Tabla de Contenidos: “…Cover -- Title Page -- Copyright -- Dedication -- Foreword -- Contributors -- Table of Contents -- Preface -- Part 1: Data Augmentation -- Chapter 1: Data Augmentation Made Easy -- Data augmentation role -- Data input types -- Image definition -- Text definition -- Audio definition -- Tabular data definition -- Python Notebook -- Google Colab -- Additional Python Notebook options -- Installing Python Notebook -- Programming styles -- Source control -- The PacktDataAug class -- Naming convention -- Extend base class -- Referencing a library -- Exporting Python code -- Pluto -- Summary -- Chapter 2: Biases in Data Augmentation -- Computational biases -- Human biases -- Systemic biases -- Python Notebook -- Python Notebook -- GitHub -- Pluto -- Verifying Pluto -- Kaggle ID -- Image biases -- State Farm distracted drivers detection -- Nike shoes -- Grapevine leaves -- Text biases -- Netflix -- Amazon reviews -- Summary -- Part 2: Image Augmentation -- Chapter 3: Image Augmentation for Classification -- Geometric transformations -- Flipping -- Cropping -- Resizing -- Padding -- Rotating -- Translation -- Noise injection -- Photometric transformations -- Basic and classic -- Advanced and exotic -- Random erasing -- Combining -- Reinforcing your learning through Python code -- Pluto and the Python Notebook -- Real-world image datasets -- Image augmentation library -- Geometric transformation filters -- Photographic transformations -- Random erasing -- Combining -- Summary -- Chapter 4: Image Augmentation for Segmentation -- Geometric and photometric transformations -- Real-world segmentation datasets -- Python Notebook and Pluto -- Real-world data -- Pandas -- Viewing data images -- Reinforcing your learning -- Horizontal flip -- Vertical flip -- Rotating -- Resizing and cropping -- Transpose -- Lighting -- FancyPCA -- Combining -- Summary…”

Tabla de Contenidos: “…Chapter 14 Ten Valuable Online Resources -- R-bloggers -- Posit -- Quick-R -- Stack Overflow -- R Manuals -- R Documentation -- RDocumentation -- YOU CANanalytics -- Geocomputation with R -- The R Journal -- Index -- EULA…”

Tabla de Contenidos: “…Cover -- Copyright Page -- Contributors -- Table of Contents -- Preface -- Chapter 1: An Introduction to Streamlit -- Technical requirements -- Why Streamlit? -- Installing Streamlit -- Organizing Streamlit apps -- Streamlit plotting demo -- Making an app from scratch -- Using user input in Streamlit apps -- Finishing touches - adding text to Streamlit -- Summary -- Chapter 2: Uploading, Downloading, and Manipulating Data -- Technical requirements -- The setup - Palmer's Penguins -- Exploring Palmer's Penguins -- Flow control in Streamlit -- Debugging Streamlit apps -- Developing in Streamlit -- Exploring in Jupyter and then copying to Streamlit -- Data manipulation in Streamlit -- An introduction to caching -- Persistence with Session State -- Summary -- Chapter 3: Data Visualization -- Technical requirements -- San Francisco Trees - a new dataset -- Streamlit visualization use cases -- Streamlit's built-in graphing functions -- Streamlit's built-in visualization options -- Plotly -- Matplotlib and Seaborn -- Bokeh -- Altair -- PyDeck -- Configuration options -- Summary -- Chapter 4: Machine Learning and AI with Streamlit -- Technical requirements -- The standard ML workflow -- Predicting penguin species -- Utilizing a pre-trained ML model in Streamlit -- Training models inside Streamlit apps -- Understanding ML results -- Integrating external ML libraries - a Hugging Face example -- Integrating external AI libraries - an OpenAI example -- Authenticating with OpenAI -- OpenAI API cost -- Streamlit and OpenAI -- Summary -- Chapter 5: Deploying Streamlit with Streamlit Community Cloud -- Technical requirements -- Getting started with Streamlit Community Cloud -- A quick primer on GitHub -- Deploying with Streamlit Community Cloud -- Debugging Streamlit Community Cloud -- Streamlit Secrets -- Summary -- Chapter 6: Beautifying Streamlit Apps…”

Tabla de Contenidos: “…De praedicamentis / ediderunt Manual Santos-Noya, Carlos Steel et Silvia Donati -- v.1, II. …”

