Tabla de Contenidos: “…3.6.5 Parallel Engineering and Scientific Subroutine Library (ESSL) -- 3.6.6 Further information -- 3.7 Databases -- 3.8 Documentation -- Part 2 Practical implementation examples -- Chapter 4. …”

Tabla de Contenidos: “…-- Benefits of NoSQL databases -- NoSQL versus RDBMS -- The CAP theorem -- The ACID properties -- Data models in NoSQL -- Key-value data stores -- Document store -- Column stores -- Graph stores -- Apache Cassandra -- Installation -- Starting Cassandra -- The Cassandra Query Language - CQL -- The help command -- Basic commands -- Data manipulation -- Creating, altering, and deleting a keyspace -- Creating, altering, and deleting tables -- Inserting, updating, and deleting data -- The MongoDB database -- Installing MongoDB -- Starting MongoDB -- Working on MongoDB -- The help command -- Basic commands -- Data manipulation -- Creating and deleting databases -- Creating and deleting collections -- The create, retrieve, update, delete operations -- Neo4j database -- Installing Neo4j -- Starting Neo4j -- The cypher query language -- Help -- Basic operations in Cypher -- Creating nodes, relationships, and properties -- Updating nodes, relationships, and properties -- Deleting nodes, relationships, and properties -- Reading nodes, relationships, and properties -- Summary -- Chapter 5: Off-the-Shelf Commercial Tools -- Microsoft Azure -- Building a practical application -- Microsoft Azure account -- The Azure Event Hub -- IoT simulation application -- Setting up an Azure Stream Analytics job -- Input -- Query -- Output -- Dashboard in Power BI -- Summary -- Chapter 6: Containerization -- Virtualization -- Hypervisors -- Hardware-based hypervisors -- Software-based hypervisors -- What is containerization? …”

Tabla de Contenidos: “…Installing Docker on Windows -- Docker commands -- Container-specific commands -- Docker architecture -- Docker Engine -- Docker container -- Writing Dockerfile -- Dockerizing any Spring Boot application -- Creating a Docker image using Maven -- Getting started with Docker Compose -- Installing Docker Compose -- Using Docker Compose -- Writing a docker-compose file -- Orchestration using a docker-compose file -- Scaling containers using docker-compose and load balancing -- Introducing Kubernetes -- Summary -- Chapter 13: API Management -- API Management -- Advantages of using API Management software tools -- API Management tools -- Rate limiting -- Implementing rate limiting -- Learning about KONG -- Microservice REST APIs with the KONG architecture -- Using APIs without the KONG architecture -- Installing KONG -- Using the KONG API -- Features of the KONG API -- Swagger -- Usage of Swagger -- Using Swagger in a microservice -- Adding a Maven dependency -- Configuring Swagger 2 in your project -- Configuring Swagger UI in your project -- Customizing the Swagger UI meta-configuration -- Filtering an API from Swagger's documentation -- Customizing with Swagger annotations -- Advantages of Swagger -- Summary -- Chapter 14: Deploying in Cloud (AWS) -- Spinning up an AWS EC2 instance -- Microservices architecture on AWS -- Publishing microservices to the Docker Hub -- Installing Docker on AWS EC2 -- Running microservices on AWS EC2 -- Summary -- Chapter 15: Production Ready Service Monitoring and Best Practices -- Monitoring containers -- Logging challenges for the microservices architecture -- Centralized logging solution for the microservices architecture -- Log aggregation using the ELK stack -- Install Elasticsearch -- Install Logstash -- Install Kibana -- Requesting tracing using Sleuth -- Requesting tracing with Zipkin…”

