Tabla de Contenidos: “…-- How to Become Certified -- Who Should Buy This Book -- How This Book Is Organized -- Chapter Features -- Bonus Digital Contents -- Conventions Used in This Book -- Google Cloud Professional ML Engineer Objective Map -- How to Contact the Publisher -- Chapter 1 Framing ML Problems -- Translating Business Use Cases -- Machine Learning Approaches -- Supervised, Unsupervised, and Semi-supervised Learning -- Classification, Regression, Forecasting, and Clustering -- ML Success Metrics -- Regression -- Responsible AI Practices -- Summary -- Exam Essentials -- Review Questions -- Chapter 2 Exploring Data and Building Data Pipelines -- Visualization -- Box Plot -- Line Plot -- Bar Plot -- Scatterplot -- Statistics Fundamentals -- Mean -- Median -- Mode -- Outlier Detection -- Standard Deviation -- Correlation -- Data Quality and Reliability -- Data Skew -- Data Cleaning -- Scaling -- Log Scaling -- Z-score -- Clipping -- Handling Outliers -- Establishing Data Constraints -- Exploration and Validation at Big-Data Scale -- Running TFDV on Google Cloud Platform -- Organizing and Optimizing Training Datasets -- Imbalanced Data -- Data Splitting -- Data Splitting Strategy for Online Systems -- Handling Missing Data -- Data Leakage -- Summary -- Exam Essentials -- Review Questions -- Chapter 3 Feature Engineering -- Consistent Data Preprocessing -- Encoding Structured Data Types -- Mapping Numeric Values -- Mapping Categorical Values -- Feature Selection -- Class Imbalance -- Classification Threshold with Precision and Recall -- Area under the Curve (AUC)…”

Tabla de Contenidos: “…. : Telling Engaging Stories -- The Process -- So these two guys walk into a bar. . . . -- Chapter 3 A Place for Everything: Organizing Your Content -- The Informative Format -- The Persuasive Format -- The Hook -- The Recommendation -- The Benefits-Why Should They Care? …”

Tabla de Contenidos: “…Story menu -- Analysis menu -- Map menu -- Format menu -- Server menu -- Window menu -- Help menu -- Tooling around in the toolbar -- Understanding sheets versus workbooks -- Renaming sheets -- Deleting sheets -- Integrating Filters and Actions -- Filtering for the needle in the haystack -- Activating your viz with actions -- Getting Guidance from Tableau for Your Visualization and Analysis -- Differentiating between a Dashboard and a Story -- Customizing the Workspace -- Rearranging workspace cards -- Putting your data in motion using Presentation Mode -- Showing and hiding workspace features -- Chapter 8 Visualization Foundations in Tableau -- Finding the Ideal Dataset -- Connecting to the Data Source in Desktop -- Introducing the Visualizations -- The text table -- The heat map and highlight table -- Creating a heat map -- Creating a highlight table -- Maps with and without symbols -- The pie chart -- The bar chart -- The treemap -- Circles and bubbles -- The line chart -- The area chart -- The dual combination chart -- The scatter plot -- The histogram -- The box and whisker plot -- The Gantt chart -- The bullet chart -- Converting a Visualization to a Crosstab -- Publishing Visualizations -- Chapter 9 Analytic Practices in Action -- Understanding Calculations -- Crafting Calculated Fields -- Starting with a simple calculated field -- Formatting your calculations -- Getting the syntax of a calculation right -- Evaluating Your Data Using the Explain Data Feature -- Spotting Patterns in the Data through the Analytics Tools -- Chapter 10 Showcasing Data with Dashboards and Stories -- Dashboards in Tableau -- Configuring the dashboard -- Customizing the dashboard -- Adding Objects to Dashboards -- Tackling text, fonts, and color -- Integrating images and logos -- Weaving in web pages -- Buttoning up the dashboard -- Extending the dashboard…”