Tabla de Contenidos: “…: a propósito de "In Danielem" IV, 56, 1-7 / Paulo Alvaro de Córdoba: un personaje símbolo de la cutura mozárabe / La "oración de Wessobrunn" (ca. 800) y la evangelización de Baviera / Balance de la primera evangelización de la Europa del Nordeste / El primer ciclo evangelizador hispano y luso-americano (siglo XVI) / Los primeros pasos de la Iglesia en la América del Nordeste (siglo XVII) / "De Propaganda Fide" y el fomento de las misiones católicas (siglos XVIII al XX) / Las iglesias ortodoxas y la evangelización de los nuevos continentes (siglos XVI al XX) / Las misiones de la Iglesia anglicana y de la Reforma (siglos XVIII al XX) / "Ne quied nimis" o "Non satis": peripecias del "hechos dogmáticos " y de la "fe eclesiástica" / El mensaje de la nueva evangelización / Santo Tomás de Aquino y la evangelización de las gentes / La inculturación de la fe como problema teológico: consideraciones a la luz de la encíclica "Fides et ratio" / Evangelización e Islam / Evangelizar: notas desde la pastoral / León XIII y la restauración del orden cristiano en Europa: reflexiones sobre la influencia de su lectura de la Historia / La espiritualidad en el Seminario de Oporto de finales del siglo XIX a mediados del XX / La formación académica en el Seminario diocesano de Zamora ante el informe de Antonio Vico publicado en 1891 / La "cuestión religiosa" en Antonio Machado: la correspondencia de Baeza / El bonete del Nuncio: la "despersonalización" como figura literaria en la novela histórica / Evangelización y cultura: un enriquecimiento mutuo. …”

Tabla de Contenidos: “…Confirmación divina (1,8) -- 2. MENSAJE A LAS IGLESIAS (1,9-3,22) -- A. Visión de Cristo (1,9-20). …”

Tabla de Contenidos: “…Las nuevas Casandras: la agencia femenina y el mensaje de las profetisas -- 3.2.5.2. Autoría sin escritura: el mensaje profético entre las terciarias -- 3.2.5.3. …”

Tabla de Contenidos: “…-- Understanding the technical requirements -- Building the Microservice -- Step 1 - install Node.js and MongoDB -- Step 2 - create the skeleton of the Media Catalogue Microservice -- Step 3 - define the structure of the Media Catalogue Microservice -- Step 4 - configure the Media Catalogue Microservice -- Step 5 - define the data entity -- Step 6 - code the interaction with the database -- Step 7 - define the controller function -- Step 8 - route the incoming request to the new controller function -- Step 9 - test the microservice -- Step 10 - package and deploy the microservice -- Step 11 - updating the API endpoint and re-test using Dredd -- Summary -- Chapter 5: Platform Setup and Gateway Configuration -- Platform architecture -- The concept of logical and physical gateways -- Avoiding network latency for global deployments -- Deployment for the use case -- How many nodes -- How many logical gateways -- How much storage? …”

Tabla de Contenidos: “…Creating CMake projects -- Distinguishing between CMake directory variables -- Specifying CMake targets -- Specifying the output directories -- Using generator expressions -- Using external modules -- Fetching dependencies -- Using find scripts -- Writing find scripts -- Using the Conan package manager -- Preparing Conan profiles -- Specifying Conan dependencies -- Installing Conan dependencies -- Using Conan targets from CMake -- Adding tests -- Reusing quality code -- Installing -- Exporting -- Using CPack -- Packaging using Conan -- Creating the conanfile.py script -- Testing our Conan package -- Adding Conan packaging code to our CMakeLists -- Summary -- Questions -- Further reading -- Section 3: Architectural Quality Attributes -- Chapter 8: Writing Testable Code -- Technical requirements -- Why do you test code? …”

