Tabla de Contenidos: “…Data Quality and Standards 146 -- Topics Covered in this Chapter 146 -- Where to Begin Data Standardization Efforts in Your Organization 150 -- Role of Data Discovery/Profiling to Identify DaaS Quality Issues 152 -- Data Quality and the Investment Paradox 156 -- Quality of a Data Service 157 -- Setting Up Standards in a DaaS Environment 158 -- Summary 163 -- Part Three DaaS Solution Blueprints -- 9. …”

Tabla de Contenidos: “…Configuring SNAT on Linux -- Enabling DNAT -- Forwarding Traffic to a Gateway -- DHCP Spoofing -- ARP Poisoning -- Final Words -- Chapter 5: Analysis from the Wire -- The Traffic-Producing Application: SuperFunkyChat -- Starting the Server -- Starting Clients -- Communicating Between Clients -- A Crash Course in Analysis with Wireshark -- Generating Network Traffic and Capturing Packets -- Basic Analysis -- Reading the Contents of a TCP Session -- Identifying Packet Structure with Hex Dump -- Viewing Individual Packets -- Determining the Protocol Structure -- Testing Our Assumptions -- Dissecting the Protocol with Python -- Developing Wireshark Dissectors in Lua -- Creating the Dissector -- The Lua Dissection -- Parsing a Message Packet -- Using a Proxy to Actively Analyze Traffic -- Setting Up the Proxy -- Protocol Analysis Using a Proxy -- Adding Basic Protocol Parsing -- Changing Protocol Behavior -- Final Words -- Chapter 6: Application Reverse Engineering -- Compilers, Interpreters, and Assemblers -- Interpreted Languages -- Compiled Languages -- Static vs. …”

Tabla de Contenidos: “…Putting it all together -- Summary -- Chapter 9: Authorship Attribution -- Attributing documents to authors -- Applications and use cases -- Authorship attribution -- Getting the data -- Using function words -- Counting function words -- Classifying with function words -- Support Vector Machines -- Classifying with SVMs -- Kernels -- Character n-grams -- Extracting character n-grams -- The Enron dataset -- Accessing the Enron dataset -- Creating a dataset loader -- Putting it all together -- Evaluation -- Summary -- Chapter 10: Clustering News Articles -- Trending topic discovery -- Using a web API to get data -- Reddit as a data source -- Getting the data -- Extracting text from arbitrary websites -- Finding the stories in arbitrary websites -- Extracting the content -- Grouping news articles -- The k-means algorithm -- Evaluating the results -- Extracting topic information from clusters -- Using clustering algorithms as transformers -- Clustering ensembles -- Evidence accumulation -- How it works -- Implementation -- Online learning -- Implementation -- Summary -- Chapter 11: Object Detection in Images using Deep Neural Networks -- Object classification -- Use cases -- Application scenario -- Deep neural networks -- Intuition -- Implementing deep neural networks -- An Introduction to TensorFlow -- Using Keras -- Convolutional Neural Networks -- GPU optimization -- When to use GPUs for computation -- Running our code on a GPU -- Setting up the environment -- Application -- Getting the data -- Creating the neural network -- Putting it all together -- Summary -- Chapter 12: Working with Big Data -- Big data -- Applications of big data -- MapReduce -- The intuition behind MapReduce -- A word count example -- Hadoop MapReduce -- Applying MapReduce -- Getting the data -- Naive Bayes prediction -- The mrjob package -- Extracting the blog posts…”

