Tabla de Contenidos: “…1.8 Samples and Populations1.8.1 Drawing a Random Sample; *1.8.2 Using Data That Are Already in Spreadsheet Form; 1.8.3 Ensuring the Sample Is Representative; 1.9 Summary and Review; Chapter 2: Probability; 2.1 Probability; 2.1.1 Events and Outcomes; 2.1.2 Venn Diagrams; 2.2 Binomial Trials; 2.2.1 Permutations and Rearrangements; *2.2.2 Programming Your Own Functions in R; 2.2.3 Back to the Binomial; 2.2.4 The Problem Jury; *2.3 Conditional Probability; 2.3.1 Market Basket Analysis; 2.3.2 Negative Results; 2.4 Independence; 2.5 Applications to Genetics; 2.6 Summary and Review…”

Tabla de Contenidos:

Tabla de Contenidos: “…Cover; Title Page; Copyright Page; Contents; Chapter 1 - Industrial Automation; 1.1 - Introduction; 1.2 - Innovators; 1.3 - Industrial revolutions; 1.4 - Evolution of automation from needs perspectives; 1.5 - Evolution of automation from technology perspectives; 1.6 - Challenges three decades back; 1.7 - Current challenges; 1.8 - Technology trends; 1.8.1 - Transmission media & Technology; 1.9 - Device connectivity; 1.10 - Automation system controllers; 1.10.1 - Control logics; 1.10.2 - Objectives of the plant information and control systems…”

Tabla de Contenidos: “…Case 2.2 Reliability of a Major Component (Incomplete Data)Case 2.3 Heart Pacemaker Data; Case 2.4 Automobile Warranty Data; Case 2.5 Industrial Product Sold in Batches; Case 2.6 Tensile Strength of Fibers; Case 2.7 Reliability of Hydraulic Systems; Case 2.8 Bus Motor Failure Data; Case 2.9 Lifetimes of Light Bulbs; Case 2.10 Air Conditioning Unit Failures; Case 2.11 Electronic Connectors; Case 2.12 Laser Weld Strength; Case 2.13 Clerical Errors; Case 2.14 Ball Bearing Data; Case 2.15 Helicopter Failure Data; Case 2.16 Compressor Failure Data; Case 2.17 Jet Engines…”

Tabla de Contenidos: “…2.2.3 Volume and flexibility problems2.2.4 The cost problem; 2.2.5 The value mining problem; 2.2.6 The security and privacy problem; 2.2.7 Interoperability and data sharing issues; 2.3 The dialectical relationship between Cloud computing and big data; 2.4 Big data technologies; 2.4.1 Infrastructure support; 2.4.2 Data acquisition; 2.4.3 Data storage; 2.4.4 Data computing; 2.4.4.1 Offline batch computing; 2.4.4.2 Real-time interactive computing; 2.4.4.3 Streaming computing; 2.4.5 Data presentation and interaction; 2.4.6 Related work; Summary; Acknowledgments; References…”

Tabla de Contenidos: “…3.5 Work in Process (WIP)3.5.1 Wirtschaftlich sinnvolle Batch-Größen benutzen; 3.5.2 Lagerbestände erkennen und sinnvoll verwalten; 3.5.3 Auf unerledigte Arbeit konzentrieren, nicht auf untätige Arbeiter; 3.5.4 Verzögerungskosten betrachten; 3.6 Fortschritt; 3.6.1 An Echtzeitinformationen anpassen und umplanen; 3.6.2 Fortschritt messen, indem man funktionierende Güter validiert; 3.6.3 Auf eine wertzentrierte Auslieferung konzentrieren; 3.7 Leistung; 3.7.1 Gehe schnell, aber hetze nicht; 3.7.2 Baue Qualität ein; 3.7.3 Mache alles ohne großes Zeremoniell; 3.8 Abschließende Bemerkungen…”

Tabla de Contenidos: “…1.2.3 Digital Online Editing1.2.4 Transition from NTSC to HDTV; Part 2 The Digital Film Frontier; 2.1 New Frontiers of 21st-Century Filmmaking; 2.1.1 Digital Intermediate; 2.1.2 File-Based Workflows; 2.1.3 Demise of Film?…”

