Tabla de Contenidos: “…Case Study: Ant Trails; Introduction; Model Overview; API Design; Sparse Matrices; wx; Applications; Chapter 13. …”

Tabla de Contenidos: “…The base class object __init__() method Implementing __init__() in a super class; Using __init__() to create manifest constants; Leveraging __init__() via a factory function; Faulty factory design and the vague else clause; Simplicity and consistency using elif sequences; Simplicity using mapping and class objects; Two parallel mappings; Mapping to a tuple of values; The partial function solution; Fluent APIs for factories; Implementing __init__() in each subclass; Simple composite objects; Wrapping a collection class; Extending a collection class; More requirements and another design…”

Tabla de Contenidos: “…DiscussionImplementing OAuth on Top of Redis; Problem; Solution; Discussion; Initial setup; Getting a request token; Redirections and consent; Exchanging the request token for an access token; API Access; Using Redis's Pub/Sub Functionality to Create a Chat System; Problem; Solution; Discussion; Installing the necessary software; Implementing the server side code; Implementing the client side code; Further improvements; Implementing an Inverted-Index Text Search with Redis; Problem; Solution; Discussion; Indexing; Searching; Scoring; Other improvements; Analytics and Time-Based Data; Problem…”

Tabla de Contenidos: “…Working with Collections in Backbone Understading Backbone Views; Saving and Fetching Data; Working with Routers; More About Events; Manipulating Collections; Summary; Additional Resources; Chapter 4: Using JavaScript Templates; Introduction to Templates; Using Underscore Templates; Using Templates in Backbone; Summary; Additional Resources; Part III: Working with Server-Side JavaScript; Chapter 5: Creating Forms; Understanding Progressive Enhancement; Letting HTML5 Do the Work for You; Using Polyfills for Older Browsers; Connecting to a REST API; Forms in Backbone; Summary…”

Tabla de Contenidos: “…Challenge handlerCustom authentication; Summary; Chapter 7: Advanced Features of IBM Worklight; Push notification; Device and platforms support; Worklight push notification concepts and terminology; WL client API; WL.BusyIndicator; WL.Logger; WL.SimpleDialog; Cordova plugins; Encrypted Offline Cache; Storage JSONStore; Summary; Index…”

Tabla de Contenidos: “…Mutability and Data Structures in OOP -- Immutability (Not Only) in FP -- The State of Java Immutability -- java.lang.String -- Immutable Collections -- Primitives and Primitive Wrappers -- Immutable Math -- Java Time API (JSR-310) -- Enums -- The final Keyword -- Records -- How to Achieve Immutability -- Common Practices -- Takeaways -- Chapter 5. …”

Tabla de Contenidos: “…Bitmaskierung -- Klassische Aussagenlogik -- Bitweise Operatoren in C -- Bitmaskierung -- Zusammenfassung -- II Peripheriemodule -- Digitale Ein-/Ausgabe -- Peripherie -- Projekt Pulsoximeter -- Elektrotechnische Grundlagen -- Strom und Spannung -- Widerstand und Ohm'sches Gesetz -- Halbleiter und Diode -- Schaltungsaufbau "LED an Batterie" -- LED schalten -- Transistor -- Logische Funktionen mit CMOS -- GPIO-Modul -- Schaltungsaufbau ESP32-C3 mit LEDs -- Pin-Multiplexing -- Set-/Reset-Register -- Bitfeld und Union in C -- Gesamtes Modul kapseln -- API des Herstellers…”

Tabla de Contenidos: “…Scope, storage duration, and lifetimes -- The object -- The reference -- Understanding why initialization matters -- Functors and lambdas -- Exploring functional objects -- Lambda expressions -- Summary -- Chapter 5: Handling Errors with C++ -- Technical requirements -- Handling errors from POSIX APIs with C++ -- Using std::error_code and std::error_condition -- From error codes to exceptions -- std::system_error -- Throw by value, catch by reference -- try/catch ... finally -- Summary -- Part 2: Advanced Techniques for System Programming -- Chapter 6: Concurrent System Programming with C++…”