Tabla de Contenidos: “…Critical Thinking Questions -- References -- Further Reading -- Chapter 7: Introduction to Control -- Introduction -- Control -- Characteristics of Control -- Prerequisites of a Good Control System -- Essential Features of a Good Control System -- Types of Control -- Tactical control -- Operational control -- Simons' Levers of Control -- Process of Control -- Methods of Control -- Usage of Control -- Importance of Control -- Shortcomings of Control -- Tools of Control -- Control Limits -- Control Charts -- Gantt or Bar Charts -- Precedence Diagrams -- PERT -- Control Ratios -- Control Techniques -- Functional Task Analysis -- Budgetary Control -- Manufacturing Control Systems -- Case: Ciziko: Testing Time for Market Intelligence Control -- Case: Managing Without Control -- Summary -- Key Terms -- Review Questions -- Critical Thinking Questions -- References -- Further Reading -- Chapter 8: Coordination in Organizations -- Introduction -- Concept of Coordination -- Characteristics of Coordination -- Importance of Coordination -- Principles of Coordination -- Objectives and Purposes of Coordination -- Types of Coordination -- Vertical coordination -- Horizontal coordination -- Internal coordination -- External coordination -- Case: Coordination: An Integral Part of Management -- Summary -- Key Terms -- Review Questions -- Critical Thinking Questions -- References -- Further Reading -- Chapter 9: Organizational Forms -- Introduction -- Sole Proprietorships -- Partnerships -- Joint Stock Companies -- Cooperative Organizations -- Multinational Organizations -- Micro-multinationals -- Globally Integrated Enterprises -- Transnational Organizations -- Features of International Organizations -- Advantages of MNCs -- Disadvantages of MNCs -- Case: The Complex Organizational Web of Cisco -- Summary -- Key Terms -- Review Questions -- Critical Thinking Questions…”

Tabla de Contenidos: “…Best Practices -- The Conference Board -- American Law Institute -- American Bar Association -- Institutional Investors -- Council of Institutional Investors -- National Association of Corporate Directors -- Business Roundtable -- Public Pension Funds -- Summary -- Key Terms -- Review Questions -- Discussion Questions -- Notes -- Chapter 8: Internal Auditors' Roles and Responsibilities -- Introduction -- Primary Objectives -- Internal Auditing Function and Corporate Governance -- Internal Auditors as Assurance Providers -- Internal Auditors as Consultants -- Trend and Relevance of Internal Auditors -- Authorities and Responsibilities of Internal Auditors -- Authority -- Responsibility -- Internal Audit Outsourcing -- Audit Committee Relationship with Internal Auditor -- Internal Auditors' Role in Internal Control -- Institute of Internal Auditors -- Determinants of Effective Internal Audit -- Best Practices -- Internal Audit Performance -- Internal Audit Framework -- Internal Auditing Education -- The Internal Audit Opinion on Internal Controls -- Summary -- Key Terms -- Review Questions -- Discussion Questions -- Notes -- Chapter 9: External Auditors' Roles and Responsibilities -- Introduction -- Primary Objectives -- External Auditing and Corporate Governance -- External Auditor Responsibilities -- Auditor Competency -- Audit Failures and Audit Quality -- Public Company Accounting Oversight Board -- Registration and Inspection of Public Accounting Firms -- PCAOB Auditing Standards -- PCAOB Enforcement Investigations -- Audit Committee Oversight of External Auditors -- Appointment, Compensation, and Retention of Auditors -- Preapproval of Audit Services and Permissible Nonaudit Services -- Review of Independent Auditor Plan for the Integrated Audit -- Review and Discussion of Financial Reports -- Monitoring the Auditor's Independence…”

Tabla de Contenidos: “…Introduction to NXT-G -- Starting an NXT-G Program -- The NXT-G Interface -- The Menu Bar -- The Toolbar -- The Work Area -- The Programming Palette -- The Configuration Panel -- The Controller -- The Little Help Window and the Work Area Map -- Fundamental NXT-G Concepts -- The Starting Point -- Sequence Beams -- Extending the Sequence Beam -- Parallel Sequence Beams -- Automatic Resizing of Sequence Beams -- Managing Programming Blocks in the Work Area -- Navigating the Work Area -- Increasing Program Readability with Comments -- The Common Palette -- The Move Block -- The Port Parameter -- The Direction Parameter -- The Steering Parameter -- The Power Parameter -- The Duration Parameter -- The Next Action Parameter -- Feedback Boxes -- The Record/Play Block -- The Sound Block -- The Display Block -- The Wait Block -- The Loop Block -- The Switch Block -- Conclusion -- 8. …”