Tabla de Contenidos: “…Modifying the Board Creation Permission -- Defining Special Social Learning Users -- Summary -- Chapter 13: AI-Powered Recommendations for Learners -- Technical requirements -- A Word on Adobe Sensei -- Revisiting the learner home page -- Reviewing the Administrator options -- Reviewing the Learner Experience -- Using industry-aligned skills -- Industry-aligned skills in the learner experience -- Recommendations Based on Peer Activity -- Using Manual Recommendations -- Viewing manual recommendations as a learner -- Summary -- Section 4: Administering the Platform -- Chapter 14: Working with Catalogs and Peer Accounts -- Technical requirements -- Working With Multiple Catalogs -- Creating custom catalogs -- Adding content to catalogs -- Sharing Catalogs -- Internal Sharing -- External Sharing -- Enabling and Disabling Catalogs -- Modifying the Default Catalog -- Catalogs in the learner experience -- Exploring the Content Marketplace -- Browsing the Content Marketplace as a learner -- Reviewing the express interest report -- Working With Peer Accounts -- Summary -- Chapter 15: Working With Messages and Announcements -- Technical Requirements -- Working With Announcements -- Creating Notifications -- Creating Masthead Announcements -- Exporting the Notification Announcement Report -- Viewing, Modifying, and Deleting Announcements -- Configuring the Messaging System -- Modifying the Sender's Name and Address -- Customizing the email banner and the email signature -- Disabling Optional Manager Emails -- Configuring the Do Not Disturb feature -- Configuring the Digest Email Messages feature -- Customizing individual email messages -- Enabling and Disabling Messages -- Modifying the Content of Email Messages -- Summary -- Chapter 16: Exploring the Integration Admin Role -- Technical requirements -- Data Exchange Between Captivate Prime and Other Systems…”

Tabla de Contenidos: “…-- Bug bounty programs -- Internal vulnerabilities -- Vulnerability testing tools -- Using a vulnerability assessment scanner (OpenVAS) -- Authenticated tests -- Installing OpenVAS -- Using OpenVAS -- Updating your feeds -- Overview of Nexpose Community -- Summary -- Further reading -- Chapter 14: Malware Analysis -- Technical requirements -- Why should I analyze malware? …”

Tabla de Contenidos: “…Subventions à des installations pour les marchandises -- Tableau annexe A5. …”

Tabla de Contenidos: “…Attack phase - Delivery -- Example controls for Delivery -- Insights from ATT&amp -- CK -- Attack phase - Exploitation -- Example controls for Exploitation -- Insights from ATT&amp -- CK -- Attack phase - Installation -- Example controls for Installation -- Insights from ATT&amp -- CK -- Attack phase - Command and Control (C2) -- Example controls for C2 -- Insights from ATT&amp -- CK -- Attack phase - Reconnaissance II -- Example controls for Reconnaissance II -- Insights from ATT&amp -- CK -- Attack phase - Actions on Objectives -- Example controls for Actions on Objectives -- Insights from ATT&amp -- CK -- Conclusion -- Summary -- References -- Chapter 11: Measuring Performance and Effectiveness -- Introduction -- Using vulnerability management data -- Assets under management versus total assets -- Known unpatched vulnerabilities -- Unpatched vulnerabilities by severity -- Vulnerabilities by product type -- Measuring the performance and efficacy of an Attack-Centric Strategy -- Performing intrusion reconstructions -- Using intrusion reconstruction results -- Identifying lame controls -- Learning from failure -- Identifying helpful vendors -- Informing internal assessments -- Adversary emulations leveraging ATT&amp -- CK -- Summary -- References -- Chapter 12: Modern Approaches to Security and Compliance -- Introduction -- How is cloud computing different? …”

Tabla de Contenidos: “…-- Defining the LLM twin MVP -- Building ML systems with feature/training/inference pipelines -- The problem with building ML systems -- The issue with previous solutions -- The solution - ML pipelines for ML systems -- The feature pipeline -- The training pipeline -- The inference pipeline -- Benefits of the FTI architecture -- Designing the system architecture of the LLM twin -- Listing the technical details of the LLM twin architecture -- How to design the LLM twin architecture using the FTI pipeline design -- Data collection pipeline -- Feature pipeline -- Training pipeline -- Inference pipeline -- Final thoughts on the FTI design and the LLM twin architecture -- Summary -- References -- Chapter 2: Tooling and Installation -- Python ecosystem and project installation -- Poetry: dependency and virtual environment management -- Poe the Poet: task execution tool -- MLOps and LLMOps tooling -- Hugging Face: model registry -- ZenML: orchestrator, artifacts, and metadata -- Orchestrator -- Artifacts and metadata -- How to run and configure a ZenML pipeline -- Comet ML: experiment tracker -- Opik: prompt monitoring -- Databases for storing unstructured and vector data -- MongoDB: NoSQL database -- Qdrant: vector database -- Preparing for AWS -- Setting up an AWS account, an access key, and the CLI -- SageMaker: training and inference compute -- Why AWS SageMaker? …”