Tabla de Contenidos: “…The Plug specification -- Creating a module plug -- Creating a function plug -- Routing requests -- Handling requests in a controller -- Rendering views -- Layouts -- Authenticating users -- Implementing a JSON API -- Authenticating users in the API -- Interactive applications using channels -- Preparing the server -- Joining channels on the client -- Exchanging events -- Authenticating socket connections -- Tracking users statuses using Presence -- Summary -- Chapter 9: Finding Zen through Testing -- Unit testing -- Testing functions without side-effects -- Testing functions with side-effects -- Creating mocks with Mox -- Testing interactions with the repository separately -- Testing the documentation -- Integration testing -- Testing Phoenix Channels -- Testing macros -- Property-based testing -- Summary -- Chapter 10: Deploying to the Cloud -- Releasing with Distillery -- Configuring the release -- Interpolating environment variables -- Creating the release -- Creating a custom release task -- Containerizing our application -- Creating a development container -- Orchestrating more than one container -- Composing the deployment containers -- Deploying to Kubernetes -- Configuring the cloud database -- Creating a namespace -- Creating secrets -- Publishing the production image -- Deploying your first pod -- Creating a Kubernetes job -- Exposing your pods to the world -- Continuous deployment with Travis CI -- Connecting the deployed Elixir nodes -- Testing the connected nodes -- Summary -- Chapter 11: Keeping an Eye on Your Processes -- Collecting metrics -- Exposing Prometheus metrics -- Creating custom Prometheus metrics -- Local Prometheus server -- Deploying Prometheus in Kubernetes -- Calculating percentiles -- Setting Grafana variables -- A window to your nodes -- Connecting to a containerized node…”

Tabla de Contenidos: “…-- Connecting to your data warehouse -- Using Amazon Redshift query editor v2 -- Loading sample data -- Running your first query -- Summary -- Chapter 2: Data Loading and Analytics on Redshift Serverless -- Technical requirements -- Data loading using Amazon Redshift Query Editor v2 -- Creating tables -- Loading data from Amazon S3 -- Loading data from a local drive -- Data loading from Amazon S3 using the COPY command -- Loading data from a Parquet file -- Automating file ingestion with a COPY job -- Best practices for the COPY command -- Data loading using the Redshift Data API -- Creating table -- Loading data using the Redshift Data API -- Summary -- Chapter 3: Applying Machine Learning in Your Data Warehouse -- Understanding the basics of ML -- Comparing supervised and unsupervised learning -- Classification -- Regression -- Traditional steps to implement ML -- Data preparation -- Evaluating an ML model -- Overcoming the challenges of implementing ML today -- Exploring the benefits of ML -- Summary -- Part 2: Getting Started with Redshift ML -- Chapter 4: Leveraging Amazon Redshift ML -- Why Amazon Redshift ML? …”

Tabla de Contenidos: “…Differences between RESTful Web Services and JSON:API -- Authenticated requests -- Introduction to Next.js -- Next.js -- CORS -- Next for Drupal -- Summary -- Index -- About Packt -- Other Book You May Enjoy…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Packt Upsell -- Contributors -- Table of Contents -- Preface -- Chapter 1: Setup and Introduction to TensorFlow -- The TensorFlow way of thinking -- Setting up and installing TensorFlow -- Conda environments -- Checking whether your installation works -- TensorFlow API levels -- Eager execution -- Building your first TensorFlow model -- One-hot vectors -- Splitting into training and test sets -- Creating TensorFlow graphs -- Variables -- Operations -- Feeding data with placeholders -- Initializing variables -- Training our model -- Loss functions -- Optimization -- Evaluating a trained model -- The session -- Summary -- Chapter 2: Deep Learning and Convolutional Neural Networks -- AI and ML -- Types of ML -- Old versus new ML -- Artificial neural networks -- Activation functions -- The XOR problem -- Training neural networks -- Backpropagation and the chain rule -- Batches -- Loss functions -- The optimizer and its hyperparameters -- Underfitting versus overfitting -- Feature scaling -- Fully connected layers -- A TensorFlow example for the XOR problem -- Convolutional neural networks -- Convolution -- Input padding -- Calculating the number of parameters (weights) -- Calculating the number of operations -- Converting convolution layers into fully connected layers -- The pooling layer -- 1x1 Convolution -- Calculating the receptive field -- Building a CNN model in TensorFlow -- TensorBoard -- Other types of convolutions -- Summary -- Chapter 3: Image Classification in TensorFlow -- CNN model architecture -- Cross-entropy loss (log loss) -- Multi-class cross entropy loss -- The train/test dataset split -- Datasets -- ImageNet -- CIFAR -- Loading CIFAR -- Image classification with TensorFlow -- Building the CNN graph -- Learning rate scheduling -- Introduction to the tf.data API…”

Tabla de Contenidos: “…Windows Runtime primer -- Windows Store app technology stacks -- The Windows Runtime type system -- Windows Runtime type-system projections -- Calling asynchronous WinRT APIs from .NET code -- Simplifying the calling of asynchronous methods -- Cancellation and progress -- WinRT deferrals -- 2. …”

