Tabla de Contenidos: “…The inverse transform sampling method -- The acceptance-rejection method -- Random number generation using Python -- Introducing the random module -- Generating real-value distributions -- Randomness requirements for security -- Password-based authentication systems -- Random password generator -- Cryptographic random number generator -- Introducing cryptography -- Randomness and cryptography -- Encrypted/decrypted message generator -- Summary -- Chapter 3: Probability and Data Generation Processes -- Technical requirements -- Explaining probability concepts -- Types of events -- Calculating probability -- Probability definition with an example -- Understanding Bayes' theorem -- Compound probability -- Bayes' theorem -- Exploring probability distributions -- The probability density function -- Mean and variance -- Uniform distribution -- Binomial distribution -- Normal distribution -- Generating synthetic data -- Real data versus artificial data -- Synthetic data generation methods -- Data generation with Keras -- Data augmentation -- Simulation of power analysis -- The power of a statistical test -- Power analysis -- Summary -- Part 2: Simulation Modeling Algorithms and Techniques -- Chapter 4: Exploring Monte Carlo Simulations -- Technical requirements -- Introducing the Monte Carlo simulation -- Monte Carlo components -- First Monte Carlo application -- Monte Carlo applications -- Applying the Monte Carlo method for Pi estimation -- Understanding the central limit theorem -- Law of large numbers -- The central limit theorem -- Applying the Monte Carlo simulation -- Generating probability distributions -- Numerical optimization -- Project management -- Performing numerical integration using Monte Carlo -- Defining the problem -- Numerical solution -- Min-max detection -- The Monte Carlo method -- Visual representation…”

Tabla de Contenidos: “…Accountability -- Preventing Illness and Detecting Diseases Early -- Bridging Personal Health Care, Family, and Community -- Primary Care and the School -- Primary Care and the Elderly -- Primary Care and Public Health -- Comment -- PRIMARY CARE AND COSTS, ACCESS, AND QUALITY -- Costs of Care -- Access to Care -- Quality of Care -- General Observations -- Outcomes -- Attributes of Primary Care -- Management of Referrals -- Preventive Care -- THE LIMITS OF PRIMARY CARE IN IMPROVING POPULATION HEALTH -- SUMMARY -- REFERENCES -- 4 The Nature of Primary Care -- CONTENT OF PRIMARY CARE -- The Large Majority of Health Care Needs -- Episodes of Primary Care -- CHARACTERISTICS OF PRIMARY CARE -- Biomedical and Social Sciences -- Biomedical Sciences -- Social Sciences and the Humanities in Primary Care -- Evidence-Based Medicine -- Clinical Decisionmaking -- General Observations -- Influence of Different Clinical Roles -- Personal Aspects of Primary Care -- Mental Health and Physical Health -- Health Promotion And Disease Prevention -- The Power of Information -- SUMMARY -- APPENDIX: DATA ON THE MAJORITY OF PERSONAL HEALTH CARE NEEDS -- Description of Data -- The Netherlands Transition Project -- The U.S. …”

Tabla de Contenidos: “…5.5 Central Limit Theorem -- Definitions at a Glance -- Formulae at a Glance -- Objective Type Questions -- Chapter 6: Sampling Theory and Distribution -- Introduction -- 6.1 Some Definitions -- 6.2 Types of Sampling -- 6.3 Advantages of Sampling -- 6.4 Sampling Distribution of a Statistic -- 6.5 Standard Error -- 6.6 Importance of Standard Error -- 6.7 Sampling from Normal and Non-Normal Populations -- 6.8 Finite Population Correction (FPC) Factor -- 6.9 Sampling Distribution of Means -- 6.10 When Population Variance is Unknown -- 6.11 Sampling Distribution of the Difference between Two Means -- 6.12 Sampling Distribution of Variance -- 6.13 The Chi-Square Distribution -- 6.14 The Student's t-Distribution -- 6.15 F-Distribution -- Definitions at a Glance -- Formulae at a Glance -- Objective Type Questions -- Chapter 7: Testing of Hypothesis (Large Samples) -- Introduction -- 7.1 Statistical Hypothesis -- 7.2 Tests of Significance -- 7.3 Some Important Definitions -- 7.4 Steps Involved in Testing of Hypothesis -- 7.5 Tests of Significance -- Definitions at a Glance -- Formulae at a Glance -- Objective Type Questions -- Chapter 8: Test of Hypothesis (Small Samples) -- Introduction -- 8.1 Student's t-Distribution -- 8.2 Critical Values of t -- 8.3 t-Test for Single Mean -- 8.4 t-Test for Difference of Means -- 8.5 Paired t-Test for Difference of Means -- 8.6 Snedecor's F-Distribution -- 8.7 Chi-Square Distribution -- 8.8 Test for Independence of Attributes -- Definitions at a Glance -- Formulae at a Glance -- Objective Type Questions -- Chapter 9: Estimation -- Introduction -- 9.1 Point Estimation -- 9.2 Characteristics of Estimators -- 9.3 Interval Estimation -- 9.4 Confidence Interval -- 9.5 Some Results -- 9.6 Confidence Interval for Difference between Two Means (Known Variances)…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Dedicated -- Contributors -- Table of Contents -- Preface -- Part 1: Introduction to Generative AI and LlamaIndex -- Chapter 1: Understanding Large Language Models -- Introducing GenAI and LLMs -- What is GenAI? …”

