Tabla de Contenidos: “…Cover -- Title Page -- Copyright Page -- Contents at a Glance -- Contents -- About the Authors -- Acknowledgments -- Introduction -- Conventions Used in This Book -- Chapter 1: Stepping into Office -- Open and Close an Office Program -- Start an Office Program in Windows 7 -- Start an Office Program in Windows 8 -- Close an Office Program -- Open, Close, and Save an Office Document -- Open a New Office Document -- Locate and Open an Existing Document -- Save a Document for the First Time -- Save a Document Automatically -- Save a Document as a Copy or as a Template -- Close an Office Document -- Explore an Office Program -- Explore an Office Program Window -- Use the Mouse -- Use the Mini Toolbar -- Use Tabs and Menus -- Use Various Views -- Personalize and Customize Office 2013 Programs -- Work with the Quick Access Toolbar -- Show or Hide ScreenTips -- Change the Screen Color -- Add Identifying Information -- Set General Preferences -- Use AutoCorrect -- Use Common Office Tools -- Open Help -- Use the Thesaurus -- Translate a Document -- Use the Office Clipboard -- Check Spelling -- Make Accessibility Changes -- Chapter 2: Working with Documents in Word -- Step into Word -- Use the Start Screen for Word -- Create a New Document -- Locate and Open an Existing Document -- Import a Document -- Write a Document -- Enter Text -- Determine Where Text Will Appear -- Insert Text or Type Over It -- Insert Line or Page Breaks -- Select Text -- Copy and Move Text -- Delete Text -- Enter Symbols and Special Characters -- Navigate a Document -- Move Around in a Document -- Find and Replace Text -- Use Word Writing Aids -- Use Building Blocks -- Count Characters and Words -- Use Highlighting -- Add Hyphenation -- Chapter 3: Formatting a Document -- Format Text -- Survey the Text-Formatting Tools -- Apply Character Formatting -- Reset Font Defaults…”

Tabla de Contenidos: “…Performance assessment -- Additional analytics libraries -- NumPy and SciPy -- matplotlib -- Summary -- Chapter 6: Measuring Healthcare Quality -- Introduction to healthcare measures -- US Medicare value-based programs -- The Hospital Value-Based Purchasing (HVBP) program -- Domains and measures -- The clinical care domain -- The patient- and caregiver-centered experience of care domain -- Safety domain -- Efficiency and cost reduction domain -- The Hospital Readmission Reduction (HRR) program -- The Hospital-Acquired Conditions (HAC) program -- The healthcare-acquired infections domain -- The patient safety domain -- The End-Stage Renal Disease (ESRD) quality incentive program -- The Skilled Nursing Facility Value-Based Program (SNFVBP) -- The Home Health Value-Based Program (HHVBP) -- The Merit-Based Incentive Payment System (MIPS) -- Quality -- Advancing care information -- Improvement activities -- Cost -- Other value-based programs -- The Healthcare Effectiveness Data and Information Set (HEDIS) -- State measures -- Comparing dialysis facilities using Python -- Downloading the data -- Importing the data into your Jupyter Notebook session -- Exploring the data rows and columns -- Exploring the data geographically -- Displaying dialysis centers based on total performance -- Alternative analyses of dialysis centers -- Comparing hospitals -- Downloading the data -- Importing the data into your Jupyter Notebook session -- Exploring the tables -- Merging the HVBP tables -- Summary -- References -- Chapter 7: Making Predictive Models in Healthcare -- Introduction to predictive analytics in healthcare -- Our modeling task - predicting discharge statuses for ED patients -- Obtaining the dataset -- The NHAMCS dataset at a glance -- Downloading the NHAMCS data -- Downloading the ED2013 file -- Downloading the list of survey items - body_namcsopd.pdf…”