Tabla de Contenidos: “…Getting Started -- Getting Started with Sample Reports Projects -- Report Groups -- Adding Totals to a Table or Matrix Report -- Expression Basics -- Introducing Aggregate Functions and Totals -- Sorting -- Exercise -- Design the Dataset Query -- Design and Lay Out a Table Report -- Add Summary Totals and Drill-Down -- Aggregate Detail Row Summaries -- Create Parameter List -- Summary -- Part III: Advanced and Analytic Reporting -- Chapter 7: Advanced Report Design -- Pagination and Flow Control -- Headers and Footers -- Tablix Headers and Detail Cells -- Designing the Page Headers -- Composite Reports and Embedded Content -- Unlocking the Textbox -- Padding and Indenting -- Embedded Formatting -- Designing Master/Detail Reports -- Repeating Data Regions: Table, Matrix, and List -- Groups and Dataset Scope -- More Aggregate Functions and Totals -- Designing Subreports -- Federating Data with a Subreport -- Navigating Reports -- Creating a Document Map -- Exercises -- Exercise 1: Create a Report Template -- Exercise 2: Create a Report from the Template with Dynamic Expressions -- Summary -- Chapter 8: Graphical Report Design -- Visual Design Principles -- Keep Charts Simple -- Properties, Oh My! …”

Tabla de Contenidos: “…Step 2: Read the Release Notes -- Step 3: Perform a Pre-Upgrade Test -- Step 4: Prepare Your Esx Host -- Installation/Upgrade Steps -- Step 1: Read the Release Notes -- Step 2: Read All Relevant Documentation -- Step 3: Is Support Available for the Hardware Configuration? …”

Tabla de Contenidos: “…Recoverability -- Responsiveness -- Robustness -- Assessing an Infrastructure's Availability Process -- Measuring and Streamlining the Availability Process -- Summary -- Test Your Understanding -- Suggested Further Readings -- Chapter 8 Performance and Tuning -- Introduction -- Differences between the Performance and Tuning Process and Other Infrastructure Processes -- Definition of Performance and Tuning -- Preferred Characteristics of a Performance and Tuning Process Owner -- Performance and Tuning Applied to the Five Major Resource Environments -- Server Environment -- Disk Storage Environment -- Database Environment -- Network Environment -- Desktop Computer Environment -- Assessing an Infrastructure's Performance and Tuning Process -- Measuring and Streamlining the Performance and Tuning Process -- Summary -- Test Your Understanding -- Suggested Further Readings -- Chapter 9 Production Acceptance -- Introduction -- Definition of Production Acceptance -- The Benefits of a Production Acceptance Process -- Implementing a Production Acceptance Process -- Step 1: Identify an Executive Sponsor -- Step 2: Select a Process Owner -- Step 3: Solicit Executive Support -- Step 4: Assemble a Production Acceptance Team -- Step 5: Identify and Prioritize Requirements -- Step 6: Develop Policy Statements -- Step 7: Nominate a Pilot System -- Step 8: Design Appropriate Forms -- Step 9: Document the Procedures -- Step 10: Execute the Pilot System -- Step 11: Conduct a Lessons-Learned Session -- Step 12: Revise Policies, Procedures, and Forms -- Step 13: Formulate Marketing Strategy -- Step 14: Follow-up for Ongoing Enforcement and Improvements -- Full Deployment of a New Application -- Distinguishing New Applications from New Versions of Existing Applications -- Distinguishing Production Acceptance from Change Management…”

