Tabla de Contenidos: “…Synthetic data for privacy issues -- Synthetic data in computer vision -- Synthetic data and ethical considerations -- Synthetic data types -- Data augmentation -- Geometric transformations -- Noise injection -- Text replacement, deletion, and injection -- Summary -- Chapter 5: Synthetic Data as a Solution -- The main advantages of synthetic data -- Unbiased -- Diverse -- Controllable -- Scalable -- Automatic data labeling -- Annotation quality -- Low cost -- Solving privacy issues with synthetic data -- Using synthetic data to solve time and efficiency issues -- Synthetic data as a revolutionary solution for rare data -- Synthetic data generation methods -- Summary -- Part 3: Synthetic Data Generation Approaches -- Chapter 6: Leveraging Simulators and Rendering Engines to Generate Synthetic Data -- Introduction to simulators and rendering engines -- Simulators -- Rendering and game engines -- History and evolution of simulators and game engines -- Generating synthetic data -- Identify the task and ground truth to generate -- Create the 3D virtual world in the game engine -- Setting up the virtual camera -- Adding noise and anomalies -- Setting up the labeling pipeline -- Generating the training data with the ground truth -- Challenges and limitations -- Realism -- Diversity -- Complexity -- Looking at two case studies -- AirSim -- CARLA -- Summary -- Chapter 7: Exploring Generative Adversarial Networks -- Technical requirements -- What is a GAN? …”

Tabla de Contenidos: “…5.3.1 Where we want to be -- 5.3.2 Where we are now -- 5.3.3 How we will get there -- 5.3.4 How we will know we have arrived -- 5.4 Implementation -- 5.4.1 Additional instrumentation required -- 5.4.2 Identifying the business service -- 5.4.3 Identifying necessary users roles -- 5.4.4 Required resource types -- 5.4.5 Creating business systems based on business functions -- 5.4.6 Defining executive dashboard views -- 5.4.7 Agreeing to and defining service level objectives -- 5.4.8 Identifying metrics -- 5.4.9 Enabling data sources in IBM Tivoli Service Level Advisor -- 5.4.10 Setting up schedules, realms, and customers -- 5.4.11 Setting up offerings -- 5.4.12 Setting up SLA in IBM Tivoli Service Level Advisor -- 5.5 How the new solution works in practice -- 5.6 Continuous improvement -- Chapter 6. …”

“…Based on the developmental state theory, an East Asian developmental state model is set up as a benchmark. The thesis uses an empirical analysis of the auto industry to highlight the performance outcome of China’s development strategy. …”

“…Next, you'll learn how to create your first VR experience, right from setting up the project to image effects. You'll be familiarized with all the tools that Unity has to offer to create your own immersive VR experiences. …”

Tabla de Contenidos: “…1.13.6 Earning -- 1.14 Blockchain as a Service -- 1.15 Securities -- 1.16 Development Platforms -- 1.17 Scandals and Public Perceptions -- 1.17.1 Privacy Limitations -- 1.17.2 Lack of Regulations and Governance -- 1.17.3 Cost to Set Up -- 1.17.4 Huge Consumption of Energy -- 1.17.5 Public Perception -- References -- 2 The Scope for Blockchain Ecosystem -- 2.1 Introduction -- 2.2 Blockchain as Game Changer for Environment -- 2.3 Blockchain in Business Ecosystem -- 2.3.1 Business Ecosystem -- 2.3.2 Are Blockchain Business Models Really Needed? …”

“…This ""hands on"" book provides practical information on how to cost effectively set up an ISO 9001: 2000 compliant Quality Management System. …”

“…Style and approach This book offers a step-by-step approach to setting up Apache Spark, and use other analytical tools with it to process Big Data and build machine learning pr..…”

“…Once you have the IDE set up, you'll be ready to create Mule applications. …”