Tabla de Contenidos: “…9 Painting Fundamentals III: Refine and Focus9.1 Introduction; 9.2 Fundamental Art Principles; 9.3 Applying the Fundamental Art Principles to the Sigifredo Portrait; 9.4 Applying the Fundamental Art Principles to the Wine Still Life; 9.5 Gallery; 9.6 Focus Exercise; 9.7 Wrap; 10 Painting Fundamentals IV: Replay; 10.1 Introduction; 10.2 Recording a Script; 10.3 Playing Back a Script; 10.4 Generating a Frame Stack from a Script; 10.5 Generating a QuickTime Movie from a Frame Stack; 10.6 Generating Numbered Files from a Frame Stack; 10.7 Using Background Scripts as a Last-Resort Rescue…”

Tabla de Contenidos: “…System Installation Suite -- 4.1 SIS concepts -- 4.2 SIS installation and configuration -- 4.2.1 Installing SIS on the image server -- 4.2.2 Installing SIS on the golden client -- 4.2.3 SIS in action -- 4.2.4 Integrating the SIS client with Tivoli Configuration Manager -- 4.2.5 Scaling the solution -- Related publications -- IBM Redbooks -- Other publications -- Online resources -- How to get IBM Redbooks -- Help from IBM -- Index -- Back cover…”

Tabla de Contenidos: “…I'm the guy with code -- Layered architecture -- Creating the browser module -- Loading an image -- Creating a game loop -- RequestAnimationFrame -- A game trait -- Fixing our time step -- Loading assets -- Cleaner drawing -- Integrating the game loop -- Adding keyboard input -- Moving Red Hat Boy -- Summary -- Chapter 4: Managing Animations with State Machines -- Technical requirements -- Introducing state machines -- Defining a state machine -- Implementing with types -- Managing animation -- Transitioning between states -- Managing the state machine -- Using Into for clean code -- Integrating the state machine -- Drawing RedHatBoy -- Updating RHB -- Adding the Running state -- Transitioning to sliding -- Transitioning to sliding and back again -- Every little thing I think I see -- Transitioning to jumping -- Summary -- Chapter 5: Collision Detection -- Technical requirements -- Creating a real scene -- Adding the background -- Adding an obstacle -- Axis-aligned bounding boxes -- Collision…”

Tabla de Contenidos: “…-- Conclusion -- Summary of key points -- References -- Annotated further reading -- Useful website -- 10 Psychological care matters -- Introduction -- Chapter aims -- The argument for psychology in midwifery practice -- The psychological impact of caring for vulnerable women -- The importance of the care environment -- Future challenges -- References -- Annotated further reading -- Glossary -- Index -- Back cover…”

Tabla de Contenidos: “…Sample logical architecture selection document -- Table of contents -- Executive summary -- Business overview -- Business objectives -- Acme's current environment -- Current physical architecture -- Current user community -- Current security mechanisms -- Recommended logical architectures -- Initial rollout recommendation -- Medium-term recommendation -- Long-term recommendation -- Rationale for architecture proposal -- Required skills -- Next steps -- Sample proposal glossary -- Glossary -- Related publications -- IBM Redbooks -- References -- Online resources -- How to get IBM Redbooks -- Help from IBM -- Index -- Back cover…”

Tabla de Contenidos: “…Notes -- References -- Chapter 5: Unsupervised Learning -- K -means Clustering -- Hierarchical Clustering -- Association Rule Mining -- K -Nearest Neighbors -- Summary -- Exercise -- References -- Chapter 6: Supervised Learning -- Introduction to Artificial Neural Networks -- Forward and Backward Propagation Methods -- Architectural Types in ANN -- Hyperparameters for Tuning the ANN -- An Example of ANN Classification -- Introduction to Ensemble Learning Techniques -- Random Forest Ensemble Learning -- Introduction to AdaBoost Ensemble Learning -- Introduction to Extreme Gradient Boosting (XGB) -- Cross-Validation -- Summary -- Exercise -- References -- Chapter 7: Natural Language Processing for Analyzing Unstructured Data -- Terminology for NLP -- Installing NLTK and Other Libraries -- Tokenization -- Stemming -- Stopwords -- Part of Speech Tagging -- Bag-of-Words (BOW) -- n- grams -- Sentiment and Emotion Classification -- Summary -- Exercise -- References -- Chapter 8: Predictive Analytics Using Deep Neural Networks -- Introduction to Deep Learning -- The Deep Neural Networks and Its Architectural Variants -- Multilayer Perceptron (MLP) -- Convolutional Neural Networks (CNN) -- Recurrent Neural Networks (RNN) -- AlexNet -- VGGNet -- Inception -- ResNet and GoogLeNet -- Hyperparameters of DNN and Strategies for Tuning Them -- Activation Function -- Regularization -- Number of Hidden Layers -- Number of Neurons Per Layer -- Learning Rate -- Optimizer -- Batch Size -- Epoch -- Weight and Biases Initialization -- Grid Search -- Random Search -- Deep Belief Networks (DBN) -- Analyzing the Boston Housing Dataset Using DNN -- Summary -- Exercise -- References -- Chapter 9: Convolutional Neural Networks (CNN) for Predictive Analytics -- Convolution Layer -- Padding and Strides -- ReLU LAYER -- Pooling Layer -- Fully Connected Layer…”

