Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Dedication -- Packt Upsell -- Contributors -- Table of Contents -- Preface -- Chapter 1: The Domain Name Ecosystem -- Why domains are important -- Domain names 101 -- Anatomy of a domain name -- Registry details -- Registrar WHOIS server -- Expiry date -- The registrant contact set -- The administrative contact set -- Use a domain you control -- Use a different domain than the name in the record -- Use an exploder -- Use a unique address -- Alternatively, use canaries -- The tech contact set -- The billing contact set -- DNS details -- Status -- Status flags set by the registry -- Ok -- inactive -- autoRenewPeriod -- pendingTransfer -- redemptionPeriod -- pendingDelete -- Status Flags set by the Registrar -- clientHold -- clientDeleteProhibited -- clientTransferProhibited -- clientUpdateProhibited -- clientRenewProhibited -- Understanding the domain name expiry cycle -- Domain expires (day 0) -- Domain gets parked (days 3 to 5-ish) -- RGP - Registrant Grace Period (up to 45 days) -- Redemption period (day 45-ish) -- PendingDelete - day 90 (5 days) -- Never do this -- What to do if you lose a key domain -- Summary -- References -- Chapter 2: Registries, Registrars, and Whois -- Registries and Registrars -- Generic TLDs -- Country Code TLDs (ccTLDs) -- New Top-Level Domains -- IDN TLDs -- Online tools for converting punycode -- Infrastructure TLDs -- Registrars and Resellers -- An effective Registrar should... -- What is Whois? …”

Tabla de Contenidos: “…-- Data governance -- Model governance -- Enterprise scenarios that highlight the importance of MLOps governance -- Scenario 1 - limiting bias in AI solutions -- Scenario 2 - the need to constantly monitor shifts in feature distributions -- Scenario 3 - the need to monitor costs -- Scenario 4 - monitoring how the training data is sourced -- Tools in Vertex AI that can help with governance -- Model Registry -- Metadata Store -- Feature Store -- Vertex AI pipelines -- Model Monitoring -- Billing monitoring -- Summary -- References -- Part 3: Prebuilt/Turnkey ML Solutions Available in GCP -- Chapter 12: Vertex AI - Generative AI Tools…”

Tabla de Contenidos: “…-- In-app purchase product types -- In-app billing -- See how in-app purchases can be implemented -- The case of the Empurror -- Applying a pricing strategy to your store listing -- Summary -- Chapter 18: Continuous Deployment -- Continuous Deployment = Continuous Integration and Delivery -- Continuous Integration -- Continuous Delivery -- Repository and Git workflow -- Automated tests -- An example of a continuous workflow for an Android app -- Building variants -- The Gradle way -- productFlavors -- sourceSets -- buildTypes -- signingConfigs -- Using TeamCity as build agent -- Automated deploy and delivery -- Self hosted -- HockeyApp or Fabric beta -- Fastlane, alpha/beta Play Store, and iTunes beta -- DevOps -- Summary -- Chapter 19: Building an Unfair Advantage -- Introduction - it's not just about your app -- Digging your moat with intangible assets -- Protecting your work with IP laws -- Why you should care - Business-destroying patent trolls -- How IP laws can protect your app and business -- How to defend your intellectual property -- Going on the legal offensive -- The network effect and platforms -- The network effect -- The platform effect -- Making use of vertical markets -- Why target vertical markets? …”

Tabla de Contenidos: “…Max pooling and subsampling -- Hidden layers and formal description on forwarding propagation -- CNN examples -- CNN training and backpropagation -- RNN -- Training and inference for IoT -- IoT data analytics and machine learning comparison and assessment -- Summary -- Chapter 12: IoT Security -- Cyber security vernacular -- Attack and threat terms -- Defense terms -- Anatomy of IoT cyber attacks -- Mirai -- Stuxnet -- Chain Reaction -- Physical and hardware security -- Root of Trust -- Key management and trusted platform modules -- Processor and memory space -- Storage security -- Physical security -- Cryptography -- Symmetric cryptography -- Asymmetric cryptography -- Cryptographic hash (authentication and signing) -- Public Key Infrastructure -- Network stack - Transport Layer Security -- Software defined perimeter -- Software-Defined Perimeter architecture -- Blockchains and cryptocurrencies in IoT -- Bitcoin (blockchain-based) -- IOTA (directed acyclical graph-based) -- Government regulations and intervention -- US Congressional Bill -Internet of Things (IoT) Cybersecurity Improvement Act of 2017 -- Other governmental bodies -- IoT security best practices -- Holistic security -- Security checklist -- Summary -- Chapter 13: Consortiums and Communities -- PAN consortia -- Bluetooth SIG -- Thread Group -- Zigbee Alliance -- Miscellaneous -- Protocol consortia -- Open Connectivity Foundation and Allseen Alliance -- OASIS -- Object Management Group -- IPSO Alliance -- Miscellaneous -- WAN consortia -- Weightless -- LoRa Alliance -- Internet Engineering Task Force -- Wi-Fi Alliance -- Fog and edge consortia -- OpenFog -- EdgeX Foundry -- Umbrella organizations -- Industrial Internet Consortium -- IEEE IoT -- Miscellaneous -- US government IoT and security entities -- Summary -- Other Books You May Enjoy…”