Tabla de Contenidos: “…. -- See also -- Generating module documentation -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Using a private Git repository for sharing a Terraform module -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Applying a Terrafile pattern for using modules -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Chapter 8: Provisioning Azure Infrastructure with Terraform -- Technical requirements -- Using Terraform in Azure Cloud Shell -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Protecting the Azure credential provider -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Protecting the state file in the Azure remote backend -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Executing ARM templates in Terraform -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Executing Azure CLI commands in Terraform -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Using Azure Key Vault with Terraform to protect secrets -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Provisioning and configuring an Azure VM with Terraform -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Building Azure serverless infrastructure with Terraform -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Generating a Terraform configuration for existing Azure infrastructure -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Enabling optional Azure features -- Getting ready -- How to do it... -- How it works...…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright -- Dedication -- Contributors -- Table of Contents -- Preface -- Part 1: Introduction to IAC and Terraform in AWS -- Chapter 1: Understanding Patterns and Antipatterns of IaC and Terraform -- Introducing IaC -- Key principles of IaC -- Patterns and practices of IaC -- Source control and VCS -- Modules and versions -- Documentation -- Testing -- Security and compliance -- How to handle IaC projects -- IaC principles -- Version control systems for IaC -- Some common use cases of IaC -- Challenges and best practices with IaC -- How to make decisions about IaC projects -- The decision about where to store your code -- Summary -- Chapter 2: How Not to Use IaC and Terraform -- Terraform architecture and workflow -- Architecture -- Workflow -- To Compare with the Other IaC Tools -- Terraform versus CloudFormation -- What is AWS CloudFormation? …”

Tabla de Contenidos: “…Architecture -- Coding SRGAN -- Summary -- Questions -- Section 4: Combining Computer Vision with Other Techniques -- Chapter 14: Combining Computer Vision and Reinforcement Learning -- Learning the basics of reinforcement learning -- Calculating the state value -- Calculating the state-action value -- Implementing Q-learning -- Defining the Q-value -- Understanding the Gym environment -- Building a Q-table -- Leveraging exploration-exploitation -- Implementing deep Q-learning -- Understanding the CartPole environment -- Performing CartPole balancing -- Implementing deep Q-learning with the fixed targets model -- Understanding the use case -- Coding up an agent to play Pong -- Implementing an agent to perform autonomous driving -- Setting up the CARLA environment -- Installing the CARLA binaries -- Installing the CARLA Gym environment -- Training a self-driving agent -- Creating model.py -- Creating actor.py -- Training a DQN with fixed targets -- Summary -- Questions -- Chapter 15: Combining Computer Vision and NLP Techniques -- Introducing transformers -- Basics of transformers -- Encoder block -- Decoder block -- How ViTs work -- Implementing ViTs -- Transcribing handwritten images -- Handwriting transcription workflow -- Handwriting transcription in code -- Document layout analysis -- Understanding LayoutLM -- Implementing LayoutLMv3 -- Visual question answering -- Introducing BLIP2 -- Representation learning -- Generative learning -- Implementing BLIP2 -- Summary -- Questions -- Chapter 16: Foundation Models in Computer Vision -- Introducing CLIP -- How CLIP works -- Building a CLIP model from scratch -- Leveraging OpenAI CLIP -- Introducing SAM -- How SAM works -- Implementing SAM -- How FastSAM works -- All-instance segmentation -- Prompt-guided selection -- Implementing FastSAM -- Introducing diffusion models -- How diffusion models work…”

Tabla de Contenidos: “…Installing Oracle 10g single instance -- 3.1 Installing Oracle Database 10g on zSeries with Linux -- 3.2 Preparing the system environment -- 3.2.1 Setting up the fixed buffer option with ECKDTM disks -- 3.3 Setting up an xWindows interface using VNC -- 3.4 Downloading the code -- 3.4.1 Finding the documentation -- 3.4.2 Checking the Linux kernel settings -- 3.5 Running the Universal Installer -- 3.5.1 Starting the OUI -- 3.5.2 Initial OUI panels -- 3.5.3 Inventory directory panel -- 3.5.4 Changing to root screen for oraInstroot script -- 3.5.5 File location panel -- 3.5.6 Installation type -- 3.5.7 Selecting database configuration…”