Tabla de Contenidos: “…-- Teams and Groups -- Real World Focus: Senior vs. Junior Managers in a Large PSU -- Team Effectiveness Model -- Organizational and Team Environment -- Team Design -- Team Building -- Outbound Experiential Learning -- Group Decision Making -- Techniques for Improving Group Decision Making -- Interactive Exercise -- Glossary -- Questions -- References -- Case Study: The Team Building Effort of the New Director…”

Tabla de Contenidos: “…-- Usage of ControlNet -- Using multiple ControlNets in one pipeline -- How ControlNet works -- Further usage -- More ControlNets with SD -- SDXL ControlNets -- Summary -- References -- Chapter 14: Generating Video Using Stable Diffusion -- Technical requirements -- The principles of text-to-video generation -- Practical applications of AnimateDiff -- Utilizing Motion LoRA to control animation motion -- Summary -- References -- Chapter 15: Generating Image Descriptions Using BLIP-2 and LLaVA -- Technical requirements -- BLIP-2 - Bootstrapping Language-Image Pre-training -- How BLIP-2 works -- Using BLIP-2 to generate descriptions -- LLaVA - Large Language and Vision Assistant -- How LLaVA works -- Installing LLaVA -- Using LLaVA to generate image descriptions -- Summary -- References -- Chapter 16: Exploring Stable Diffusion XL -- What's new in SDXL? …”

Tabla de Contenidos: “…-- A quick history of information systems -- Software building - still craftsmanship -- Craftsmanship as opposed to previous lack of quality -- A word about "emerging architecture" -- Craftsmanship as opposed to an industrialized approach -- Concept of technical debt -- The long-standing comparison of software to mechanical systems -- The efficiency of an IS -- The measure of efficiency of a system -- The cost of maintenance -- Examples of the prohibited evolution of IT systems -- Classification of the causes -- The classical symptoms of a blocked IS -- Rate of renewal of large systems -- Summary -- Further reading -- Chapter 2: Applying Industrial Principles to Software -- What is an industry? …”

“…Annotation Paradigms, Methodology and Software Architectures for Large Scale Distributed and Real Time Simulations Paradigms, Modelling, Architecture and Environments for Large Scale Real time Systems and Concurrent Systems with Hard and Soft Real Time Constraints Simulation Studies at Large and Very Large Scale Languages and Tools, Development Environments, Data Interfaces, Network Protocols and Model Repositories that address Very Large Simulations Data Management and Distribution Issues, Interest Management, Semantic Modeling, Multi resolution Modeling, Dead Reckoning Mechanisms Pervasive and Ubiquitous Computing Architectures and Applications that involve Simulations and or adhere to Real Time Constraints Simulation based Virtual Environments and Mixed Reality Systems, Serious Gaming and Massive Multiplayer Online Games (MMOG) applications, architectures and scalability issues Design Issues, Interaction Designs, Human Commuter Interaction Issues raised by Large Scale DS RT Systems…”

“…Youth entering the labour market and workers in non-standard jobs (such as temporary employment or self-employment) are the most likely to experience both large increases and large decreases in earnings. …”

Tabla de Contenidos: “…2.17 Room E3, E4- Union of Myanmar Nationalities' Culture Exhibition Room -- 3 Documentation at National Museum (Nay Pyi Taw) -- 4 Conservation at National Museum (Nay Pyi Taw) -- 5 Conclusion -- References -- Conservation Science Research at the Museum: Development of Carbon Dioxide Treatment for Museum Collection -- 1 Introduction -- 2 Development of an Enclosure-Type Insecticidal Treatment System Using Carbon Dioxide -- 3 Development of Technologies Necessary for Applying the Insecticidal Treatment Method Using Carbon Dioxide at Museums -- 4 Adaptability of the Insecticidal Treatment Method Using Carbon Dioxide in Large Fastener Bags -- 5 Future Topics -- References -- Part IV: Museums and Local Communities -- The Situation of Community Museums in the North of Thailand -- 1 Introduction -- 2 Community Museum: A Subtype of the Local Museum -- 3 Community Museums in the North of Thailand -- 3.1 Ethnicity Museum -- 3.2 Local Historical Museum -- Notes -- References -- Interactive Museum Activities That Provide Venues for Innovation: Case Studies from the Lake Biwa Museum -- 1 Introduction -- 2 How Are Better Relationships Determined? …”