Tabla de Contenidos: “…-- Creating a Zapier account -- Familiarizing yourself with navigation on the Zapier platform -- Icons in the left sidebar -- Icons on the top right -- Footer menu -- Changing your settings and preferences -- My Profile -- Email Notifications -- Advanced -- Data Management -- Account -- Billing and Usage -- Members -- Summary -- Questions -- 2 -- Chapter 2: Preparing to Automate Your Processes -- Technical requirements -- Simplifying your processes and assessing what can be automated -- Assessing your top-level management goals -- Involving your team -- Brainstorming your processes and prioritizing them -- Analyzing and simplifying your processes -- Identifying what can be automated -- Documenting your processes -- Establishing how your business apps integrate with Zapier -- Searching for information about your app…”

Tabla de Contenidos: “…NLP tasks and examples -- Comparing the output of GPT-2 and GPT-3 -- Fine-tuning GPT-3 -- Preparing the data -- Step 1: Installing OpenAI -- Step 2: Entering the API key -- Step 3: Activating OpenAI's data preparation module -- Fine-tuning GPT-3 -- Step 4: Creating an OS environment -- Step 5: Fine-tuning OpenAI's Ada engine -- Step 6: Interacting with the fine-tuned model -- The role of an Industry 4.0 AI specialist -- Initial conclusions -- Summary -- Questions -- References -- Chapter 8: Applying Transformers to Legal and Financial Documents for AI Text Summarization -- Designing a universal text-to-text model -- The rise of text-to-text transformer models -- A prefix instead of task-specific formats -- The T5 model -- Text summarization with T5 -- Hugging Face -- Hugging Face transformer resources -- Initializing the T5-large transformer model -- Getting started with T5 -- Exploring the architecture of the T5 model -- Summarizing documents with T5-large -- Creating a summarization function -- A general topic sample -- The Bill of Rights sample -- A corporate law sample -- Summarization with GPT-3 -- Summary -- Questions -- References -- Chapter 9: Matching Tokenizers and Datasets -- Matching datasets and tokenizers -- Best practices -- Step 1: Preprocessing -- Step 2: Quality control -- Continuous human quality control -- Word2Vec tokenization -- Case 0: Words in the dataset and the dictionary -- Case 1: Words not in the dataset or the dictionary -- Case 2: Noisy relationships -- Case 3: Words in the text but not in the dictionary -- Case 4: Rare words -- Case 5: Replacing rare words -- Case 6: Entailment -- Standard NLP tasks with specific vocabulary -- Generating unconditional samples with GPT-2 -- Generating trained conditional samples -- Controlling tokenized data -- Exploring the scope of GPT-3 -- Summary -- Questions -- References…”

Tabla de Contenidos: “…-- Representation -- Evaluation -- Optimization -- Generalization -- Feature engineering with IoT data -- Dealing with missing values -- Centering and scaling -- Time series handling -- Validation methods -- Cross-validation -- Test set -- Precision, recall, and specificity -- Understanding the bias-variance tradeoff -- Bias -- Variance -- Trade-off and complexity -- Comparing different models to find the best fit using R -- ROC curves -- Area Under the Curve (AUC) -- Random forest models using R -- Random forest key concepts -- Random forest R examples -- Gradient Boosting Machines (GBM) using R -- GBM key concepts -- The Gradient Boosting Machines R example -- Ensemble -- Anomaly detection using R -- Forecasting using ARIMA -- Using R to forecast time series IoT data -- Deep learning -- Use cases for deep learning with IoT data -- A Nickel Tour of deep learning -- Setting up TensorFlow on AWS -- Summary -- Chapter 11: Strategies to Organize Data for Analytics -- Linked Analytical Datasets -- Analytical datasets -- Building analytic datasets -- Linking together datasets -- Managing data lakes -- When data lakes turn into data swamps -- Data refineries -- Developing a progression process -- The data retention strategy -- Goals -- Retention strategies for IoT data -- Reducing accessibility -- Reducing the number of fields -- Reduce the number of records -- The retention strategy example -- Summary -- Chapter 12: The Economics of IoT Analytics -- The economics of cloud computing and open source -- Variable versus fixed costs -- The option to quit -- Cloud costs can escalate quickly -- Monitoring cloud billing closely…”