Tabla de Contenidos: “…Cover -- Copyright -- Credits -- About the Author -- Acknowledgment -- About the Reviewer -- www.PacktPub.com -- Customer Feedback -- Table of Contents -- Preface -- Chapter 1: What's New in PowerShell and Windows Server -- Introduction -- Exploring Remote Server Administration Tools (RSAT) -- How to do it... -- How it works... -- There's more... -- Discovering new cmdlets in PowerShell 4 and Windows Server 2012 R2 -- New cmdlets -- How to do it... -- How it works... -- There's more... -- Discovering new cmdlets in PowerShell 5/5.1 and Windows Server 2016 -- Getting ready -- PowerShellGet module -- PackageManagement module -- Microsoft.PowerShell.Archive module -- Microsoft.PowerShell.Utility module -- Other new modules -- Other new cmdlets -- How to do it... -- How it works... -- There's more... -- Exploring PowerShellGet -- How to do it... -- How it works... -- There's more... -- Exploring PackageManagement -- How to do it... -- How it works... -- There's more... -- Creating an internal PowerShell repository -- How to do it... -- How it works... -- There's more... -- Chapter 2: Implementing Nano Server -- Introduction -- Deploying a Nano Server in a VM -- Getting ready -- How to do it... -- How it works... -- There's more... -- Connecting to and managing a Nano Server -- Getting ready -- How to do it... -- How it works... -- There's more... -- Installing features with Nano Server packages -- Getting ready -- How to do it... -- How it works... -- There's more... -- Chapter 3: Managing Windows Updates -- Introduction -- Installing Windows Server Update Services -- Getting ready -- How to do it... -- How it works... -- There's more... -- Configuring WSUS update synchronization -- Getting ready -- How to do it... -- How it works... -- There's more... -- Configuring the Windows Update client -- Getting ready -- How to do it... -- How it works…”

Tabla de Contenidos: “…Chapter 6 Choosing a Narrator -- Defining Voices -- Focusing on first and third person -- Surprising with the second-person voice -- Finding the Right Point of View -- Getting personal with first person -- Becoming a traditional storyteller -- Riding a stream of consciousness -- Conniving with the unreliable narrator -- Using a journal format -- Writing letters -- Representing one character's view -- Switching perspectives -- Being the all-seeing, all-knowing narrator -- Observing from a distance -- Recording past history -- Deciding How Close to Be to the Character -- Handling Multiple Narrators -- Chapter 7 Describing Your World -- Recognizing the Power of Description -- Signaling importance -- Observing the details -- Being authentic -- Using All the Senses -- Employing the Tools of Description -- Comparing with similes and metaphors -- Exploring symbols -- Creating a Sense of Place -- Tantalizing with exotic places -- Imagining places of fantasy -- Creating Mood and Suspense -- Chapter 8 Plotting Your Way -- Exploring Classic Plots -- Seeing the classic plots in everyday life -- Managing main plots and sub-plots -- Plotting Consciously and Unconsciously -- Thinking stories through ahead of time -- Writing off the cuff -- Merging conscious and unconscious plotting -- Keeping focused -- Asking the Central Question and Including the Essential Elements -- Seeing character as plot -- Balancing plot and character -- Revealing motivation -- Handling connection and coincidence -- Delivering a punch -- Including conflict -- Concluding with the climax -- Resolving the question -- Hooking Your Reader -- Creating suspense -- Foreshadowing -- Springing surprises -- Chapter 9 Setting Up a Solid Structure -- Dividing Your Work into Chapters and Parts -- Creating chapters and scenes -- Using acts and scenes in plays and screenplays -- Making verses and stanzas…”

Tabla de Contenidos: “…-- The history of NLP -- NLP applications -- Touring popular NLP libraries and picking up NLP basics -- Installing famous NLP libraries -- Corpora -- Tokenization -- PoS tagging -- NER -- Stemming and lemmatization -- Semantics and topic modeling -- Getting the newsgroups data -- Exploring the newsgroups data -- Thinking about features for text data -- Counting the occurrence of each word token -- Text preprocessing…”

Tabla de Contenidos:

Tabla de Contenidos: “…-- Putting It All Together -- Chapter 13 Fixing CSS -- Adjusting CSS for Internet Explorer -- The underscore hack -- IE conditional CSS -- Fixing the Internet Explorer Box Model -- Resetting CSS -- A simple CSS reset -- YUI2: Reset CSS -- Eric Meyer's reset -- Fixing the Float -- Break tag clear all fix -- Overflow fix…”

Tabla de Contenidos: “…-- Benefits of transformers -- Conversation prompts and completions - under the covers -- Prompt and completion flow simplified -- LLMs landscape, progression, and expansion -- Exploring the landscape of transformer architectures -- AutoGen -- Summary -- References -- Part 2: Techniques for Tailoring LLMs -- Chapter 3: Fine-Tuning - Building Domain-Specific LLM Applications -- What is fine-tuning and why does it matter? …”