Tabla de Contenidos: “…-- Part I: Understanding the Project Management Landscape -- Part II: Traditional Project Management -- Part III: Complex Project Management -- Appendices -- Unique Value Propositions -- Co-Manager Model -- Integrated Continuous Improvement Process -- Requirements Elicitation -- Scope Triangle -- Project Set-up Phase -- Project Scope Bank -- Probative Swim Lanes -- Bundled Change Management -- Vetted Portfolio -- The Rationale for This Organization -- A Bottom-Up Learning Experience -- Learning about Process Groups -- Learning How Process Groups Form Life Cycle Processes -- Learning Effective Life Cycle Management Strategies -- Learning How to Adapt to the Realities of Projects -- Learning to Be a Thinking Project Manager -- How to Use This Book -- Introductory (Chapters 1-10) -- Intermediate (Chapters 6-15) -- Advanced (Chapters 11-15) -- Who Should Use This Book -- Practicing Professionals -- Undergraduate, Graduate, and Adjunct Faculty -- Corporate Trainers -- What's on the Website -- Slide Presentation -- Individual, Team, and Class Exercises -- Case Studies -- Putting It All Together -- EPM8e Logo -- Part I Understanding the Project Management Landscape -- Chapter 1 What Is a Project? …”

“…All infectious diseases have been updated from an occupational health perspective Includes practical guidance on to how to set up medical surveillance for hazards and suggests preventive measures that can be used to reduce occupational diseases"--…”

Tabla de Contenidos: “…Cover -- Title page -- Copyright and credits -- Dedication -- Foreword -- Acknowledgment -- Contributors -- Preface -- Table of Contents -- Part 1: UX Foundation for Enterprise ChatGPT -- Chapter 1: Recognizing the Power of Design in ChatGPT -- Technical requirements -- Approach 1 - The no-code approach -- Approach 2 - code with Node.JS, Python, or curl -- Traversing the history of conversational AI -- The importance of UX design for ChatGPT -- Understanding the science and art of UX design -- The science of design -- The art of design -- It takes a village to create superb UX -- Setting up a customized model -- Summary -- References -- Chapter 2: User Research -- Surveying UX research methods -- Understanding user needs analysis -- Surveys for conversational AI -- Survey checklist -- Case study on an effective survey -- Designing insightful interviews -- Defining research objectives -- Selecting participants -- Develop a structured interview program -- Pilot the interview process and program -- Conduct the structured interviews -- Record and document findings -- Data analysis -- Report findings -- Summary of the interview process -- Getting started with conversational analysis -- Tagging a log file should focus on each interaction -- Define success and failure categories -- Trying conversational analysis -- Exploring the examples from the case study -- Generate enhancements and bugs from groups of issues -- Score results -- Results -- Summary -- References -- Chapter 3: Identifying Optimal Use Cases for ChatGPT -- Understanding use case basics -- Use case or user stories -- Establishing a baseline with ChatGPT -- Example use case for a ChatGPT instance - patching software -- Creating a user story from a use case -- Prioritizing ChatGPT opportunities from the use case -- Aligning LLMs with user goals -- Applications of ChatGPT…”

Tabla de Contenidos: “…-- Unit Testing for Model Training and Serving -- Testing for Updates in API Calls -- Testing for Algorithmic Correctness -- Summary -- Exam Essentials -- Review Questions -- Chapter 9 Model Explainability on Vertex AI -- Model Explainability on Vertex AI -- Explainable AI -- Interpretability and Explainability -- Feature Importance -- Vertex Explainable AI -- Data Bias and Fairness -- ML Solution Readiness -- How to Set Up Explanations in the Vertex AI -- Summary -- Exam Essentials -- Review Questions -- Chapter 10 Scaling Models in Production -- Scaling Prediction Service -- TensorFlow Serving -- Serving (Online, Batch, and Caching) -- Real-Time Static and Dynamic Reference Features -- Pre-computing and Caching Prediction -- Google Cloud Serving Options -- Online Predictions -- Batch Predictions -- Hosting Third-Party Pipelines (MLflow) on Google Cloud -- Testing for Target Performance -- Configuring Triggers and Pipeline Schedules -- Summary -- Exam Essentials -- Review Questions -- Chapter 11 Designing ML Training Pipelines -- Orchestration Frameworks -- Kubeflow Pipelines -- Vertex AI Pipelines -- Apache Airflow -- Cloud Composer -- Comparison of Tools -- Identification of Components, Parameters, Triggers, and Compute Needs -- Schedule the Workflows with Kubeflow Pipelines -- Schedule Vertex AI Pipelines -- System Design with Kubeflow/TFX -- System Design with Kubeflow DSL -- System Design with TFX -- Hybrid or Multicloud Strategies -- Summary -- Exam Essentials -- Review Questions -- Chapter 12 Model Monitoring, Tracking, and Auditing Metadata -- Model Monitoring -- Concept Drift -- Data Drift -- Model Monitoring on Vertex AI -- Drift and Skew Calculation -- Input Schemas -- Logging Strategy -- Types of Prediction Logs -- Log Settings -- Model Monitoring and Logging -- Model and Dataset Lineage…”

