Tabla de Contenidos: “…Heard ye o' the tree o' France (4:22) -- Here is the glen (1:27) -- The taylor fell thro' the bed (1:14) -- Fair the face of orient day (3:10) -- Aften hae I play'd (2:45) -- In Tarbolton (2:44) -- There was a lass (4:19) -- By Allen stream (2:41) -- Up and warn a' Willie (2:31) -- Oh I forbid you (8:38) -- In Edinburgh town + Cock up your beaver (2:22) -- As I cam down by Annan side (1:15) -- Had I the Wyte + When maukin bucks (3:43) -- When Mary cam over the border (1:47) -- Saw ye my Maggie (1:20) -- As honest Jacob (1:53) -- Grim Grizzel + The night (4:23) -- The cares o' love + Come rede me dame (2:07) -- While prose-work and rhymes + When princes and prelates (3:01) -- I'll tell you a tale (1:45) -- O wha'll mow me now (2:57) -- Amang our young lasses (1:52) -- Green grow the rashes, O (bawdy version) + Altho' my back (2:12) -- There was twa wives (1:30)…”

Tabla de Contenidos: “…Subculture: style and resistance : The zoot suit: its history and influence / Holly Alford -- Back to Africa: Reggae and Rastafarianism / Dick Hebdige -- Cultural responses of the Teds / Tony Jefferson -- Rock, fashion and perfomativity / Noel McLaughlin -- The Warhol look / Mark Francis and Margery King -- 'Macho man': clone and the development of a masculine stereotype / Shawn Cole -- Part V. …”

Tabla de Contenidos: “…FLOW PERFORMANCE CURVES -- CONDENSATE BACK-UP IN CONDENSERS-THE EFFECT OF SUB-COOLING -- DISTILLATION TRAY DOWNCOMER BACK-UP AND LIQUID FLOODING -- EFFECT OF FOAM ON LEVEL INDICATION IN DISTILLATION TOWERS -- SPLIT LIQUID LEVELS IN VERTICAL VAPOR LIQUID SEPARATORS -- OPTIMIZING EXCESS AIR IN A FIRED HEATER TO MINIMIZE FUEL CONSUMPTION -- DISTILLATION TRAY DUMPING OR WEEPING WITH VALVE CAP TRAY DECKS -- FIRED HEATER TUBE FAILURES -- LOW AIR FLOW IN A FIN FAN FORCED DRAFT AIR COOLER -- MEASURING AIR FLOW FOR AN AERIAL FIN FAN AERIAL COOLER -- MEASURING COOLING TOWER EFFICIENCY APPROACH TO WET BULB TEMPERATURE -- ADJUSTING HEATER STACK DAMPER FOR OPTIMUM ENERGY EFFICIENCY -- PREVENTING TRAY DUMPING BY USE OF BUBBLE CAP TRAYS -- DEMISTER FOULING IN VAPOR-LIQUID SEPERATOR VESSELS -- EFFECT OF TEMPERATURE ON LIQUID LEVEL INDICATION -- DRAW-OFF NOZZLE CAPACITY LIMITS -- ON-STREAM REPAIR OF TUBE LEAKS IN SURFACE CONDENSER -- WHEN ARE VORTEX BREAKERS REQUIRED? …”

Tabla de Contenidos: “…All you need is Java / Anders Norås -- Approval testing / Emily Bache -- Augment Javadoc with AscilDoc / James Elliott -- Be aware of your container surroundings / David Delabassee -- Behavior is "easy" ; state is hard / Edson Yanaga -- Benchmarking is hard - JMH helps / Michael Hunger -- The benefits of codifying and asserting architectural quality / Daniel Bryant -- Break problems and tasks into small chunks / Jeanne Boyarsky -- Build diverse teams / Ixchel Ruiz -- Builds don't have to be slow and unreliable / Jenn Strater -- "But it works on my machine!" …”

Tabla de Contenidos: “…Customizable Materials -- Working With the Files -- PDF Documents -- PowerPoint Slides -- ABOUT THE AUTHOR -- ABOUT ATD -- Back Cover…”

Tabla de Contenidos: “…-- When Nothing Works -- BACK TO STEGANOGRAPHY -- SUMMARY -- REFERENCES -- 7 - Antiforensics -- INTRODUCTION…”