Tabla de Contenidos: “…Performing data transformation tasks -- Creating a lake database -- Summary -- Chapter 7: Data Visualization with Power BI -- Technical requirements -- Introduction to the Power BI integration -- Creating a Power BI report -- Adding data sources to your Power BI report -- Connecting Power BI with your Azure Synapse workspace -- Authoring Power BI reports from Azure Synapse Studio -- Summary -- Chapter 8: Building Machine Learning Experiments -- Technical requirements -- Understanding the application of ML -- Introducing ML into your projects with AutoML -- Creating an Azure Machine Learning workspace -- Configuring the Azure Machine Learning integration -- Finding the best model with AutoML -- Exploring additional ML capabilities in Azure Synapse -- Using pre-trained models with Cognitive Services -- Finding patterns using KQL -- Training models with Apache Spark MLlib -- Building applications with SynapseML -- Summary -- Chapter 9: Exporting Data from Data Explorer Pools -- Technical requirements -- Understanding data export scenarios -- Exporting data with client tools -- Using server-side export to pull data -- Performing robust exports with server-side data push -- Exporting to cloud storage -- Exporting to SQL tables -- Exporting to external tables -- Configuring continuous data export -- Summary -- Part 3: Managing Azure Synapse Data Explorer -- Chapter 10: System Monitoring and Diagnostics -- Technical requirements -- Monitoring your environment -- Checking your Data Explorer pool capacity -- Monitoring query execution -- Reviewing object metadata and changes -- Setting up alerts -- Creating action groups -- Creating alert rules -- Summary -- Chapter 11: Tuning and Resource Management -- Technical requirements -- Implementing resource governance with workload groups -- Managing workload groups -- Classifying user requests…”

Tabla de Contenidos: “…-- Exercise - creating a grassy field -- Sketching the idea -- The nodes we will need -- Modeling the terrain -- Modeling a blade of grass -- Setting up your Geometry Node editor -- Distributing and instancing the points -- Randomizing the grass -- Linking a material to your mesh -- Cleaning up your node tree -- Using Group Inputs to add sliders to the modifier -- Summary -- Chapter 6 - Working with the Spreadsheet in Blender -- Introduction to the Spreadsheet -- What does the Spreadsheet do? …”

Tabla de Contenidos: “…Scheduling -- Notifications -- Passenger -- Identification -- Using asynchronous actions -- Benefits of asynchronous programming -- Asynchronous parallel processing -- Summary -- Questions -- Further reading -- Part 2: Testing and Deploying Microservices -- Chapter 5: Containerization and Local Environment Setup -- Technical requirements -- Reviewing containerization fundamentals -- Development benefits -- Setting up the local environment -- Creating local infrastructure using Docker -- Leveraging GitHub Codespaces and Dev Containers -- Using Dockerfiles to build and run locally -- Sequential versus multi-stage files -- Adding services to the Docker Compose file -- Summary -- Questions -- Further reading -- Chapter 6: Localized Testing and Debugging of Microservices -- Technical requirements -- Configuring orchestration and containers -- Everything as Code (EaC) -- Creating container images -- Debugging in containers -- Debugging individual microservices -- Orchestrating and debugging all services -- Fixing the Debug custom image -- Testing against containers -- Functionality testing -- Load testing -- Summary -- Questions -- Further reading -- Chapter 7: Microservice Observability -- Technical requirements -- Observability -- Metrics -- Logs -- Traces -- Liveness and readiness -- Liveness endpoints -- Readiness endpoints -- Aggregation of logs -- Creating an Azure Application Insights instance -- Streaming telemetry to Application Insights -- Streaming logs to Application Insights -- Correlation and causation -- Producing logging and an event payload with correlation and causation IDs -- Consumer logging with consistent correlation and causation IDs -- Summary -- Questions -- Further reading -- Chapter 8: CI/CD Pipelines and Integrated Testing -- Technical requirements -- Reviewing common CI/CD patterns -- Environment-based -- Artifact management…”