Tabla de Contenidos: “…the PowerDownFX My Block -- the WaitButton My Block -- the SayColor My Block -- the ExeCode My Block -- the MakeProgram My Block -- the RunProgram My Block -- the MakePrgFile My Block -- the ParseFile My Block -- the RunPrgFile My Block -- programming the SENTIN3L to patrol -- color-programming the SENTIN3L at runtime -- making permanent runtime color programs -- conclusion -- Comic continued -- 15. building the T-R3X -- main assembly -- legs frame assembly -- main assembly -- left leg -- right leg assembly -- main assembly -- EV3 brick assembly -- main assembly -- head and torso assembly -- main assembly -- conclusion -- Comic continued -- 16. programming the T-R3X -- building the My Blocks for the Wander program -- the Reset My Block -- the MoveAbsolute and MoveAbsolute2 My Blocks -- the Step My Block -- the Roar My Block -- the Chew My Block -- the Look My Block -- the Right My Block -- the Left My Block -- the TurnUntil My Block -- programming the T-R3X to wander -- designing the behavior of the T-R3X -- Digging Deeper: Behavior Modeling Using State Machines -- implementing a state machine -- general structure -- starting state -- state variable -- transitions -- sensor events -- timer events -- timer-filtered events -- actions -- Digging Deeper: Computing Complex Logic Operations Using the Math Block -- making the My Blocks for the final program -- the Turn My Block -- the ReadBeacon My Block -- the INIT My Block -- the IDLE My Block -- the HUNGRY My Block -- the SEEK My Block -- the CHASE My Block -- programming the T-R3X's behavior -- conclusion -- Comic continued -- A. the EV3 31313 set bill of materials -- B. differences between the education set and retail set -- electronic devices -- the EV3 software -- turning the retail set into the education core set -- turning the education core set into the retail set…”

Tabla de Contenidos: “…Bazeley, Gaëlle Béquet -- Supporting Open Education with the Wind at Your Back: Lessons for OER Programs from the Open Textbook Toolkit / Mira Waller, Will Cross, Erica Hayes -- Library-Supported Scholarship: Increasing Faculty Scholarly Reach with Author Services / Russell Michalak, Monica Rysavy -- Access for All: How Libraries, Publishers, and Vendors Can Collaborate on Accessible Products / Katherine Purple, Bill Kasdorf, Emma DiPasquale -- International Copyright in Historical Context: Who Are the Real Pirates? …”

Tabla de Contenidos: “…Use of smart contracts for insurance and billing in supply chain management -- 10.4.4. Verification of medical personnel's identity cards -- 10.4.5. …”

Tabla de Contenidos: “…Cover Page -- Title Page -- Copyright Page -- Acknowledgments -- About the Author -- Contents at a Glance -- Contents -- Introduction -- Interactive Online Learning Environment and Test Bank -- AWS Certified Advanced Networking - Specialty (ANS-C01) Study Guide Exam Objectives -- Objective Map -- How to Contact the Publisher -- Assessment Test -- Answers to Assessment Test -- Part I Network Design -- Chapter 1 Edge Networking -- Content Distribution Networking -- CloudFront -- CloudFront Implementation -- Caching and Object Retention -- Invalidations -- Protocol Support -- CloudFront Encryption Using SSL/TLS and SNI -- CloudFront Security -- Billing -- Lambda@edge -- Geo-restriction and Geolocation -- Global Accelerator -- Global Accelerator Architecture -- Custom Routing Accelerator -- AWS Global Accelerator Pricing -- Elastic Load Balancers -- Load Balancer Architectures -- Listeners -- Target Groups -- Health Checking -- Sticky Connections -- Proxy Connections -- Load Balancing Across Different Availability Zones -- Connection Draining -- AWS Load Balancer Offerings -- Application Load Balancers -- Gateway Load Balancers -- Network Load Balancer -- Classic Load Balancers -- Configuring Elastic Load Balancers -- API Gateway -- REST API -- HTTP API -- WebSocket Protocol -- API Gateway Configuration -- API Gateway Caching -- Endpoint Types -- Security -- Authentication and Authorization -- CloudFront Design Considerations -- Summary -- Exam Essentials -- Exercises -- Written Lab -- Written Lab 1.1: Create an HTTP API by Using the AWS Management Console -- Review Questions -- Chapter 2 Domain Name Services -- DNS and Route 53 -- DNS Overview -- Architecture -- DNS Hierarchy -- Zones -- DNS Resolution Process -- Resource Records -- Timers -- Delegations -- DNSSEC Overview -- DNS Logging and Monitoring -- CloudTrail -- CloudWatch…”