Tabla de Contenidos: “…Clustering etcd -- Installing the etcd operator -- Creating the etcd cluster -- Verifying the etcd cluster -- Protecting your data -- Running redundant API servers -- Running leader election with Kubernetes -- Leader election for your application -- Making your staging environment highly available -- Testing high availability -- Live cluster upgrades -- Rolling upgrades -- Complex deployments -- Blue-green upgrades -- Managing data-contract changes -- Migrating data -- Deprecating APIs -- Large-cluster performance, cost, and design trade-offs -- Availability requirements -- Best effort -- Maintenance windows -- Quick recovery -- Zero-downtime -- Performance and data consistency -- Summary -- Chapter 5: Configuring Kubernetes Security, Limits, and Accounts -- Understanding Kubernetes security challenges -- Node challenges -- Image challenges -- Configuration and deployment challenges -- Pod and container challenges -- Organizational, cultural, and process challenges -- Hardening Kubernetes -- Understanding service accounts in Kubernetes -- How does Kubernetes manage service accounts? …”

Tabla de Contenidos: “…Using AWS services for out-of-the-box scalability -- Using a scale-out approach -- Implementing loosely-coupled components -- Implementing asynchronous processing -- Leveraging AWS infrastructure services for scalability -- Using AWS CloudFront to distribute content -- Using AWS ELB to scale without service interruptions -- Using Amazon CloudWatch for Auto Scaling -- Scaling data services -- Scaling proactively -- Using the EC2 container service -- Evolving architecture against increasing loads -- Scaling from one to half a million users -- Scaling from half a million to a million users -- Scaling from a million to ten million users -- Event handling at scale -- Implementing a large-scale API-based architecture with AWS services -- Using Amazon API Gateway -- Using AWS Lambda -- Using Kinesis Streams -- Using Elasticsearch -- Analyzing streaming data in real time with Amazon Kinesis Analytics -- Using Amazon Kinesis Firehose -- Using Amazon Kinesis Analytics -- Building real-time applications with Amazon Kinesis Analytics -- Setting up Auto Scaling -- AWS Auto Scaling construction -- Creating an AMI -- Creating the Elastic Load Balancer -- Creating launch configuration -- Creating an Auto Scaling group -- Testing Auto Scaling groups -- Summary -- Chapter 5: Designing for and Implementing High Availability -- Defining availability objectives -- Nature of failures -- Setting up VPC for high availability -- Using ELB and Route 53 for high availability -- Instance availability -- Auto Scaling for increased availability and reliability -- Zonal Availability or Availability Zone Redundancy -- Region availability or regional redundancy -- Setting up high availability for application and data layers -- Implementing high availability in the application -- Using AWS for disaster recovery -- Using a backup and restore DR strategy…”

Tabla de Contenidos: “…. -- Chapter 7: Networking and Managing Large Documents -- Introduction -- Creating a small browser -- How to do it... -- How it works... -- Creating a server-side application -- How to do it... -- How it works... -- Establishing client-server communication -- How to do it... -- How it works... -- Creating a dockable and floatable sign-in form -- Getting ready -- How to do it... -- How it works... -- Multiple Document Interface -- Getting ready -- How to do it... -- How it works... -- Displaying information in sections using Tab Widget -- How to do it... -- How it works... -- Creating a custom menu bar -- How to do it... -- How it works... -- Chapter 8: Doing Asynchronous Programming in Python -- Introduction -- Multithreading -- Asynchronous programming -- Updating progress bar using thread -- How to do it... -- How it works... -- Updating two progress bars using two threads -- How to do it... -- How it works... -- Updating progress bars using threads bound with a locking mechanism -- How to do it... -- How it works... -- Updating progress bars simultaneously using asynchronous operations -- How to do it... -- How it works... -- Managing resources using context manager -- Context manager -- How to do it... -- How it works... -- Chapter 9: Database Handling -- Introduction -- Creating the cursor object -- Creating a database -- How to do it... -- How it works... -- Creating a database table -- How to do it... -- How it works... -- Inserting rows in the specified database table -- How to do it... -- How it works... -- Displaying rows in the specified database table -- How to do it... -- How it works...…”

Tabla de Contenidos: “…Classifying IP Addresses -- Class A addresses -- Class B addresses -- Class C addresses -- Subnetting -- Subnets -- Subnet masks -- Network prefix notation -- Default subnets -- The great subnet roundup -- IP block parties -- Private and public addresses -- Pondering Ports -- Understanding Network Address Translation -- Chapter 4 Routing -- Considering the Usefulness of Routers -- Connecting to the Internet -- Connecting remote locations -- Splitting up large networks -- Understanding Routing Tables -- Chapter 5 DHCP -- Understanding DHCP -- Configuration information provided by DHCP -- DHCP servers -- How DHCP actually works -- Understanding Scopes -- Scopes, subnets, and VLANs -- Feeling excluded? …”