Tabla de Contenidos: “…Chapter 5: Types of Micro Frontend Architectures -- Technical requirements -- The micro frontend landscape -- Static versus dynamic micro frontends -- Horizontal versus vertical split -- Backend- versus frontend-driven micro frontends -- Summary -- Chapter 6: The Web Approach -- Technical requirements -- Basics of the web approach -- The architecture -- Sample implementation -- Potential enhancements -- Advantages and disadvantages of the web approach -- Using links for navigation -- Central linking directory -- Local linking directory -- Using fragments with iframes -- Security -- Accessibility -- Layout -- Summary -- Chapter 7: Server-Side Composition -- Technical requirements -- Basics of server-side composition -- The architecture -- Sample implementation -- Potential enhancements -- Advantages and disadvantages of server-side composition -- Reviewing Mosaic 9 -- Introducing Podium -- Known users -- Creating a composition layout -- Understanding layout responsibilities -- Using SSI -- Using ESI -- Using JS template strings -- Setting up micro frontend projects -- Podlets -- Examining the lifecycle -- Using a dedicated rendering server -- Summary -- Chapter 8: Edge-Side Composition -- Technical requirements -- Basics of edge-side composition -- The architecture -- Sample implementation -- Potential enhancements -- Advantages and disadvantages of edge-side composition -- SSI and ESI -- SSI -- ESI -- Stitching in BFFs -- Summary -- Chapter 9: Client-Side Composition -- Technical requirements -- Basics of client-side composition -- The architecture -- Sample implementation -- Potential enhancements -- Advantages and disadvantages of client-side composition -- Diving into web components -- Understanding web components -- Isolating styles with shadow DOM -- Composing micro frontends dynamically -- Using a micro frontend discovery service…”

Tabla de Contenidos: “…-- Reusing lifecycle functions in Svelte components -- Exercise 1 - Update counter -- Composing lifecycle functions into reusable hooks -- Coordinating lifecycle functions across components -- Exercise 2 - Scroll blocker -- Summary -- Chapter 2: Implementing Styling and Theming -- Technical requirements -- Styling Svelte components in six different ways -- Styling with the style attribute -- Using style: directives -- Adding the &lt -- style&gt -- block -- Adding the class attribute -- Simplifying the class attribute with the class: directive -- Applying styles from external CSS files -- Choosing which method to style Svelte components -- Styling Svelte with Tailwind CSS -- Setting up Tailwind CSS -- Theming Svelte components with CSS custom properties -- Defining CSS custom properties -- Example - implementing a dark/light theme mode -- Allowing users to change the styles of a component -- Aligning the fallback value -- Summary -- Chapter 3: Managing Props and State -- Technical requirements -- Defining props and state -- Defining props -- Defining state -- Props versus state -- Understanding bindings -- One-way versus two-way data flow -- Deriving states from props with a reactive declaration -- Managing complex derived states -- Updating props using derived states -- Summary -- Chapter 4: Composing Components -- Technical requirements…”

Tabla de Contenidos: “…-- What Lumen provides -- What Lumen has in common with Laravel -- How Lumen is different from Laravel -- What exactly Lumen provides -- A Good Structure -- Separate configurations -- Router -- Middle-wares -- Service Container and Dependency Injection -- HTTP responses -- Validation -- Eloquent ORM -- Database migration and seeding -- Unit testing -- Installing Lumen -- Configuration -- Setting up the database -- Writing migrations -- Writing RESTful web service endpoints -- Writing the first controller -- Lumen routes -- REST resource -- Eloquent ORM (model layer) -- Creating models -- Eloquent relationships -- Controller Implementation -- What we are missing? …”