Tabla de Contenidos: “…Cover Page -- Title Page -- Copyright Page -- Acknowledgments -- About the Author -- About the Technical Editor -- Contents at a Glance -- Contents -- Table of Exercises -- Introduction -- Part I Azure Data Engineer Certification and Azure Products -- Chapter 1 Gaining the Azure Data Engineer Associate Certification -- The Journey to Certification -- How to Pass Exam DP-203 -- Understanding the Exam Expectations and Requirements -- Use Azure Daily -- Read Azure Articles to Stay Current -- Have an Understanding of All Azure Products -- Azure Product Name Recognition -- Azure Data Analytics -- Azure Synapse Analytics -- Azure Databricks -- Azure HDInsight -- Azure Analysis Services -- Azure Data Factory -- Azure Event Hubs -- Azure Stream Analytics -- Other Products -- Azure Storage Products -- Azure Data Lake Storage -- Azure Storage -- Other Products -- Azure Databases -- Azure Cosmos DB -- Azure SQL Server Products -- Additional Azure Databases -- Other Products -- Azure Security -- Azure Active Directory -- Role-Based Access Control -- Attribute-Based Access Control -- Azure Key Vault -- Other Products -- Azure Networking -- Virtual Networks -- Other Products -- Azure Compute -- Azure Virtual Machines -- Azure Virtual Machine Scale Sets -- Azure App Service Web Apps -- Azure Functions -- Azure Batch -- Azure Management and Governance -- Azure Monitor -- Azure Purview -- Azure Policy -- Azure Blueprints (Preview) -- Azure Lighthouse -- Azure Cost Management and Billing -- Other Products -- Summary -- Exam Essentials -- Review Questions -- Chapter 2 CREATE DATABASE dbName -- The Brainjammer -- A Historical Look at Data -- Variety -- Velocity -- Volume -- Data Locations -- Data File Formats -- Data Structures, Types, and Concepts -- Data Structures -- Data Types and Management -- Data Concepts -- Data Programming and Querying for Data Engineers…”

Tabla de Contenidos: “…Government Note or Bond -- Putting Finance To Work Municipal Manager -- Pricing a Treasury Bill -- Key Terms -- Questions -- Prepping for Exams -- Problems -- Advanced Problems for Spreadsheet Application -- Mini-Case Bay Path Cranberry Products -- Chapter 7. …”

Tabla de Contenidos: “…Cover -- FM -- Copyright -- Contributors -- About the Reviewers -- Table of Contents -- Preface -- Chapter 1: Introduction to AWS Accounts and Global Infrastructure -- Making the Most Out of This Book - Your Certification and Beyond -- Introducing a Client Scenario for this Study Guide -- Setting the Scene - Background Information -- Business Needs -- How the Cloud Meets These Needs -- Introduction to Cloud Computing and the AWS Global Infrastructure -- AWS Global Infrastructure -- Regions -- AZs -- Edge Locations and Regional Edge Caches -- Overview of an AWS Account -- When One AWS Account Is Not Enough -- Introducing AWS Organizations -- Service Control Policies (SCPs) -- AWS Control Tower -- Accessing Your AWS Account Using the Web Management Console, CLI, and SDKs -- AWS Web Management Console -- AWS CLI -- AWS CloudShell -- AWS SDKs -- Technical Requirements -- A Gmail Account -- Project Tasks - Building a Multi-Account Strategy for TodoPlus Limited -- Project Task 1.1 - Setting up Your First AWS Account -- Project Task 1.2 - Configuring MFA for Your Root User -- Project Task 1.3 - Setting up an AWS Organization -- Project Task 1.4 - Creating the Development and Production AWS Accounts -- Project Task 1.5 - Assigning AWS Accounts to Their Respective OUs -- Project Task 1.6 - Setting up SCPs -- Project Task 1.7 - Testing SCPs -- Project Task 1.8 - Creating a Billing Alarm -- Summary -- Further Reading -- Exam Readiness Drill - Chapter Review Questions -- Chapter 2: Securing Access with AWS Identity and Access Management -- Introduction to IAM -- But First, Let's Talk about the Root User -- What Are the IAM Components? …”