Tabla de Contenidos: “…J2EE programming model -- J2EE platform -- J2EE clients -- Web clients -- Hyper Text Transfer Protocol (HTTP) -- Hyper-Text Markup Language (HTML) -- eXtensible Markup Language (XML) -- JavaScript and document object model (DOM) -- Multipurpose Internet Mail Extensions (MIME) -- Application clients -- Web services -- J2EE roles -- J2EE application model and components -- J2EE application model -- Components -- Servlets -- Filters -- Life cycle events -- JavaServer Pages (JSPs) -- Enterprise JavaBeans (EJBs) -- Container-managed relationships (CMR) -- EJB query language (EJB QL) -- Local and remote interfaces -- J2EE packaging -- Containers -- Web container -- EJB container -- JCA container -- Application client container -- Applet container -- J2EE services -- Java Naming and Directory Interface (JNDI) -- Java Database Connectivity (JDBC) -- Java Transaction API (JTA) and Java Transaction Service (JTS) -- Isolation level -- Java Messaging Service (JMS) -- J2EE benefits -- WebSphere Application Server -- WebSphere versions -- WebSphere Application Server architecture…”

Tabla de Contenidos: “…-- Project 19B: Encrypting Your Files -- Project 19C: Shredding Documents Digitally -- 20: A Colony of Penguins - The Ubuntu Community -- Take Me to Your SABDFL -- Launchpad: Your Passport to the Ubuntu Community -- Bugs, Bugs, Glorious Bugs -- Sharing Ideas on How to Improve Ubuntu -- The Ubuntu Forums -- Chatting on IRC -- Keeping Up with the News -- LoCos and LUGs -- Stickers and Other Goodies -- Getting Involved -- 21: Wounded Wings - Fixing Common Problems -- I Can't Get Ubuntu Installed -- Something Goes Wrong Before Ubuntu Finishes Booting -- Sound and Video Problems -- Internet and Network Connection Problems -- Problems with the Display and Graphics Cards -- Hard Disks and Storage Problems -- Software Installation Problems -- Common Problems with Applications -- My Computer Is Running Slowly -- Lost Files -- Where Can I Go to Get More Help? …”

Tabla de Contenidos: “…Additional Ideas for Updating Your Operating System -- 36: Making an iPad Accessible -- Improving the Visual Quality of the Screen -- Turning On VoiceOver -- Turning On Closed Captioning and Mono Audio -- Turning Accessibility Features On and Off Rapidly -- Additional Ideas for Making Your iPad Accessible -- 37: Using Foreign Languages -- Switching the iPad's Default Language -- Defining a Foreign-Language Keyboard -- Using a Foreign-Language Virtual Keyboard -- Additional Ideas for Using Foreign Languages on Your iPad -- 38: Transferring and Editing Microsoft Office Documents -- Transferring Microsoft Office Files to Your iPad -- Transferring Microsoft Office Files from Your iPad to Your Computer -- Managing Imported Files on Your iPad -- Additional Ideas for Transferring Microsoft Office Files -- 39: The Best iPad Apps -- Office Productivity Apps -- News and Information -- Painting and Drawing Apps -- Entertainment Apps -- Additional Ideas for Using Apps -- The Next Step -- Index…”

Tabla de Contenidos: “…. -- See also -- Generating documentation for Groovy code -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Checking Groovy code's quality with CodeNarc -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- 3. …”

Tabla de Contenidos: “…-- Creating a Work Estimation Model -- Roadmap to a Custom Built Solution -- Design and Develop the Project Plan -- Develop a Competency Center Around Design and Architecture Best Practices -- Gather Detailed Requirements -- Perform Source System Analysis -- Perform Architectural Design -- Design the Physical Data Model -- Design the Logical Data Model and Review It with End Users -- Define Security Integration Requirements -- Design Test Plan -- Design the BI Semantic Layer -- Design ETL -- Develop ETL -- Test ETL -- Develop Reports -- Document the Application -- Perform Power-User Training on the BI Platform -- Perform Rollout to Production -- Test Performance and Tuning -- Perform End-User Training -- Bringing It All Together with a Prebuilt Solution -- Common Objections to BI Applications -- I Already Have a Specific Technology Investment -- I Have Different Data Sources, Not All Oracle -- I Only Need a Handful of Reports -- What About My Existing Data Warehouse? …”