Tabla de Contenidos: “…Sending and receiving data to and from a sub-generator -- Asynchronous programming -- Summary -- References -- Chapter 8: Unit Testing and Refactoring -- Design principles and unit testing -- A note about other forms of automated testing -- Unit testing and agile software development -- Unit testing and software design -- Defining the boundaries of what to test -- Frameworks and tools for testing -- Frameworks and libraries for unit testing -- unittest -- Parametrized tests -- pytest -- Basic test cases with pytest -- Parametrized tests -- Fixtures -- Code coverage -- Setting up rest coverage -- Caveats of test coverage -- Mock objects -- A fair warning about patching and mocks -- Using mock objects -- Types of mocks -- A use case for test doubles -- Refactoring -- Evolving our code -- Production code isn't the only thing that evolves -- More about unit testing -- Property-based testing -- Mutation testing -- A brief introduction to test-driven development -- Summary -- References -- Chapter 9: Common Design Patterns -- Considerations for design patterns in Python -- Design patterns in action -- Creational patterns -- Factories -- Singleton and shared state (monostate) -- Shared state -- The borg pattern -- Builder -- Structural patterns -- Adapter -- Composite -- Decorator -- Facade -- Behavioral patterns -- Chain of responsibility -- The template method -- Command -- State -- The null object pattern -- Final thoughts about design patterns -- The influence of patterns over the design -- Names in our models -- Summary -- References -- Chapter 10 : Clean Architecture -- From clean code to clean architecture -- Separation of concerns -- Abstractions -- Software components -- Packages -- Containers -- Use case -- The code -- Domain models -- Calling from the application -- Adapters -- The services -- Analysis -- The dependency flow -- Limitations…”

Tabla de Contenidos: “…Fully-brokered route service -- Static-brokered route service -- User-provided route service -- Route service example -- Service integration strategies -- Summary -- Chapter 9: Buildpacks -- Buildpacks on Cloud Foundry -- Common buildpacks on Cloud Foundry -- Consuming and managing buildpacks on Cloud Foundry -- Offline versus online buildpacks -- Consuming external buildpacks on Cloud Foundry -- Adding a new buildpack to Cloud Foundry -- Updating a buildpack on Cloud Foundry -- Deleting a buildpack -- Existing cached droplets and maintaining installed buildpacks -- Deep-dive into buildpacks -- How buildpacks actually work with Cloud Foundry -- The detect script -- The compile script -- The release script -- The droplet -- Creating buildpacks -- Creating the Simple-HTTP buildpack -- Setting up Buildpack-packager -- Creating the buildpack -- Installing the buildpack -- Test driving the Simple-Http buildpack -- Summary -- Chapter 10: Troubleshooting Applications in Cloud Foundry -- Failure due to Org/Space quota settings -- Failures due to application crashes -- Exited with status 0 -- Exited with status 4 or status 64 -- Exited with status 6 or 65 -- Exited with status 255 -- Exited with status X -- References -- Summary -- Chapter 11: Continuous Integration and Continuous Deployment -- What is continuous integration? …”

Tabla de Contenidos: “…-- Physics roundup -- Summary -- Pop quiz - player controls and physics -- Chapter 8: Scripting Game Mechanics -- Adding jumps -- Introducing enumerations -- Underlying types -- Working with layer masks -- Shooting projectiles -- Instantiating objects -- Adding the shooting mechanic -- Managing object build-up -- Creating a game manager -- Tracking player properties -- The get and set properties -- Updating item collection -- Creating a GUI -- Displaying player stats -- Win and loss conditions -- Pausing and restarting the game with using directives and namespaces -- Summary -- Pop quiz - working with mechanics -- Chapter 9: Basic AI and Enemy Behavior -- Navigating 3D space in Unity -- Navigation components -- Setting up enemy agents -- Moving enemy agents -- Procedural programming -- Referencing the patrol locations -- Moving the enemy -- Enemy game mechanics -- Seek and destroy: changing the agent's destination -- Lowering player health -- Detecting bullet collisions -- Updating the game manager -- Refactoring and keeping it DRY -- Summary -- Pop quiz - AI and navigation -- Chapter 10: Revisiting Types, Methods, and Classes -- Access modifiers -- Constant and read-only properties -- Using the static keyword -- Revisiting methods -- Overloading methods -- ref parameters -- out parameters -- Intermediate OOP -- Interfaces -- Abstract classes -- Class extensions -- Namespace conflicts and type aliasing -- Summary…”