Tabla de Contenidos: “…Skinnable TextButton Component -- Skinnable ChoiceDialog Component -- Chapter 6 Anatomy of a JavaFX Application -- What You Will Learn -- 6.1 Project Piano -- 6.2 PianoKey Components -- Class PianoKey -- Subclass WhiteKey -- Single Key Application -- Subclass BlackKey -- Two Key Application -- 6.3 Building the Keyboard -- 6.4 SwingButtons and Animation -- 6.5 Adding Help and Improving Visual Effects -- 6.6 Source Code for Project Piano -- Chapter 7 Animation -- What You Will Learn -- 7.1 Timelines -- Animation Basics-Moving an Object -- Animating Multiple Targets -- Animating Multiple Targets Independently -- Animating Groups -- Animation and Binding -- 7.2 Timeline Actions -- Using action with a Digital Clock Display -- Using action with a Progress Bar -- 7.3 Transitions -- Transition Basics-Simple Movement -- ScaleTransition -- Rotate and Fade Transitions -- Compound Transitions -- 7.4 Path Animation -- Creating a Path -- PathTransition -- 7.5 Chutes and Ladders -- Class PathBall (PathBall.fx) -- Main Program (Main.fx) -- Chapter 8 Working with Images -- What You Will Learn -- 8.1 Using Image -- Class Image -- 8.2 Using ImageView -- Scaling -- Transformation and Effects Menagerie -- 8.3 Building a Wall of Photos -- 8.4 Mouse Dragging -- 8.5 Animated Photo Carousel -- Photo Carousel Scene Graph -- CarouselPhoto Animation -- CarouselPhoto Custom Node -- Carousel Custom Node -- Class CarouselImage -- Main Script -- Chapter 9 Web Services -- What You Will Learn -- 9.1 JavaFX Pull Parsers -- XML Parsing -- JSON Parsing -- Animated Photo Carousel -- 9.2 JavaFX HttpRequest -- Using HttpRequest -- 9.3 Flickr: Interesting Photos -- Flickr -- Interesting Photos -- 9.4 Flickr: Searching with Tags -- 9.5 Flickr: Getting User Photos -- Chapter 10 Mobile Applications -- What You Will Learn -- 10.1 JavaFX Mobile-What Does It Mean? …”

Tabla de Contenidos:

Tabla de Contenidos: “…. -- Figure 5.3 Photograph of The Black Diamond Bar on the Schiedamsedijk, presumably during the 1930s (exact date and creator unknown). …”

Tabla de Contenidos: “…Tailored Experiences -- Language -- Chapter 10: Preparation and Setup -- Intranet Groundwork -- Define the Home Site -- Using the SharePoint Admin Center -- Using PowerShell -- Navigate, Search, and Discover -- The Evolution of Finding Stuff -- Global Way Finding -- Configure Your Navigation -- The SharePoint App Bar and Global Navigation -- Create and Customize Your Dashboard -- Create Your Dashboard -- Adding Cards to Your Dashboard -- Configuring the Cards for Your Dashboard -- Planning the Layout of Your Dashboard -- Planning the Audience of Your Cards -- Access the Dashboard -- Plan and Create Content for Your Feed -- Configure the Viva Connections App in the Admin Center -- Set Up Policies for Desktop and Mobile Teams App -- Allow the Use of the App -- Change Management -- Closing -- Part IV: Microsoft Viva Topics -- Chapter 11: Introduction to Viva Topics -- Recommended Prerequisite Knowledge -- SharePoint -- Teams -- Yammer -- Current Licensing Requirements -- Free Trial Information -- Summary -- Chapter 12: Configuring Viva Topics -- Technical Planning -- Licensing -- Viva Topics Add-On -- Microsoft Viva Suite -- How to Apply Licenses -- Configure Viva Topics -- How Viva Topics Will Find Topics -- Excluding Topics -- Choose Who Can See Topics -- Setting Viva Topics Permissions -- Who Can Create and Edit Topics…”