Tabla de Contenidos: “…-- What are the assumptions of a linear regression? -- Exploring different types of regression models -- What we can do when the assumptions break down -- How to do a linear regression -- What is logistic regression? …”

Tabla de Contenidos: “…Challenges Presented by Open SQL Statements -- Controlling the ABAP Unit Testing Framework -- Client Category -- Client Category Override -- Unit Testing Configuration -- Client Settings -- Application Server Settings -- Summary -- Quiz #2: ABAP Unit Testing Concepts -- Multiple Choice: Select the Best Answer -- True or False -- Chapter 6: Rudiments -- Introducing a Simple Unit Test -- Expanding Unit Test Coverage -- Implementing Unit Tests for Function Modules -- Implementing Unit Tests for Global Classes -- ABAP Statements and Features Affecting Automated Unit Testing -- Exploring the Effects of the MESSAGE Statement -- Exploring the Effects of ALV Reports -- Exploring the Effects of Classic List Processing Statements -- How Automated Unit Testing Enables Confident Refactoring -- Diagnosing the Absence of Sufficient Test Data -- Creating and Using Fabricated Test Data -- Gaining Control Over References to Modifiable Global Variables Within Subroutines -- Summary -- Chapter 7: Design for Testability -- Changing the Production Path to Enable Automated Testing -- Categorizing Input and Output -- Encapsulating Indirect Input and Output -- Interaction Points -- Encapsulating Indirect Input Processes to Accommodate Unit Testing -- Encapsulating Indirect Output Processes to Accommodate Unit Testing -- Summary -- Chapter 8: Test Doubles -- Depended-On Components -- The Purpose of Test Doubles -- Alternative 1 -- Alternative 2 -- Alternative 3 -- Using Test Doubles -- Test Double Using Base Class -- Test Double Using Interface -- Categories of Test Doubles -- Using Test Doubles for Indirect Input -- Using Test Doubles for Indirect Output -- Summary -- Chapter 9: Service Locator -- Purpose of a Service Locator -- Using a Service Locator -- Using a Service Factory -- Organizing Local Components -- Summary -- Chapter 10: Leveraging the Service Locator…”

Tabla de Contenidos: “…Isolating critical workloads -- Hardening the default pod security policy -- Limiting pod access -- Creating network policies with Calico -- Monitoring runtime with Falco -- Ensuring cluster security and compliance -- Executing Kubernetes conformance tests -- Scanning cluster security configuration -- Executing the CIS Kubernetes benchmark -- Enabling audit logging -- Bonus security tips -- Deploying the security configurations -- Destroying the cluster -- Summary -- Further reading -- Chapter 7: Managing Storage and Stateful Applications -- Technical requirements -- Installing the required tools -- Implementation principles -- Understanding the challenges with stateful applications -- Tuning Kubernetes storage -- Understanding storage primitives in Kubernetes -- Choosing a persistent storage solution -- Deploying stateful applications -- Installing OpenEBS -- Deploying a stateful application on OpenEBS volumes -- Summary -- Further reading -- Chapter 8: Deploying Seamless and Reliable Applications -- Technical requirements -- Understanding the challenges with container images -- Exploring the components of container images -- Choosing the right container base image -- Reducing container image size -- Scanning container images for vulnerabilities -- Testing the download speed of a container image -- Applying container base images best practices -- Learning application deployment strategies -- Choosing the deployment model -- Monitoring deployments -- Using readiness and liveness container probes -- Scaling applications and achieving higher availability -- Summary -- Further reading -- Chapter 9: Monitoring, Logging, and Observability -- Technical requirements -- Understanding the challenges with Kubernetes observability -- Exploring the Kubernetes metrics -- Learning site reliability best practices -- Monitoring, metrics, and visualization…”

Tabla de Contenidos: “…. -- How it works... -- Exploring a curated image location dataset -- Getting ready -- How to do it... -- How it works... -- Training a classification model with a standalone vision dataset -- Getting ready…”

Tabla de Contenidos: “…-- Understanding SQL Server security -- Validating security settings -- Summary -- Part 3: Optimizing Your Queries to Improve Performance -- Chapter 9 - Understanding Query Plans -- Technical requirements -- Understanding query optimization techniques -- Understanding the Query Optimizer -- Understanding and exploring the Query Execution Plan -- Comparing execution plans -- Analyzing the query plan -- Summary -- Chapter 10 - Understanding the Impact of Indexes on Query Design -- Technical requirements -- Understanding index and index types -- Using CREATE to create an index -- The DROP index -- Using RENAME to rename an index -- Modifying indexes -- The ALTER index -- Exploring the types of indexes -- Clustered indexes -- The NONCLUSTERED index -- The UNIQUE index -- The filtered index -- The covering index -- The impact of indexes on query design…”