Tabla de Contenidos: “…. -- See also -- Chapter 9: Extracting Features from Relational Data with Featuretools -- Technical requirements -- Setting up an entity set and creating features automatically…”

Tabla de Contenidos: “…-- Exam FC0-U61 Exam Objectives -- FC0-U61 Certification Exam Objective Map -- How to Contact the Publisher -- Part I Domain 1.0: IT Concepts and Terminology -- Chapter 1 Notational Systems: Objective 1.1: Compare and contrast notational systems -- Storing Data -- Character Encoding -- Chapter 2 Data Types: Objective 1.2: Compare and contrast fundamental data types and their characteristics -- Data Types -- Chapter 3 Computing Basics: Objective 1.3: Illustrate the basics of computing and processing -- Computer Actions -- Chapter 4 Value of Data: Objective 1.4: Explain the value of data and information -- Data and Information -- Intellectual Property -- Securing Data -- Chapter 5 Units of Measure: Objective 1.5: Compare and contrast common units of measure -- Measuring Data Storage -- Measuring Data Throughput -- Measuring Processor Speed -- Chapter 6 Troubleshooting Methodology: Objective 1.6: Explain the troubleshooting methodology -- Troubleshooting Methodology -- Part II Domain 2.0: Infrastructure -- Chapter 7 Input/Output Device Interfaces: Objective 2.1: Classify common types of input/output device interfaces -- Network Interfaces -- Peripheral Interfaces -- Graphic Interfaces -- Chapter 8 Installing Peripherals: Objective 2.2: Given a scenario, set up and install common peripheral devices to a laptop/PC -- Peripheral Types -- Installing and Configuring Peripherals -- Chapter 9 Internal Computing Components: Objective 2.3: Explain the purpose of common internal computing components. -- CPU -- Motherboard -- Firmware -- Memory -- Disk Drives -- Network Interface Cards -- GPU -- Power and Cooling -- Chapter 10 Internet Service Types: Objective 2.4: Compare and contrast common Internet service types -- Service Types…”

Tabla de Contenidos: “…Restricting users -- 5.1 Restricted shells -- 5.1.1 Recommended reading -- 5.1.2 Configuring the system and creating a restricted shell user -- 5.2 User limits for a system resource -- 5.2.1 Architecture -- 5.2.2 Security -- 5.2.3 Resources -- 5.2.4 Administration -- 5.3 User login controls -- 5.3.1 Setting up login controls -- 5.3.2 Changing the welcome message on the login display -- 5.3.3 Changing the login display for the CDE -- 5.3.4 Securing unattended terminals -- 5.3.5 Enforcing automatic logoff -- 5.4 Preventing denial-of-service attacks -- Appendix A. …”

Tabla de Contenidos: “…3.10 E25 - Input 3270 datastream exit -- 3.11 E29 - Logoff or disconnect from Session Manager -- 3.12 E31 - Slave session pre-initiation -- 3.13 E33 - Slave session post-initiation -- 3.14 E35 - Output 3270 datastream exit -- 3.15 E39 - Slave session termination -- 3.16 E71 - UPDATE issued, prior to replacement with new version of exit -- 3.17 E79 - Session switch exit -- 3.18 E99 - Session Manager termination -- 3.19 Sample E09 Callexit -- 3.20 The Multiple Exit Driver -- 3.20.1 How the Multiple Exit Driver works -- 3.20.2 Setting up the Menu panel to use the DRIVER command -- 3.20.3 The EXIT Control panel -- Chapter 4. …”

Tabla de Contenidos: “…Create and configure the AWS environment -- Microsoft Azure -- Digital Ocean -- Summary -- Chapter 11: Popular Node.js Web Frameworks -- Koa -- Meteor -- Sails -- Flatiron -- total.js -- LoopBack -- Hapi -- Kick starting Hapi.js -- Scaffolding the Hapi app -- Setting up a server -- Creating APIs -- Creating a configuration-based architecture -- Summary -- Chapter 12: Single Page Applications with Popular Frontend Frameworks -- Why use a frontend framework? …”

