Tabla de Contenidos: “…Results; 4. Conclusions; Statistical Annex; Notes; References; Energy Support Measures and their Environmental Effects: Decisive Parameters for Subsidy Removal; 1. …”

Tabla de Contenidos: “…Table of contents; Basic statistics of Finland (2010); Executive Summary; Assessment and recommendations; Finland is being hit by the renewed global economic slowdown; Figure 1. …”

Tabla de Contenidos: “…Table of contents; Basic statistics of Chile (2010 unless noted); Executive summary; Assessment and recommendations; Figure 1. …”

Tabla de Contenidos: “…Table of contents; Basic statistics of Norway (2010); Executive summary; Key recommendations; Assessment and recommendations; Protected from the worst of the crisis by petroleum wealth and a sound macroeconomic policy framework, Norway continues to enjoy high levels of income and well-being; Figure 1. …”

Tabla de Contenidos: “…""Table of contents""; ""Basic statistics of Korea""; ""Executive summary""; ""Assessment and recommendations""; ""Figure 1. …”

Tabla de Contenidos: “…Study tools -- LIST OF SOURCES RELATED TO THE GOOD PRACTICES INCLUDED IN THE EU INVENTORY -- ANNEXES -- Statistical Tables (Paola Naddeo) -- List of the 65 good practices included in the European Inventory -- List of the 14 Case Studies selected -- Abbreviations -- List of Boxes…”

Tabla de Contenidos: “…Key Financial Ratios; Statistical Indicators; Financial Ratios; Liquidity Ratios; Ratios of Working Capital Management; Measures of Profitability; Financial Leverage Ratios; Revenue per Employee; Ratios: Quick and Dirty; 7. …”

Tabla de Contenidos: “…Seeding the dungeonChallenge; Summary; Chapter 5: Randomized Items; Generating health items in the game world; Implementing health item generation; Setting up sprites; Generating items in the dungeon; The Chest prefab; Chest implementation; Spawning the chest; The Item prefab; Item code; Adding player to item interaction; Summary; Chapter 6: Generating Modular Weapons; PCG with modules; Statistics of modular PCG; Creating and configuring new sprites; Creating a multiple image prefab; Modular weapon scripts; Adding a spawn point; Adding a weapon pick up; Adding scripted weapon animation…”

Tabla de Contenidos: “…; Mean squared error (MSE); Mean absolute error (MAE); Normalized MSE and MAE (NMSE and NMAE); Solving the errors: bias and variance; Some complementing fields of Machine learning; Data mining; Artificial intelligence (AI); Statistical learning; Data science; Machine learning process lifecycle and solution architecture; Machine learning algorithms; Decision tree based algorithms; Bayesian method based algorithms; Kernel method based algorithms…”

Tabla de Contenidos: “…Controlling OTP Behaviors; The sys Module; Tracing and Logging; System Messages; Your Own Trace Functions; Statistics, Status, and State; The sys Module Recap; Spawn Options; Memory Management and Garbage Collection…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Packt Upsell -- Contributor -- Table of Contents -- Preface -- Chapter 1: Ensemble Methods for Regression and Classification -- Ensemble methods and their working -- Bootstrap sampling -- Bagging -- Random forests -- Boosting -- Ensemble methods for regression -- The diamond dataset -- Training different regression models -- KNN model -- Bagging model -- Random forests model -- Boosting model -- Using ensemble methods for classification -- Predicting a credit card dataset -- Training different regression models -- Logistic regression model -- Bagging model -- Random forest model -- Boosting model -- Summary -- Chapter 2: Cross-validation and Parameter Tuning -- Holdout cross-validation -- K-fold cross-validation -- Implementing k-fold cross-validation -- Comparing models with k-fold cross-validation -- Introduction to hyperparameter tuning -- Exhaustive grid search -- Hyperparameter tuning in scikit-learn -- Comparing tuned and untuned models -- Summary -- Chapter 3: Working with Features -- Feature selection methods -- Removing dummy features with low variance -- Identifying important features statistically -- Recursive feature elimination -- Dimensionality reduction and PCA -- Feature engineering -- Creating new features -- Improving models with feature engineering -- Training your model -- Reducible and irreducible error -- Summary -- Chapter 4: Introduction to Artificial Neural Networks and TensorFlow -- Introduction to ANNs -- Perceptrons -- Multilayer perceptron -- Elements of a deep neural network model -- Deep learning -- Elements of an MLP model -- Introduction to TensorFlow -- TensorFlow installation -- Core concepts in TensorFlow -- Tensors -- Computational graph -- Summary -- Chapter 5: Predictive Analytics with TensorFlow and Deep Neural Networks -- Predictions with TensorFlow…”