Tabla de Contenidos: “…-- A primer on observability and cybersecurity -- Summary -- Chapter 2: Getting Started with Vector Search in Elastic -- Search experience in Elastic before vectors -- Data type and its impact on relevancy -- The relevancy model -- Evolution of search experience -- The limits of keyword-based search -- Vector representation -- The new vector data type and the vector search query API -- Sparse and dense vectors -- An Elastic Cloud quick start -- Dense vector mapping -- Brute-force KNN search -- KNN search -- Summary -- Part 2: Advanced Applications and Performance Optimization -- Chapter 3: Model Management and Vector Considerations in Elastic -- Technical requirements -- Hugging Face -- Model Hub -- Datasets -- Spaces -- Eland -- Loading a Sentence Transformer from Hugging Face into Elasticsearch -- Configuring Elasticsearch authentication -- Loading a model from the Hugging Face Hub -- Downloading the model -- Loading the model into Elasticsearch -- Starting the model -- Deploying the model -- Generating a vector for a query -- Generating vectors in Elasticsearch -- Planning for cluster capacity and resources…”

Tabla de Contenidos: “…-- Learning about Power Automate -- Learning about Copilots -- Learning about Power Apps -- Learning about AI Builder technologies -- Understanding Power Platform licensing -- Exploring additional AI services -- Working with Azure AI Services -- Working with OpenAI models -- Working with services from Google, Anthropic, and more -- Summary -- Chapter 2: Configuring an Environment to Support AI Services -- Configuring Azure -- Requesting API access for Azure OpenAI services -- Setting up OpenAI service resources in Azure -- Configuring API access for ChatGPT -- Configuring your workstation -- Configuring Power Platform -- Summary -- Chapter 3: Talking to ChatGPT -- Working with ChatGPT as a user -- So, what's a token? …”

Tabla de Contenidos: “…-- Azure Cosmos DB -- Azure Cosmos DB Analytical Store -- Columnar Storage -- Decoupling of Operational Store -- Automatic Data Synchronization -- SQL API and MongoDB API -- Analytical TTL -- Automatic Schema Updates -- Cost-Effective Archiving -- Scalability…”

Tabla de Contenidos: “…-- Quorum-Based Replication -- Cloud Native API Management Patterns for Microservices -- Idempotent Service Operation -- Optimistic Concurrency Control in API -- Circuit Breaker -- Service Discovery -- Client-Side Discovery Pattern -- Server-Side Discovery Pattern -- Service Versioning -- URI Versioning -- Header Versioning -- Cloud Native Event-Driven Patterns for Microservices -- Asynchronous Nonblocking I/O -- What is synchronous and asynchronous messaging? …”

Tabla de Contenidos: “…-- The Vuex Store -- The state is the source of truth -- Mutations update the state -- Strict mode -- Time-travel debugging -- Getters compute and return data -- Actions for store operations -- Mapping helpers -- User state -- Setting up Google OAuth -- Login button -- User in the store -- Adapting the router -- Adapting the fetch plugin -- Check the user session on start -- The profile picture -- Synchronizing the store and the router -- Embedding Google Maps -- Installation -- Getting the API key -- Installing the library -- Adding a map -- Connecting the BlogMap and the store -- Vuex modules…”

Tabla de Contenidos: “…. -- Chapter 6: Web Clients and APIs -- Introduction -- Initializing, storing, and passing http.Client structs -- Getting ready…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Contributors -- Table of Contents -- Preface -- Part 1: Introduction to Python -- Chapter 1: Python's Integration with Blender -- Technical requirements -- Installing Blender -- Installing Blender on Windows -- Installing multiple versions on macOS -- The Scripting workspace - first steps with Python -- The Python console -- The Info Log -- The Text Editor -- External editor - Visual Studio Code -- Loading our scripts folder -- Keeping Blender's text blocks in sync -- Version control and backup -- Initializing the repository -- Making changes -- Summary -- Questions -- Chapter 2: Python Entities and API -- Technical requirements -- Useful features of Python -- Options for developers -- Python console's utilities -- Accessing Blender modules -- The bpy module -- API documentation -- Accessing Blender data -- Creating new objects -- Removing elements -- Understanding the user context -- Summary -- Questions -- Chapter 3: Creating Your Add-Ons -- Technical requirements -- Installing our add-ons in Blender -- Add-on requirements -- Installation -- Uninstall -- The scripts path -- Creating our first add-on - object collector -- Operators -- Writing a basic operator -- Loading operators in our add-on -- Running our add-on -- Refreshing the add-on list -- Running from the Search Toolbar -- Improving our code -- Saving our edits automatically -- Ignoring bytecode files (.pyc) -- Fixing the operator logic -- Reloading scripts -- Avoiding re-assignment errors -- Our final operator -- Extending menus -- Summary -- Questions -- Chapter 4: Exploring Object Transformations -- Technical requirements -- Moving objects in space -- Transforming objects -- Transforming objects indirectly -- Using Object Constraints -- Using object hierarchies -- Understanding the transform matrix -- Accessing matrices…”