Tabla de Contenidos: “…Level 1: Measuring Participant Reactions -- Level 2: Measuring the Extent to Which Participants Have Learned -- Level 3: Measuring the Results of Training Back on the Job -- Level 4: Measuring the Organizational Impact of Training -- Return on Investment -- Reporting Results -- The Bare Minimum -- Key Points -- What to Do Next -- Additional Resources -- SECTION III: POST-WORKSHOP LEARNING -- 10 THE FOLLOW-UP COACH -- Create a Communication Plan -- Involve Managers in the Transfer of Learning -- Before the Workshop -- After the Workshop -- Connect Service Standards to Organizational Metrics -- Focus on Personal Action Planning -- Continue to Offer Learning Opportunities -- Create an Open and Encouraging Environment for Quality Customer Service -- Key Points -- What to Do Next -- Additional References -- SECTION IV: WORKSHOP SUPPORTING DOCUMENTS AND ONLINE SUPPORT -- 11 LEARNING ACTIVITIES -- Learning Activities Included in Customer Service Training -- Half-Day Workshop: Service Behaviors That Matter -- One-Day Workshop: From the Customer's Perspective -- Two-Day Workshop: A Total Approach to Service -- 12 ASSESSMENTS -- Assessments Included in Customer Service Training -- 13 HANDOUTS -- Handouts Included in Customer Service Training -- Half-Day Workshop: Service Behaviors That Matter -- One-Day Workshop: From the Customer's Perspective -- Two-Day Workshop: A Total Approach to Service -- 14 ONLINE TOOLS AND DOWNLOADS -- Access to Free Supporting Materials -- Customizable Materials -- Working With the Files -- PDF Documents -- PowerPoint Slides -- ACKNOWLEDGMENTS -- ABOUT THE AUTHOR -- ABOUT ATD -- Back Cover…”

Tabla de Contenidos:

Tabla de Contenidos: “…Understanding an online store -- Understanding an offline store -- Getting started with SageMaker Feature Store -- Creating a feature group -- Ingesting data to SageMaker Feature Store -- Ingesting from SageMaker Data Wrangler -- Accessing features from SageMaker Feature Store -- Accessing a feature group in the Studio UI -- Accessing an offline store - building a dataset for analysis and training -- Accessing online store - low-latency feature retrieval -- Summary -- Chapter 5: Building and Training ML Models with SageMaker Studio IDE -- Technical requirements -- Training models with SageMaker's built-in algorithms -- Training an NLP model easily -- Managing training jobs with SageMaker Experiments -- Training with code written in popular frameworks -- TensorFlow -- PyTorch -- Hugging Face -- MXNet -- Scikit-learn -- Developing and collaborating using SageMaker Notebook -- Summary -- Chapter 6: Detecting ML Bias and Explaining Models with SageMaker Clarify -- Technical requirements -- Understanding bias, fairness in ML, and ML explainability -- Detecting bias in ML -- Detecting pretraining bias -- Mitigating bias and training a model -- Detecting post-training bias -- Explaining ML models using SHAP values -- Summary -- Chapter 7: Hosting ML Models in the Cloud: Best Practices -- Technical requirements -- Deploying models in the cloud after training -- Inferencing in batches with batch transform -- Hosting real-time endpoints -- Optimizing your model deployment -- Hosting multi-model endpoints to save costs -- Optimizing instance type and autoscaling with load testing -- Summary -- Chapter 8: Jumpstarting ML with SageMaker JumpStart and Autopilot -- Technical requirements -- Launching a SageMaker JumpStart solution -- Solution catalog for industries -- Deploying the Product Defect Detection solution -- SageMaker JumpStart model zoo…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Packt Upsell -- Foreword -- Contributors -- Table of Contents -- Preface -- Chapter 1: Working with Azure Virtual Machines -- Technical requirements -- Designing solutions for virtual machines -- Virtual machine series and sizes -- Available VM series and sizes -- Availability Sets -- Fault domains and update domains -- Managed Disks -- Creating highly available virtual machines -- Creating highly available virtual machines from the Azure Portal -- Creating highly available virtual machines from PowerShell -- VM Scale Sets -- Creating a VM Scale Set from the Azure Portal -- Accessing your VM Scale Sets -- VM Scale Set templates -- Disaster recovery -- Backup and recovery -- Replication -- Summary -- Questions -- Further reading -- Chapter 2: Configuring Compute-Intensive Applications -- High-performance compute virtual machines -- Microsoft HPC Pack -- Cloud-native HPC solutions -- Hybrid HPC architecture -- Azure Batch -- Creating an Azure Batch service -- Stateless components -- Containers on Azure Batch -- Summary -- Questions -- Further reading -- Chapter 3: Designing Web Applications -- Technical requirements -- Azure Web Apps -- App Service plans -- The App Service Environment (ASE) -- Creating an ASE -- Web Apps for Containers -- Getting started with Web App for Containers -- Designing Web Apps for high availability, scalability, and performance -- High availability and performance -- Using a CDN -- Using Redis Cache -- Using Azure Traffic Manager -- Scalability -- Scaling out -- Scaling up -- Designing and securing custom Web APIs -- Designing your Web API -- Securing your Web API -- Summary -- Questions -- Further reading -- Chapter 4: Implementing Serverless and Microservices -- Technical requirements -- Event-driven actions using Azure Functions -- Consumption App Service plan…”