Tabla de Contenidos: “…Trust Your Gut Perform Risk-Based Due Diligence; Sources of Intelligence; Other Special Considerations; Transaction Monitoring; Correspondent Banking - Know Your Correspondents; Politically Exposed Persons; Summary; Chapter 6: A SAR Is Born; The Back Story; Getting to Suspicious; Hidden Value of SARs; 30/60/90 Rule ; Completing the SAR; Why Financial Institutions Need to File; What Happens After You File; Law Enforcement Contact; Suspicious Activity Report Statistics; Summary; Chapter 7: Tips for Law Enforcement and Financial Crimes Investigators…”

Tabla de Contenidos: “…Corporate Web Site; Calculating Statistical Significance; Optimization Gamification; Running Your First A/B Test; Creating a New Page Test; Creating a Multivariate Page-Level Test; Summary; Chapter 5: Marketing Campaigns; Sitecore Marketing Automation; A Looking Glass and a Rudder; Tactical (t) versus Transformational (T); Sitecore Marketing Building Blocks; Events, Failure Events, and Goals; Outcomes; Campaigns; Engagement Plans; Taxonomies; Creating Your First Engagement Plan; Email Experience Manager; Summary; Chapter 6: Web Forms for Marketers…”

Tabla de Contenidos: “…Implementing Consumer and BiConsumerImplementing Predicate and BiPredicate; Implementing Function and BiFunction; Implementing UnaryOperator and BinaryOperator; Checking Functional Interfaces; Returning an Optional; Using Streams; Creating Stream Sources; Using Common Terminal Operations; Using Common Intermediate Operations; Putting Together the Pipeline; Printing a Stream; Working with Primitives; Creating Primitive Streams; Using Optional with Primitive Streams; Summarizing Statistics; Learning the Functional Interfaces for Primitives; Working with Advanced Stream Pipeline Concepts…”

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: “…Contents at a Glance; Contents; About the Author; About the Technical Reviewer; Acknowledgments; Chapter 1: An Introduction to Data Analysis; Data Analysis; Knowledge Domains of the Data Analyst; Computer Science ; Mathematics and Statistics ; Machine Learning and Artificial Intelligence ; Professional Fields of Application ; Understanding the Nature of the Data; When the Data Become Information ; When the Information Becomes Knowledge ; Types of Data ; The Data Analysis Process ; Problem Definition ; Data Extraction ; Data Preparation ; Data Exploration/Visualization…”

Tabla de Contenidos: “…Chapter 3: Advanced QueryingBuilding WordList; Creating the Application; Building the Data Model; Creating the User Interface; Loading and Analyzing the Word List; Getting a Count; Displaying the Statistics; Querying Relationships; Understanding Predicates and Expressions; Viewing Your SQL Queries; Creating Single-Value Expressions; Creating Collection Expressions; Comparing Expressions Using Different Predicate Types; Using Different Comparison Modifiers; Using Different Options; Adding It Up: Using Compound Predicates; Aggregating; Using @count to Retrieve Counts…”

Tabla de Contenidos: “…Native Compilation of Memory-Optimized Tables Memory-Optimized Tables: Surface Area and Limitations; Supported Data Types; Constraints and Table Features; Database-Level Limitations; High Availability Technologies Support; Summary; Chapter 4: Hash Indexes; Hashing Overview; Much Ado About Bucket Count; Bucket Count and Performance; Choosing the Right Bucket Count; Changing the Bucket Count in the Index; Hash Indexes and SARGability; Statistics on Memory-Optimized Tables; Summary; Chapter 5: Nonclustered Indexes; Working with Nonclustered Indexes; Creating Nonclustered Indexes…”

Tabla de Contenidos: “…Running the CodeCopying Transaction Files; Solution; Boost Libraries; Complete Code; Running the Code; Handling Dates; Solution; Complete Code; Running the Code; Conclusion; Chapter 5: Designing Numerical Classes; Representing Matrices in C++; Solution; Complete Code; Using Templates to Calculate Factorials; Solution; Complete Code; Running the Code; Representing Calmar Ratios at Compile Time; Solution; Representing Calmar Ratios; Complete Code; Running the Code; Generating Statistical Data; Solution; Probability Distributions; Complete Code; Running the Code; Conclusion…”

Tabla de Contenidos: “…""Preparing a non JDBC-4 compliant driver""""Creating and removing a datasource""; ""Checking the datasource connection""; ""Reading the datasource's statistics""; ""Setting a connection pool""; ""Creating and removing XA-Datasource""; ""Chapter 6: Clustering WildFly""; ""Introduction""; ""Creating a cluster in standalone mode""; ""Creating separate clusters in standalone mode""; ""Creating a cluster in domain mode""; ""Creating separate clusters in domain mode""; ""Creating a cluster via TCP""; ""Testing the UDP protocol with the JGroups tool""; ""Chapter 7: Load Balancing WildFly""…”