Tabla de Contenidos: “…Here a sewage system was installed on the Nieuwezijds Voorburgwal in 1884. (B) Berlage and his peers introduced modern, straight -- Figure 2.3. …”

Tabla de Contenidos:

Tabla de Contenidos: “…-- Popular sites that use Ruby -- Installing Ruby on a computer -- Ruby language dashboard -- Installing different Ruby versions with RVM -- Summary -- Chapter 2: Ruby Variables -- Using variables in Ruby -- Variable code implementation -- Printing to the Ruby console -- Using puts -- Using p -- Getting input from the Ruby console using gets and chomp -- Code implementation -- Variable scope and variable types -- Local variables -- Global variables -- Instance variables -- Constants -- Class variables -- Summary -- Chapter 3: Ruby Strings -- Using strings in Ruby -- Missing quotation marks -- Printing strings -- Storing strings in variables -- String interpolation guide for Ruby -- What is string interpolation? …”

Tabla de Contenidos: “…Servlet request listener -- Servlet request attribute listener -- Session attribute listener -- Session binding listener -- Session activation listener -- Servlet context listener -- Servlet context attribute listener -- Asynchronous servlet -- Non blocking I/O -- Protocol handler -- Dynamic context registration -- External resources and themes -- Web fragments -- Security -- File descriptor security -- Programmatic security -- Form login -- Create a custom JAAS module -- Summary -- Chapter 14: Writing a JSF Application -- MVC -- Components -- Use -- Structure -- Configuring and developing your application -- Internationalization -- Navigation -- Navigation inside the page -- Phases and listeners -- Working with Facelets -- Web templates -- Custom functions -- Custom tags -- Security -- ACL permissions and PicketBox -- Summary -- Chapter 15: Sharing the Web Sessions -- Clustering -- Infinispan -- Distributable applications -- Cluster domains -- Customize the domains -- Summary -- Chapter 16: WildFly in Cloud -- OpenShift -- WildFly installation -- Command-line tools -- Exposed services -- Summary -- Chapter 17: Share your Data -- Infinispan and the cluster -- LRU and LIRS -- JGroups configuration -- Singleton HA Services -- Writing the Service -- Writing the Activator -- Client for the Service -- Summary -- Chapter 18: Deployment -- Deployment types -- Enterprise packages -- Web archive -- Java archive -- EJB -- Client application -- Simple Java library -- Resource adapters -- Extension packages -- Datasources -- Service archives -- Deployment tools -- Administrator tools -- HA deploy -- Development tools -- Summary -- Chapter 19: Working with OSGi -- Modules -- OSGi in WildFly -- Installation -- Deployment of bundles -- Maven bundle plugin -- Summary -- Index…”

Tabla de Contenidos: “…-- Setting up the environment -- Python 2 versus Python 3 -- Installing Python -- Setting up the Python interpreter -- About virtual environments -- Your first virtual environment -- Installing third-party libraries -- Your friend, the console -- How to run a Python program -- Running Python scripts -- Running the Python interactive shell -- Running Python as a service -- Running Python as a GUI application -- How is Python code organized? …”

Tabla de Contenidos: “…-- Creating your C++ Shooter project from a template -- Installing Visual Studio 2022 -- Ensuring your UE has the source code installed -- Launching the UE5 editor through the Epic Games Launcher -- Creating the MyShooter C++ project -- Associating VS with UE5 as the default source code editor -- Opening the C++ source code in VS (optional) -- Converting an existing Blueprint project to a C++ project -- Summary -- Chapter 2: Editing C++ Code in Visual Studio -- Technical requirements -- Launching VS -- Walking through the VS IDE's UI -- Code editor -- Menus -- Search box -- Toolbar -- Solution Explorer -- Output window -- Error List window -- Editing code in VS -- Controlling the caret (input cursor) -- The text editing keys -- Code selection -- IntelliSense -- Useful editing hotkeys -- Practicing C++ coding -- Creating a new C++ solution in VS -- Creating the main.cpp file -- Changing the editor theme -- Writing the initial code for main.cpp -- Adding the Calculator class -- Summary -- Chapter 3: Learning C++ and Object-Oriented Programming -- Technical requirements -- What is C++? …”