Tabla de Contenidos: “…Throttling, debouncing, and batching asynchronous operations -- Summary -- Chapter 8: Event-Driven Programming Patterns -- Technical requirements -- Optimizing event listeners through event delegation -- Patterns for secure frame/native WebView bridge messaging -- Event listener performance antipatterns -- Summary -- Chapter 9: Maximizing Performance - Lazy Loading and Code Splitting -- Technical requirements -- Dynamic imports and code splitting with Vite -- Route-based code splitting and bundling -- Loading JavaScript on element visibility and interaction -- Summary -- Chapter 10: Asset Loading Strategies and Executing Code off the Main Thread -- Technical requirements -- Asset loading optimization - async, defer, preconnect, preload, and prefetch -- Using Next.js Script's strategy option to optimize asset loading -- Loading and running scripts in a worker thread -- Summary -- Index -- Other Books You May Enjoy…”

Tabla de Contenidos: “…Cover Page -- Title Page -- Copyright Page -- Contents -- Foreword-The Power of Value Selling: The Gold Standard to Drive Revenue and Create Customers for Life -- Introduction: The More Things Change, the More They Stay the Same -- Part I Why ValueSelling, Why Now -- Chapter 1 Specialized Sellers, Exploding Sales Tech, Sophisticated Buyers (What's Changed) -- Sophisticated Buyers -- Chapter 2 How You Sell Is Just as Important as What You Sell -- Chapter 3 Modern Selling Is ValueSelling (Why Value Is Still Important) -- Part II Put the Pro Back in Sales Professional -- Chapter 4 People Buy from People: Building Credibility, Trust, and Rapport -- Why Should I Listen to You? …”

Tabla de Contenidos: “…., c.1705-11 -- How to build a giant cartouche : Nicolas de Fer, Carte de la mer du Sud et de la mer du Nord, 1713 -- Advertising makes its entrance : George Willdey, Map of North America, 1715 -- The collapse of the Mississippi bubble : Matthäus Seutter, Accurata delineatio Ludovicianae vel Gallice Louisiane, c.1728 -- "The link of the human race for both utility and pleasure" : Matthäus Seutter, Postarum seu cursorum publicorum diverticula en mansiones per Germaniam, c.1731 -- Kill the cannibals and convert the rest : Jean-Baptiste Nolin, II, L'Amérique dressée sur les relations les plus récentes, 1740 -- The cartographer and the shogun : Matthäus Seutter, Regni Japoniae nova mappa geographica, c.1745 -- The illusionistic roll of the cartouche : Gilles and Didier Robert de Vaugondy, Carte de la terre des Hebreux ou Israelites, 1745 -- A cartographic balancing act : Matthäus Seutter, Partie orientale de la Nouvelle France ou du Canada, c.1756 -- Impartial border, Partisan cartouche : Juan de la Cruz Cano y Olmedilla, Mapa geografico de America Meridional, 1775 -- A tactile illusion that legitimates the map : Henry Pelham, A plan of Boston in New England with its Environs, 1777 -- Fighting back against colonial cartography : José Joaquim da Rocha, Mappa da Comarca do Sabará pertencente a Capitania de Minas Gerais (c.1778) -- The actors begin to leave the stage : Jean Janvier, Maps of 1761, 1769, and 1774; Robert de Vaugondy, Map of 1778; John Purdy, Map of 1809 -- A map on a map on a map : John Randel, Jr., The City of New York as Laid Out by the Commissioners, 1821.…”