Tabla de Contenidos: “…Measuring Young's modulus for copper or steel wires, etc. by the loading and unloading methods -- 20.2 ♣ Beam deflection - Euler-Bernoulli theory -- 20.2.1 ♣ Beam deflection -- 20.2.2 Light cantilever supporting a weight -- 20.2.3 Cantilever subjected to bending by its own weight -- 20.3 ♣ Vibrations of a cantilever beam -- 20.3.1 ♣ Vibrations of a cantilever beam -- 20.3.2 ♣ Vibrations of a bar with both ends free -- 20.3.3 Project 52. Measuring Young's modulus of bars by the static method - Beam deflection…”

Tabla de Contenidos: “…Exploring Data -- Overview -- Inspecting Data and Its Properties -- Header or Not, Here I Come -- Inspect All the Data -- Feature Names and Data Types -- Unique Identifiers, Continuous Variables, and Factors -- Computing Descriptive Statistics -- Column Statistics -- R One-Liners on the Shell -- Creating Visualizations -- Displaying Images from the Command Line -- Plotting in a Rush -- Creating Bar Charts -- Creating Histograms -- Creating Density Plots -- Happy Little Accidents -- Creating Scatter Plots -- Creating Trend Lines -- Creating Box Plots -- Adding Labels -- Going Beyond Basic Plots -- Summary -- For Further Exploration -- Chapter 8. …”

Tabla de Contenidos: “…Independent Non-persistent -- Disk Mode Setting Use Case Examples -- Snapshots -- OVF Disk Format -- Summary -- Chapter 5: Virtual Network Resources -- Virtual Networking Overview -- Virtual Switches -- Virtual Network Adapters -- Virtual DHCP Server -- NAT Device -- Network Configuration Options -- Bridged Networking -- NAT Configuration -- Host Only -- Network Condition Simulation -- Virtual Network Editor -- Adding a Network -- Summary -- Chapter 6: Virtual Hardware -- Virtual Machine Hardware Versions -- Virtual Hardware Settings -- Memory -- Processors -- Hard Disks -- CD and DVD Drives -- Network Adapters -- USB Controllers -- Sound Cards -- Printer -- Display -- Summary -- Chapter 7: Installing and Configuring VMware Workstation Pro -- Downloading the Software -- Downloading an Evaluation Version -- Download from VMware Customer Connect -- Purchasing Workstation Pro -- Host Requirements -- Host Operating System Requirements -- Supported Guest Operating Systems -- Hyper-V Enabled Host Requirements -- CPU Requirements -- Host Operating System Requirements -- 3D Hardware Accelerated Graphics Requirements -- Hardware Requirements -- Software Requirements -- Installation Process -- Configuring Preferences -- Accessing the Preferences Menu -- Workspace Configuration Preferences -- Default Location for Virtual Machines -- Virtual Machines -- Privacy -- Input Configuration Preferences -- Keyboard and Mouse -- Cursor -- Hot Keys -- Display -- Autofit -- Full Screen -- Color Theme -- Graphics -- Menu and Toolbar -- Unity -- USB -- Updates -- Software Updates -- VMware Tools Updates -- Feedback -- Memory -- Reserved Memory -- Additional Memory -- Priority -- Default Process Priority -- Snapshots -- Devices -- Removable Media -- Virtual Printer -- Summary -- Chapter 8: A Guided Tour of the UI -- Screen Layout -- Menu Bar -- Toolbar -- Library…”

Tabla de Contenidos: “…Building Your First Mobile Application -- Preparing the development machine -- Ripple Emulator -- Installing Ripple Emulator -- First Kendo UI Mobile application -- Views and Layouts -- NavBar -- Application initialization -- A real-world mobile app - Movie Tickets -- The Home screen -- The TabStrip widget -- Transitions -- Navigation -- The Remote view -- The Back button -- Looking into the rendered HTML -- View loading and HTML element IDs -- Application object -- The Initial view -- Loading text -- Forcing platform -- Hiding and showing the loading animation -- Getting a reference of the current view…”