Tabla de Contenidos: “…Develop rail capacity to improve the route's throughput and sustainability -- Set up adequate environmental standards and incentives to develop a low-carbon transport offer -- References -- Notes -- 5 Effective implementation: strategic planning, private sector involvement and regional co-operation -- Regional dialogue on the Middle Corridor has intensified, but greater co-ordination will be needed to develop it -- A regional inter-governmental dialogue on an action plan to develop the route has started to formalise -- Collaboration between Middle Corridor countries is increasing but could be further improved -- Reform efforts also largely remain within the domestic scope -- At the national level, the lack of an integrated strategy and limited co-ordination between levels of government constrain reform -- Co-operation and co-ordination among various authorities, as well as between the public and private sectors at the national level, is still insufficient -- Public-private co-operation also remains at the margins and limits private sector involvement in the planning and financing of the route's development -- Public-private partnership frameworks for infrastructure financing and development exist, yet remain at an early stage of development -- Despite improved dialogue at the regional level, the private sector is largely excluded from strategic discussions about the route's development, at the national level -- Current infrastructure projects therefore remain mainly publicly financed, with limited interest from private investors -- Defining a co-ordination framework and building capacity for efficient and transparent planning to enhance regional co-operation -- Develop the institutional tools to support a common approach to the development of the Middle Corridor -- Set up a formal coordination framework for the Middle Corridor…”

Tabla de Contenidos: “…2.1.5 Realistic view of your business potential2.2 Summary and conclusion; 2.3 Self-test on the characteristics necessary for IT consulting; 3 Setting up your IT consultancy business; 3.1 Three focusing questions; 3.2 Form of business; 3.3 To be or not to be a company; 3.4 The awkward question of capital; 3.5 A financial forecast; 3.6 Fixed costs; 3.7 Variable costs; 3.8 Cash flow; 3.9 What can the Internet do for you?…”

Tabla de Contenidos: “…Before you do anything, choose where to store your photos -- Next, do this: set up your folder organization (it's really important) -- Getting photos from your camera into lightroom -- Using smart previews to work without an external hard drive attached -- Importing photos already on your computer -- Save time importing using import presets (and a compact view) -- Importing video from your DSLR -- Shooting tethered (go straight from your camera, right into lightroom) -- Using image overlay to see if your images fit your layout -- Creating your own custom filen aming templates -- Choosing your preferences for importing photos -- The Adobe DNG file format advantage -- Creating your own custom metadata (copyright) templates -- Four things you'll want to know now about getting around lightroom -- Viewing your imported photos -- Using lights dim, lights out, and other viewing modes -- Seeing a real full-screen view -- Using guides and the resizable grid overlays -- Lightroom killer tips -- 2. …”

Tabla de Contenidos: “…Kitchen Table Cider MakingStep 1: Clean Your Equipment; Step 2: Set Up the Juicer and Strainer.; Step 3: Juice and Strain.; Step 4: Shoot the Yeast; Step 5: Ferment; Step 6: Bottle; Step 7: Enjoy; Chapter 4. …”