Tabla de Contenidos: “…Intro -- Foreword -- Editorial -- We must continue to co-ordinate our responses to the ongoing Ukrainian refugee crisis, as well as plan for their longer-term displacement -- Executive summary -- Migration flows bounced back in 2021 -- Labour market outcomes of immigrants were more resilient than expected -- The global competition for talent is back on the policy agenda -- Responding to the refugee crisis from Ukraine -- International students make a large economic contribution in most OECD countries -- Key findings -- Key facts and figures -- 1 Recent developments in international migration movements and labour market inclusion of immigrants -- Recent trends in international migration -- Permanent-type migration to OECD countries partially bounced back in 2021 -- Temporary worker migration has not returned to its pre-COVID-19 level -- Inflow of international seasonal workers remained stable during the pandemic -- Other types of temporary labour migration were significantly impacted by the pandemic -- Contrasting trends in the number of worker postings within the OECD-Europe area in 2020 -- Shifts in origin and destination of asylum seekers -- A strong rebound in asylum seeking, but not up to pre-COVID-19 levels -- China and India start to lose their lead as main origin countries -- Size and composition of foreign-born populations in OECD countries -- Foreign-born population continued to rise during the pandemic -- Men still account for more than half of migration flows but their share decreased in 2020 -- Record acquisitions of citizenship in OECD countries in 2021 -- Recent trends in labour market outcomes for immigrants in the OECD area -- In 2021, the labour market situation of immigrants improved in most OECD countries -- The risk of long-term unemployment for migrants increased as a result of the crisis…”

Tabla de Contenidos: “…Other graph typologies -- Why we need DAGs in causal science -- Graph representations of variables -- Mathematical interpretation -- Representing graphs in R -- Bayesian networks -- Conditional independence -- Exploring Graphical Causal Models -- Comparison with Bayesian networks -- Assumptions in GCMs -- Case study example of a graph model in R -- Problem to solve using graphs -- Implementing in R -- Interpreting results -- Summary -- References -- Chapter 5: Navigating Causal Inference through Directed Acyclic Graphs -- Technical requirements -- Understanding the flow in Graphs -- Chains and forks -- Colliders -- Adjusting for confounding in graphs -- D-separation -- Do-operator -- The back door adjustment -- The front door adjustment -- Practical R example - back door versus front door -- Synthetic data -- Back door adjustment in R -- Front door adjustment in R -- Summary -- Chapter 6: Employing Propensity Score Techniques -- Technical requirements -- Introduction to propensity scores -- A deep dive into these scores -- Balancing confounding variables -- Check for confounding using propensity scores -- Challenges and caveats -- Stratification and subsampling -- Theory -- Application of propensity scores in R -- Understanding Propensity Score Matching -- Considerations and limitations -- Practical application of PSM in R -- Balancing methods -- Sensitivity analysis -- Visualizing the results -- Weighting in PSM using R -- Summary -- References -- Chapter 7: Employing Regression Approaches for Causal Inference -- Technical requirements -- Role of regression in causality -- Choosing the appropriate regression model -- Understanding the nature of the outcome variable -- Consideration of confounding and interaction effects -- Model complexity, parsimony, and assumptions -- Linear regression for causal inference -- The theory…”

Tabla de Contenidos:

Tabla de Contenidos: “…-- Streaming system examples -- Streaming systems and real time -- How a streaming system works -- Applications -- Backend services -- Inside a backend service -- Batch processing systems -- Inside a batch processing system -- Stream processing systems -- Inside a stream processing system -- The advantages of multi-stage architecture -- The multi-stage architecture in batch and stream processing systems -- Compare the systems -- A model stream processing system -- Summary -- Exercise -- 2 Hello, streaming systems! …”