Tabla de Contenidos: “…-- Improving network connectivity using a VPN -- IPSec-based VPN -- OpenVPN -- Configuring a VPN client with the Control Center -- Network performance monitoring -- nmon -- bpytop -- Summary -- Further reading -- Part 3: Productivity Tools -- Chapter 6: Sandbox Applications -- Technical requirements -- Inspecting sandbox applications -- SELinux sandbox -- Diving deep into AppImage apps -- Running an AppImage -- Developing AppImages -- Examining Flatpak applications -- Using Flatpak applications -- Building Flatpak applications -- Summary -- Further reading -- Chapter 7: Text Editors -- Technical requirements -- Text editors and the command line -- Emacs overview -- The basics -- Mastering GNU Emacs -- Nano basics -- The mighty vim -- The basics -- Mastering vim -- Summary -- Further reading -- Chapter 8: LibreOffice Suite -- Technical requirements -- Exploring office tools on Fedora Linux -- WPS Office -- ONLYOFFICE -- Calligra -- Fonts -- LibreOffice -- Getting used to Writer and Calc -- Writer -- Calc -- Creating slides and image management -- Summary -- Further reading -- Chapter 9: Mail Clients and Browsers -- Technical requirements -- Mailing with Evolution -- Mailing with Thunderbird -- Trusty old Firefox -- Customizing Firefox -- Expanding browsing with Google Chrome -- Summary -- Further reading -- Part 4: System Administration Tools -- Chapter 10: System Administration -- Technical requirements -- The three laws of the SysAdmin -- The KISS principle -- Knowing the basic tasks -- A little bit of Git and programming -- Bash scripting -- Git -- The basics -- Don't forget to back up -- Archiving and compression -- Version management with Git -- Automating with Ansible -- The basics -- First steps -- Never-ending study -- Summary -- Chapter 11: Performance Tuning Best Practices -- Technical requirements…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and credit -- Contributors -- Table of Contents -- Preface -- Part 1: Cypher Introduction -- Chapter 1: Introduction to Neo4j and Cypher -- Technical requirements -- Introducing Neo4j and graph database concepts -- Understanding nodes in graphs -- Understanding relationships in graphs -- Cypher -- Installing Neo4j Desktop -- Downloading Neo4j Desktop -- A visual tour of Neo4j Desktop -- Projects menu -- DBMSs menu -- Graph applications -- Help menu -- Settings menu -- Using Neo4j Desktop -- Creating a local DBMS -- Managing a local DBMS instance -- Working with a local DBMS -- Starting the instance -- Opening the browser -- Working with the browser's UI -- Working with additional options to manage local DBMS -- Summary -- Chapter 2: Components of Cypher -- Technical requirements -- Graph storage in Neo4j -- Using the Cypher syntax -- Property types -- Structural types -- Composite types -- Using the nodes syntax -- Using the relationships syntax -- Working with Cypher keywords -- Using MATCH and OPTIONAL MATCH -- Using CREATE and DELETE -- SET and REMOVE -- Using WHERE, SKIP, LIMIT, and ORDER BY -- Using MERGE -- Using FOREACH -- Using UNWIND -- Using UNION and UNION ALL -- Using indexes and constraints -- Summary -- Part 2: Working with Cypher -- Chapter 3: Loading Data with Cypher -- Before loading the data -- Graph data modeling -- Loading data with LOAD CSV -- LOAD CSV without headers -- LOAD CSV with headers -- Loading data with LOAD CSV using batching -- USING PERIODIC COMMIT -- CALL IN TRANSACTIONS -- Loading data using client drivers -- URI schemes -- Neo4j sessions -- Mapping the source data to graph -- Loading the patient data -- Loading the encounter data -- Loading provider data -- Loading organization data -- Loading medication data -- Loading condition, procedure, and allergy data…”