Tabla de Contenidos: “…Cover -- Exam Vouchers -- FM -- Copyright -- Contributors -- Table of Contents -- Preface -- How to Use This Book -- Approach for Navigating Multiple-Choice Queries -- Exercising Caution in Testing -- Advice on Additional Resources - Practical Exercise -- Chapter 1: Mobile Devices -- Introduction -- Practice Exam Questions -- 1.1 Given a scenario, install and configure laptop hardware and components -- 1.2 Compare and contrast the display components of mobile devices -- 1.3 Given a scenario, set up and configure accessories and ports of mobile devices -- 1.4 Given a scenario, configure basic mobile-device network connectivity and application support -- Chapter 2: Networking -- Introduction -- Practice Exam Questions -- 2.1 Compare and contrast TCP and UDP ports, protocols, and their purposes -- 2.2 Compare and contrast common networking hardware -- 2.3 Compare and contrast protocols for wireless networking -- 2.4 Summarize services provided by networked hosts -- 2.5 Given a scenario, install and configure basic wired/wireless small office/home office (SOHO) networks -- 2.6 Compare and contrast common network configuration concepts -- 2.7 Compare and contrast internet connection types, network types, and their features -- 2.8 Given a scenario, use networking tools -- Chapter 3: Hardware -- Introduction -- Practice Exam Questions -- 3.1 Explain basic cable types and their connectors, features, and purposes -- 3.2 Install the appropriate RAM given a scenario -- 3.3 Given a scenario, select and install storage devices -- 3.4 Given a scenario, install and configure motherboards, central processing units (CPUs), and add-on cards -- 3.5 Given a scenario, install or replace the appropriate power supply -- 3.6 Given a scenario, deploy and configure multifunction devices/printers and settings…”

Tabla de Contenidos: “…Installation -- 2.1 Planning -- 2.1.1 Hardware and software prerequisites -- 2.1.2 Check for record identifier conflicts -- 2.1.3 Ensure that the HTTP Sever is installed and working -- 2.2 Performing the SMP/E installation -- 2.2.1 Installation reference table -- 2.3 Customizing your Information Management installation -- 2.3.1 Update your session member -- 2.3.2 Update your BLX-SP parameters -- 2.3.3 Update your IBM panels -- 2.3.4 Load the sample records into your data session -- 2.3.5 Load the data model records into your DMRDB session -- 2.3.6 Create static data views from the data model records -- 2.3.7 Verify your Information Management customizations -- 2.3.8 Set up e-mail notification -- 2.3.9 Configure your HTTP Server for Web Access -- 2.3.10 Update your BLQPARMS file -- 2.3.11 Start the HTTP Server -- 2.3.12 Verify your Web Access installation -- 2.3.13 Generate HTML -- Chapter 3. …”

“…Spurgeon, Ethernet: The Definitive Guide includes everything you need to know to set up and maintain an Ethernet network…”

Tabla de Contenidos: “…Executive Organization of the Department -- Ministries/Departments of the Government -- Ministries and Departments In the Central Government In 2009 -- Ministry of Home Affairs -- Organization -- Functions -- The Role of the Ministry of Home Affairs -- Ministry of Finance -- History -- Organization -- Department of Economic Affairs -- Department of Expenditure -- Department of Revenue -- Ministry of Personnel, Public Grievances and Pensions -- Organization -- Functions -- Notes -- Chapter 12: Boards, Commissions and Field Organizations -- Classification of Boards and Commissions -- Classification On the Basis of Nature of Authority -- Classification On the Basis of Legal Status -- Constitutional Boards/Commissions -- Statutory Boards/Commissions -- Boards/Commissions Set Up By Resolutions -- Classification On the Basis of Location of Board/Commission -- Boards/Commissions As Ministries -- Boards As Heads of the Department -- Boards In Subordinate Positions -- Classification On the Basis of Functions -- The Railway Board -- Functions -- Field Organizations -- Attached and Subordinate Office -- Organization of Attached Offices -- Organization of the Subordinate Offices -- The Relationship Between Secretariat and Executive Agencies -- Complaints Against the Secretariat -- Arguments In Favour of the Secretariat -- The Pattern of Relationship Between the Secretariat and the Field Office -- The Relationship Between Attached and Subordinate Offices -- Field Organization In Operation -- Unitary System -- Multiple System -- Notes -- Chapter 13: The Finance Commission -- The Appointment of Finance Commission -- Composition -- Functions of Finance Commission -- Terms of Reference -- Duration of the Commission -- Procedure of Working -- Analysis of the Working of the Finance Commission -- Finance Commission and Planning Commission…”