structuring Pages with Semantic Elements -- Introducing the Semantic Elements -- Retrofitting a Traditional HTML Page -- Browser Compatibility for the Semantic Elements -- Designing a Site with the Semantic Elements -- The HTML5 Outlining System -- Chapter 3: Writing More Meaningful Markup -- The Semantic Elements Revisited -- Other Standards That Boost Semantics -- A Practical Example: Retrofitting an "About Me" Page -- How Search Engines Use Metadata -- Chapter 4: Building Better Web Forms -- Understanding Forms -- Revamping a Traditional HTML Form -- Validation: Stopping Errors -- Browser Support for Web Forms and Validation -- New Types of Input -- New Elements -- An HTML Editor in a Web Page -- Part Two: Video, Graphics, and Glitz -- Chapter 5: Audio and Video -- The Evolution of Web Video -- Introducing HTML5 Audio and Video -- Understanding the HTML5 Media Formats -- Fallbacks: How to Please Every Browser -- Controlling Your Player with JavaScript -- Video Captions -- Chapter 6: Fancy Fonts and Effects with CSS3 -- Using CSS3 Today -- Building Better Boxes -- Creating Effects with Transitions -- Web Fonts -- Chapter 7: Responsive Web Design with CSS3 -- Responsive Design: The Basics -- Adapting Your Layout with Media Queries -- Chapter 8: Basic Drawing with the Canvas -- Getting Started with the Canvas -- Building a Basic Paint Program -- Browser Compatibility for the Canvas -- Chapter 9: Advanced Canvas: Interactivity and Animation -- Other Things You Can Draw on the Canvas -- Shadows and Fancy Fills -- Making Your Shapes Interactive…”

Tabla de Contenidos: “…Displaying chess pieces on the chessboardDefining rules for the chess pieces; Rules for the King, Queen, Rook, and Bishop; Rules for a Knight; Rules for a Pawn; The movement validation of chess pieces; Tracking all the available moves; Finding out the current position of the King; Checking whether the King is in check; Making the game functional; Getting the source and destination position; Collecting a list of the moves that need to be highlighted; Highlighting allowed moves; Pre move validation; Recording a move in the data structure; Keep game statistics; Managing user preferences; Summary…”

Tabla de Contenidos: “…XHP; Why Use XHP?; Runtime Validation; Secure by Default; How to Use XHP; Basic Tag Usage; Attributes; Embedding Hack Code; Type Annotations for XHP; Object Interface; Validation…”

Tabla de Contenidos: “…Types of Assessments; Choosing a Reviewer; Full External Assessment; Self-Assessment with Independent Validation; Peer Review; Providing an Opinion on the Assessment; Maturity Model; Balanced Scorecard/KPI; Questions about External Assessments; Conclusion; References; Part III: Internal Audit Governance Structures; Chapter 6: Internal Audit Strategy and Planning; Strategic Planning as a Key Input of the Internal Audit Function; Internal Audit Strategy; Internal Audit Stakeholders; Vision; Internal Audit's Value Proposition; Determining Value…”

Tabla de Contenidos: “…; Developing the Vision; The Current State and Future State Data Warehouse; Determining Where Hadoop and NoSQL Databases Fit; Linking Hadoop and the Data Warehouse Infrastructure ; Real-Time Recommendations and Actions; Validating the Vision; Chapter 3: Understanding the Business; Understand Business Initiatives; Big Data and IoT Impact on Business; Data Gathering Methods ; Plan Discovery ; Conduct Preliminary Research…”

Tabla de Contenidos: “…Implementing Standard HTML ControlsWorking with CSS Controls; Creating Controls Using JavaScript; Validating the Input; Allowing Specific Input Only; Looking for Sneaky Inputs; Requesting New Input; Using Both Client-Side and Server-Side Validation; Expecting the Unexpected; Chapter 5. …”

Tabla de Contenidos: “…Chapter 3: Writing a Trend Strategy -- Developing trading ideas -- Market rationale behind a trend strategy -- Information -- Market participants -- Prices and volumes -- Identifying a trend algorithmically -- Moving averages -- Higher highs -- Handling market noise -- Entry confirmations -- Volatility bands -- Summary -- Chapter 4: Strategy Backtesting and Validation -- Understanding backtesting and overfitting -- Strategy complexity -- Strategy robustness -- Sensitivity analysis -- One-way sensitivity analysis -- Double-way sensitivity analysis -- Multiple-way sensitivity analysis…”

Tabla de Contenidos: “…Generating ModelsBasic Active Record Classes; The Rails Console; Attributes; Identifiers; Complex Classes; Composition; Behavior; Validation; Transactions; Conversions; Moving Forward; 4. …”

Tabla de Contenidos: “…; Attachments; Quality assurance and validation; Lessons must lead to action; 7 Taking action; Will there always be an action?…”