Tabla de Contenidos: “…Wave Reflection and Transmission -- 8-1 Wave Reflection and Transmission at Normal Incidence -- TB15 Lasers -- 8-2 Snell's Laws -- 8-3 Fiber Optics -- 8-4 Wave Reflection and Transmission at Oblique Incidence -- TB16 Bar-Code Readers -- 8-5 Reflectivity and Transmissivity -- 8-6 Waveguides -- 8-7 General Relations for E and H -- 8-8 TM Modes in Rectangular Waveguide -- 8-9 TE Modes in Rectangular Waveguide -- 8-10 Propagation Velocities -- 8-11 Cavity Resonators -- Chapter 9. …”

Tabla de Contenidos: “…-- 1.4 Problem Solving in Engineering and Science -- 2 MATLAB® ENVIRONMENT -- 2.1 Getting Started -- 2.2 Matlab® Windows -- 2.3 Solving Problems With Matlab® -- 2.4 Saving Your Work -- Summary -- Matlab® Summary -- Key Terms -- Problems -- 3 BUILT‐IN MATLAB® FUNCTIONS -- Introduction -- 3.1 Using Built‐In Functions -- 3.2 Using the Help Feature -- 3.3 Elementary Math Functions -- 3.4 Trigonometric Functions -- 3.5 Data Analysis Functions -- 3.6 Random Numbers -- 3.7 Complex Numbers -- 3.8 Computational Limitations -- 3.9 Special Values and Miscellaneous Functions -- Summary -- Matlab® Summary -- Key Terms -- Problems -- 4 MANIPULATING MATLAB® MATRICES -- 4.1 Manipulating Matrices -- 4.2 Problems with Two Variables-Using Meshgrid -- 4.3 Special Matrices -- Summary -- Matlab® Summary -- Key Terms -- Problems -- 5 PLOTTING -- Introduction -- 5.1 Two‐Dimensional Plots -- 5.2 Subplots -- 5.3 Other Types of Two‐Dimensional Plots -- 5.4 Three‐Dimensional Plotting -- 5.5 Editing Plots From the Menu Bar -- 5.6 Creating Plots From the Workspace Window -- 5.7 Saving Your Plots -- Summary -- Matlab® Summary -- Problems -- 6 LOGICAL FUNCTIONS AND SELECTION STRUCTURES -- Introduction -- 6.1 Relational and Logical Operators -- 6.2 Flowcharts and Pseudocode -- 6.3 Logical Functions -- 6.4 Selection Structures -- 6.5 Debugging -- Summary -- Matlab® Summary -- Key Terms -- Problems -- 7 REPETITION STRUCTURES -- Introduction -- 7.1 For Loops -- 7.2 While Loops -- 7.3 Break and Continue -- 7.4 Midpoint Break Loops -- 7.5 Nested Loops -- 7.6 Improving the Efficiency of Loops -- Summary -- Matlab® Summary -- Key Terms -- Problems…”

Tabla de Contenidos: “…SISTEMA BAJA PRESIÓN (1,5-7 BAR) -- 2.2. SISTEMA ALTA PRESIÓN -- 2.3. SISTEMA ELECTROESTÁTICO -- 3. …”

Tabla de Contenidos: “…-- 2.1 Introduction -- 2.2 Method -- 2.2.1 Subjects -- 2.2.2 Decision scenarios -- 2.2.3 Experimental procedure -- 2.3 Results -- 2.3.1 Data classification -- 2.3.2 Hypothesis testing -- 2.4 Discussion -- Acknowledgements -- References -- Appendices -- Appendix A: Experimental scenarios -- Appendix B: Virus infection scenario (warm-up task) from Bär and Huber (2008) -- Appendix C: Choice list for the Holt and Laury (2002) task -- Appendix D: Question for general risk taking assessment -- Appendix E: Significance of Mann-Whitney U statistics (all tests are one-sided) -- Appendix F: Statistics by gender (means are weighted by the corresponding group sizes) -- Chapter 3: Overweighting versus underweighting of small probabilities -- 3.1 Underweighting and Overweighting of Small Probabilities -- 3.2 When do People Tend to Overweight Small Probabilities? …”