Tabla de Contenidos: “…-- In practice - applying what you've learned -- Preparing AWS for the lab -- Creating your repository -- Adding secrets to your repository -- Downloading and committing the lab files -- Understanding the pipeline -- Adding more steps -- Testing but not deploying -- Lab final thoughts -- Summary -- Chapter 11: Worker Bees - Orchestrations of Serverless, Containers, and Kubernetes -- Technical requirements -- The multiple definitions of serverless -- Serverless Framework -- Serverless computing -- Serverless functions -- Monitoring serverless functions -- Errors -- Containers and why we love them -- Isolation -- Immutability -- Promotability -- Tagging -- Rollbacks -- Security -- Signable -- Monitoring containers -- Kubernetes and other ways to orchestrate containers -- Health checks -- Crashing and force-closing containers -- HTTP-based load balancing -- Server load balancing -- Containers as a Service (CaaS) -- Simple container orchestration -- Kubernetes -- Deployment techniques and workers -- Traditional replacement deployment -- Rolling deployment -- A/B or blue/green deployment -- Canary deployment -- Automation and rolling back failed deployments -- Rollback metrics -- When to roll back -- How to roll back…”

Tabla de Contenidos: “…Accessing attachments -- Switching from record to record -- Sorting a list on the Customers and Vendors page -- Working with a batch of records -- Changing Settings for Lists -- Accessing Other Lists -- Importing Customers and Vendors -- Downloading the sample file -- Importing lists -- Exporting lists to Excel or Google Sheets -- Introducing Spreadsheet Sync -- Installing the Spreadsheet Sync add-in -- Managing list records with Spreadsheet Sync -- Uninstalling Spreadsheet Sync -- Chapter 5 Managing Sales Tax, Services, and Inventory -- Setting Up Sales Tax -- Understanding sales tax liability -- Enabling the Automated Sales Tax feature -- Converting sales tax from QuickBooks Desktop -- Switching from manual to automated sales tax -- Exploring the Economic Nexus Feature -- Custom sales tax rates -- Auditing your customer list -- Reporting and paying sales taxes -- Working with Products and Services -- Adding inventory, non-inventory, and services items -- Reordering inventory items -- Creating inventory adjustment transactions -- Adjusting inventory quantities -- Making an inventory quantity adjustment -- Adjusting an inventory item's starting value -- Establishing categories -- Changing item types -- Simplifying your invoicing process -- Using pricing rules -- Working with bundles -- Importing and Exporting Products and Services -- Downloading the sample file -- Importing lists -- Exporting lists to Excel or Google Sheets -- Managing Products and Services with Spreadsheet Sync -- Chapter 6 Invoicing Customers and Receiving Payments -- Getting Oriented with Sales Transactions -- Creating Invoices -- Configuring Automatic Subtotals -- Creating Billable Time Entries -- Entering time activities -- Adding billable time and expenses to an invoice -- Printing a Batch of Invoices or Packing Slips -- Recording Customer Payments…”

Tabla de Contenidos: “…6.6.2 GridFTP client-server -- 6.6.3 URLCopy -- 6.7 GASS -- 6.7.1 Batch GASS example -- 6.7.2 Interactive GASS example -- 6.8 Summary -- Chapter 7. …”

Tabla de Contenidos: “…-- Encryption Enhancements -- Always Encrypted Enhancements -- Crypto Enhancements -- Strict Connected Encryption -- Security Permission Enhancements -- New Fixed Server-Level Roles -- Dynamic Data Masking Enhancements -- Performance and Scalability -- Columnstore and Batch Mode Improvements -- Ordered Clustered Columnstore Index -- Columnstore String Improvements -- Vector Extension to Improve Batch Mode -- Columnstore Segment Elimination Enhancements -- Scalability Improvements -- Buffer Pool Parallel Scan -- Purvi's List -- "Hands-Free" tempdb -- What Is the Challenge? …”

Tabla de Contenidos: “…. -- Creating your own execution metadata -- Getting ready -- How to do it... -- Using Events to back up your files -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also (follow-up steps) -- Using Pre and Post SQL commands -- Getting ready -- How to do it... -- Index -- About Packt -- Other Books You May Enjoy…”

Tabla de Contenidos: “…Our third Route -- Summary -- Chapter 6: Completing Our App -- User stories progress -- ChatContainer skeleton -- Managing data flow -- Creating a message -- Sending a message to Firebase -- Our message data -- Loading data from Firebase -- Displaying our messages -- Message display improvements -- Multiple users -- Batching user messages -- Scrolling down -- React refs -- Loading indicator -- The Profile page -- Summary -- Chapter 7: Adding a Service Worker -- What is a service worker? …”