Tabla de Contenidos: “…Tesla: How Embeddings Are Used in Self-Driving Cars -- Kalendar AI: The Power of Embeddings in Sales Outreach -- Notion: Enhanced Search Capabilities -- DALL·E 2: Text-to-Image Conversion -- Understanding Text Embedding -- Embeddings for Multiple Inputs -- Use case: Semantic Search -- Cosine Similarity: A Deeper Look -- Semantic Search and OpenAI's Text Embeddings -- Behind the Scenes: How Embeddings Work -- Advanced Embedding Examples -- Predicting Your Preferred Coffee -- Creating a "Fuzzier" Search -- Predicting News Category: Zero-Shot Classification with Embeddings -- Evaluating the Accuracy of a Zero-Shot Classifier -- Precision in Zero-Shot Classifier Applications: Examples -- Fine-Tuning and Best Practices -- Few-Shot Learning -- Enhancing Few-Shot Learning -- Practical Application of Fine-Tuning -- Fine-Tuning Best Practices -- Choosing the Model -- Validating the Dataset -- Token Limit -- Dataset Size -- Testing and Improving Training (Hyperparameters) -- Epochs -- Learning Rate Multiplier -- Batch Size -- Consider Estimated Costs -- Dataset Quality -- Combining Fine-Tuning with Other Techniques -- Experiment and Learn -- Use a Validation Set -- Test the Model -- Analyze the Results -- Advanced Fine-Tuning: Mental Health Coach -- Dataset Used in the Example -- Preparing the Data -- Using the Model in Real-World Applications and Challenges -- Context &amp -- Memory: Making AI More Real -- The Problem: No Memory -- No Context = Chaos of Randomness and Confusion -- History = Context -- The Problem with Carrying Over History -- Last In First Out (LIFO) Memory -- The Problem with Last In, First Out Memory -- Selective Context -- Using a Vector Database with OpenAI -- Introduction -- What is a Vector Database? …”

Tabla de Contenidos: “…Acknowledgments -- Abbreviations -- Introduction: A Case for a Study on the LXX-Twelve Prophets in Acts -- I Flourishing Bones: an Introduction to a Study of the LXX-Twelve Prophets in Acts -- I Previous Work on the TP in Acts and Models of Interpretation -- I A New Study on the TP in Acts -- V The Argument and the Direction of the Study -- 1 (3z(BI Will Pour Out My Spirit(3y:(B Jesus the Lord and the Lukan Reading of LXX-Joel 3:1–5 in Acts 2 -- The Text of LXX-Joel 3:1–5 and of Acts 2:17–21 -- I Introduction -- I (3z(BI will pour out My Spirit(3y:(B LXX-Joel 3:1–5 -- I LXX-Joel 3:1–5 in Acts 2: God's Attestation of the Lord and His Witnesses -- V Joel 3:1–5 in The Testament of Judah 24 -- V Luke and The Testament of Judah 24: a Conversation among Readers -- 2 (3z(BForty Years(3y:(B the Divided People of God and the Lukan Reading of LXX-Amos 5:25–27 in Acts 7:42–43 -- The Text of LXX-Amos 5:25–27 and of Acts 7:42–43 -- I Introduction -- I (3z(BForty Years(3y:(B Amos 5:25–27 as a Look Back to the Exodus -- I Amos 5:25–27 in Acts 7:42–43 -- V Amos in the Damascus Document: CD-A 7:13–8:1 -- V Amos 5:25–27 in CD-A and Acts 7: Reading Amos 5 in Community -- 3 (3z(BI am Doing a Work(3y:(B the Gentiles as God's People and the Lukan Reading of LXX-Habakkuk 1:5 in Acts 13 -- The Text of LXX-Habakkuk 1:5 and of Acts 13:41 -- I Introduction -- I Habakkuk: the Announcement of an Amazing Judgment -- I The Work of God: the Role of Habakkuk 1:5 in Acts 13 -- V (3z(BThe Traitors in the Latter Days(3y:(B the Reading of Hab. 1:5 by 1QpHab 1.16–2.10 -- V Habakkuk 1:5 in 1QpHab and Acts 13: a Conversation among Readers -- 4 (3z(BAll the Gentiles Who Are Called(3y:(B Sending the Gentiles Mission and the Lukan Reading of LXX-Amos 9:11–12 in Acts 15 -- The Text of LXX-Amos 9:11–12 and of Amos 15:16–18 -- I Introduction -- I LXX-Amos 9:11–12: a Rebuilt Davidic Reign in the Eschatological Future -- I LXX-Amos 9:11–12 in Acts 15: Gentile as Gentile -- V Amos 9:11 in 4Q Florilegium Frgs. 1–2 and 21, 1 -- V Luke and 4QFlor: a Discussion among Readers of Amos 9:11 (and 12) -- Conclusion: Reading the Greek Book-of-the-Twelve-Prophets in Acts -- I What Was This Study About? …”