Tabla de Contenidos: “…. -- Manipulating and transforming XML documents -- Getting ready -- How to do it... -- How it works... -- There's more... -- I/O in the 21st century - knowing the streams -- Getting ready -- How it works... -- There's more... -- Creating a Windows Service -- Getting ready -- How it works... -- There's more... -- Using the TService.LogMessage method -- Associating a file extension with your application on Windows -- Getting ready -- How to do it... -- There's more... -- Be coherent with the Windows look and feel using TTaskDialog -- Getting started -- How it works... -- There's more... -- The amazing TFDTable - indices, aggregations, views, and SQL -- Getting ready -- How to do it... -- How it works... -- There's more... -- ETL made easy - TFDBatchMode -- Getting ready -- How to do it... -- How it works... -- There's more... -- Data integration made easy - TFDLocalSQL -- Getting ready -- How to do it... -- How it works... -- There's more…”

Tabla de Contenidos:

Tabla de Contenidos: “…-- Keeping the configuration synchronized -- Repeating changes across many servers -- Self-updating documentation -- Version control and history -- Why not just write shell scripts? …”

Tabla de Contenidos: “…2.2 Estimating Process, 2.3 Estimating Approaches, 2.3.1 Top-down Approach, 2.3.2 Bottom-up Approach, 2.3.3 Ethereal Approach, 2.4 Estimating Methods, 2.4.1 Analogical Method, 2.4.2 Parametric Method, 2.4.3 'Trusted Source' Method, 2.4.4 Methods that are arguably not Methods (in their own right), 2.5 Estimating Techniques, 2.6 Estimating Procedures, 2.7 Combining Approaches and Methods, 2.7.1 Choice of Estimating Approach for a Chosen Estimating Element, 2.7.2 Choice of Estimating Method for a Chosen Estimating Approach, 2.7.3 Choice of Estimating Technique for a Chosen Estimating Method, 2.8 Chapter Review, References, 3 Estimate TRACEability and Health Checks, 3.1 Basis of Estimate, TRACEability and Estimate Maturity, 3.1.1 Building Bridges Between Two Estimates, 3.2 Estimate and Schedule Maturity Assessments, 3.2.1 Estimate Maturity Assessment (EMA), 3.2.2 Schedule Maturity Assessment (SMA), 3.2.3 Cost and Schedule Integration Maturity Assessment (CASIMA), 3.3 Good Practice Spreadsheet Modelling (GPSM), 3.3.1 Level of Documentation (T, M), 3.3.2 No Hidden Worksheets, Columns or Rows (T, M), 3.3.3 Colour Coded Cells and Worksheet Tabs (U, S), 3.3.4 Locked Calculation Cells and Protected Worksheets and Workbooks (S), 3.3.5 No Hard-Coded Constants unless Axiomatic (M), 3.3.6 Left to Right and Top to Bottom Readability Flow (U), 3.3.7 Avoid Data Generated by Macros unless there is a genuine benefit (S, T), 3.3.8 Avoid Array Formulae (T, U, M), 3.3.9 Avoid Dynamic Links to External Data (S), 3.3.10 Use Named Ranges for Frequently Used Table Arrays (M, U), 3.3.11 Use Full Syntax within Excel (M), 3.3.12 Break Complex Calculations into Smaller Simpler Steps (T, M), 3.3.13 Column and Row Alignment Across Worksheets (T), 3.3.14 Unambiguous Units of Measure (U), 3.3.15 Input Data Validation (U), 3.3.16 Independent Model Verification and Validation (S), 3.4 Inherent Risk in Spreadsheets (IRiS) , 3.5 Chapter Review, References, 4 Primary & Secondary Drivers; Accuracy & Precision, 4.1 Thank Goodness for Juran and Pareto, 4.1.1 What's the Drive behind the Drivers? …”

Tabla de Contenidos: “…Test Generators -- Fixtures -- More Test Control -- Test Documentation -- Testing Regis -- He Who Knits EUnits -- 25. …”