Tabla de Contenidos: “…A The Mirage of Practical and Formal Differences -- B The Relativity of Protection Levels -- 1 Early Starting Point: Claims "against the World at Large" -- 2 United States: From Property to Policy and Back Again -- 3 Germany: The Eternal Dichotomy of Rights and Competition -- C The Heterogeneity of Policies: Vertical and Horizontal Competition -- 1 Two Types of Unfair Competition Cases and Regulatory Policies -- 2 Clarification: The Horizontality of Neminem Laedere -- D Summary -- II Antitrust and Unfair Competition Law -- III The Intellectual Property Dichotomy: Innovation vs. …”

Tabla de Contenidos: “…Avantages potentiels d'un large train de réformes -- Tableau 2. Priorités des pays de la zone euro telles que définies dans Objectif croissance -- Encadré 3. …”

Tabla de Contenidos: “…Intro -- Foreword -- Acknowledgements -- Abbreviations and acronyms -- Executive summary -- Key findings and recommendations -- Raising awareness about basic skills -- Making basic skills development more accessible -- Making basic skills development more relevant -- 1 Key insights and recommendations -- The importance of basic skills for England -- Adult basic skills are a determinant of economic and social outcomes -- Upskilling needs are significant in England and the United Kingdom overall -- In an age of automation and digitalisation, basic skills are increasingly important -- The need for strengthened basic skills development in England has been identified in earlier OECD reports -- Identifying low-skilled workers -- Definitions of key concepts -- Challenges in analysing basic skills and basic skills training provision -- Low-skilled workers and their learning patterns in England -- England has a large number of low-skilled workers -- Low-skilled workers and employers in England are not highly engaged in basic skills development -- Low-skilled workers' and employers' limited engagement in learning reflects several factors -- Key policies and programmes for improving the basic skills of workers in England -- England has taken important steps to improve the skills of low-skilled workers, but more progress needs to be made -- Several recent reforms and new policies will influence workers' basic skills -- Basic skills requirements for students have been strengthened -- Functional Skills Qualifications (FSQs) reform -- Stronger basic skills requirements were introduced for adult apprenticeships -- Funding for basic skills development has been consolidated -- The National Retraining Scheme has been integrated into the National Skills Fund -- New skills response to COVID-19 provides opportunities to upgrade skills…”

Tabla de Contenidos: “…Partition Manager -- Volume Management -- Basic Disks -- Dynamic Disks -- Multipartition Volume Management -- The Volume Namespace -- Volume I/O Operations -- Virtual Disk Service -- BitLocker Drive Encryption -- BitLocker Architecture -- Encryption Keys -- Trusted Platform Module (TPM) -- BitLocker Boot Process -- BitLocker Key Recovery -- Full Volume Encryption Driver -- BitLocker Management -- Volume Shadow Copy Service -- Shadow Copies -- VSS Architecture -- VSS Operation -- Uses in Windows -- Conclusion -- Memory Management -- Introduction to the Memory Manager -- Memory Manager Components -- Internal Synchronization -- Examining Memory Usage -- Services the Memory Manager Provides -- Large and Small Pages -- Reserving and Committing Pages -- Locking Memory -- Allocation Granularity -- Shared Memory and Mapped Files -- Protecting Memory -- No Execute Page Protection -- Copy-on-Write -- Address Windowing Extensions -- Kernel-Mode Heaps (System Memory Pools) -- Pool Sizes -- Monitoring Pool Usage -- Look-Aside Lists -- Heap Manager -- Types of Heaps -- Heap Manager Structure -- Heap Synchronization -- The Low Fragmentation Heap -- Heap Security Features -- Heap Debugging Features -- Pageheap -- Virtual Address Space Layouts -- x86 Address Space Layouts -- x86 System Address Space Layout -- x86 Session Space -- System Page Table Entries -- 64-Bit Address Space Layouts -- 64-Bit Virtual Addressing Limitations -- Dynamic System Virtual Address Space Management -- System Virtual Address Space Quotas -- User Address Space Layout -- Address Translation -- x86 Virtual Address Translation -- Translation Look-Aside Buffer -- Physical Address Extension (PAE) -- IA64 Virtual Address Translation -- x64 Virtual Address Translation -- Page Fault Handling -- Invalid PTEs -- Prototype PTEs -- In-Paging I/O -- Collided Page Faults -- Clustered Page Faults…”

Tabla de Contenidos: “…-- Enhancing and improving your game -- Improving cupcake towers -- Shooting policies -- Special sprinkles -- Aging and pricing model -- Improving the user interface -- Improving levels -- Multilevel -- Large maps -- Many paths…”