Tabla de Contenidos: “…Working with Text Boxes -- Adding Images to Slides -- Adding SmartArt Graphics -- Working with Placeholders -- Slide Backgrounds -- Changing Theme Colors or Fonts -- Saving and Reusing a Custom Design -- Saving Presentations -- Chapter 18 Charts and Tables -- Creating a Chart -- Chart Appearance Options -- Formatting Chart Elements -- Exploding a Pie Chart -- Creating Stock Charts -- Adding a Table to a Slide -- Chapter 19 Wrapping up a Presentation -- Using the Slide Sorter -- Adding Transitions -- Within-Slide Animation -- Adding Audio -- Creating Handouts and Speaker Notes -- Rehearsing the Presentation -- Running a Slide Show -- Using Presenter View -- Broadcasting a Presentation -- Saving a Presentation as a Movie -- Saving a Presentation to iPhoto -- PART V: MICROSOFT OUTLOOK -- Chapter 20 Introducing Outlook -- The Outlook Interface -- Navigating Outlook -- Outlook and the Toolbox -- Filtering and Searching -- Chapter 21 Email -- Setting up an Account -- Creating and Sending Mail -- Sending Attachments -- Incoming Email -- Replying to Email -- Forwarding Messages -- Checking Spelling -- Organizing the Mail -- Managing Mailing Lists -- Handling Junk Mail -- Email Security -- Backing up Email and Other Outlook Data -- Printing Messages -- Chapter 22 Contacts -- Adding Contacts -- Adding a Photo to a Contact Record -- Deleting Contacts -- Exchanging Contact Information -- Addressing Mail from Contacts View -- Creating Contact Groups -- Printing the Contacts List -- Synchronizing Contacts with an iPod, iPhone, or iPad -- Chapter 23 Calendar -- Viewing the Calendar -- Adding Events and Appointments -- Modifying Events and Appointments -- Deleting Events and Appointments -- Responding to Reminders -- Creating Meetings -- Adding and Removing Holidays -- Printing a Calendar -- Chapter 24 Tasks -- Creating Tasks -- Flagging Items for Follow-Up…”

Tabla de Contenidos: “…Administration -- 5.1 Creating a broker domain -- 5.1.1 Manually creating a basic Message Broker configuration -- 5.1.2 Creating a domain connection -- 5.1.3 Adding a broker to the domain -- 5.2 Deploying message flow applications -- 5.2.1 Rapid Application Development deploy -- 5.2.2 Setting up a RAD deploy configuration -- 5.2.3 Using an existing RAD deploy configuration -- 5.2.4 Deploy using a message broker archive -- 5.2.5 Creating a message broker archive -- 5.2.6 Deploying a message broker archive -- 5.3 Publish/subscribe -- 5.3.1 Broker topology -- 5.3.2 Topics -- 5.3.3 Subscriptions -- Chapter 6. …”

Tabla de Contenidos: “…-- Chapter 10: Get Started Today -- The sustainable IT maturity model© -- The five dimensions of the sustainable IT maturity model© -- The five maturity levels of the sustainable IT maturity model© -- Sustainable IT maturity model assessment -- Understand impact areas -- Data center and cloud -- IT hardware -- Energy management -- IT asset disposition -- Network traffic -- Establishing your sustainable IT emission baseline -- Introduction -- Parameters and assumptions -- Setting up the emissions table -- IT asset registry -- Emission baseline single year -- Simulating your target state -- Multi-year simulation -- Summary -- Bibliography -- Chapter 11: Putting a Sustainable IT Strategy in Place -- Introduction to the sustainable IT strategic planning process -- Sustainable IT strategy (input) -- Sustainable IT strategic planning process -- Sustainable IT strategy (output) -- IT and sustainability - part of the problem? …”