Tabla de Contenidos: “…-- Exploring DNS -- How DNS works -- Considerations for DNS design -- DHCP -- How does DHCP work? …”

Tabla de Contenidos: “…in SageMaker Studio -- Demystifying SageMaker Studio notebooks, instances, and kernels -- Using the SageMaker Python SDK -- Summary -- Part 2 - End-to-End Machine Learning Life Cycle with SageMaker Studio -- Chapter 3: Data Preparation with SageMaker Data Wrangler -- Technical requirements -- Getting started with SageMaker Data Wrangler for customer churn prediction -- Preparing the use case -- Launching SageMaker Data Wrangler -- Importing data from sources -- Importing from S3 -- Importing from Athena -- Editing the data type -- Joining tables -- Exploring data with visualization -- Understanding the frequency distribution with a histogram -- Scatter plots -- Previewing ML model performance with Quick Model -- Revealing target leakage -- Creating custom visualizations -- Applying transformation -- Exploring performance while wrangling -- Exporting data for ML training -- Summary -- Chapter 4: Building a Feature Repository with SageMaker Feature Store -- Technical requirements -- Understanding the concept of a feature store…”

Tabla de Contenidos: “…Chapter 10: Deploying Istio Service Mesh for Non-Kubernetes Workloads -- Technical requirements -- Examining hybrid architecture -- Setting up a Service Mesh for hybrid architecture -- Overview of the setup -- Setting up a demo app on a VM -- Setting up Istio in the cluster -- Configuring the Kubernetes cluster -- Setting up Istio on a VM -- Integrating the VM workload with the mesh -- Summary -- Chapter 11: Troubleshooting and Operating Istio -- Understanding interactions between Istio components -- Exploring Istiod ports -- Exploring Envoy ports -- Inspecting and analyzing the Istio configuration -- Troubleshooting errors using access logs -- Troubleshooting errors using debug logs -- Changing debug logs for the Istio data plane -- Changing log levels for the Istio control plane -- Debugging the Istio agent -- Understanding Istio's best practices -- Examining attack vectors for the control plane -- Examining attack vectors for the data plane -- Securing the Service Mesh -- Automating best practices using OPA Gatekeeper -- Summary -- Chapter 12: Summarizing What We Have Learned and the Next Steps -- Technical requirements -- Enforcing workload deployment best practices using OPA Gatekeeper -- Applying our learnings to a sample application -- Enabling Service Mesh for the sample application -- Configuring Istio to manage application traffic -- Configuring Istio to manage application resiliency -- Configuring Istio to manage application security -- Certification and learning resources for Istio -- Understanding eBPF -- Summary -- Appendix - Other Service Mesh Technologies -- Consul Connect -- Deploying an example application -- Zero-trust networking -- Traffic management and routing -- Gloo Mesh -- Kuma -- Deploying envoydemo and curl in Kuma mesh -- Traffic management and routing -- Linkerd -- Deploying envoydemo and curl in Linkerd…”

Tabla de Contenidos: “…-- Linux server multi-factor authentication (MFA) -- Server patching -- Enabling TLS/SSL -- Installing an SSL certificate -- Configuring SSL/TLS client connections -- SSL certificate validation -- Alternatives to Let's Encrypt SSL certificates -- Investigating firewalls -- Linux server firewalls -- Uncomplicated Firewall -- fail2ban -- Learning about exfiltration -- Exploring server immutability -- CI/CD with GitLab -- An introduction to containerization -- Summary -- Chapter 5: Endpoint Protection -- Technical requirements -- Malware -- What are rootkits? …”

Tabla de Contenidos: “…-- Creating the interface to the arm -- Introducing Q-learning for grasping objects -- Writing the code -- Introducing GAs -- Understanding how the GA process works -- Building a GA process -- Alternative robot arm ML approaches -- Google's SAC-X -- Amazon Robotics Challenge -- Summary -- Questions -- Further reading -- Chapter 6: Teaching a Robot to Listen -- Technical requirements -- Exploring robot speech recognition with NLP -- Briefly introducing the NLP concept -- Setting our goals -- Understanding the STT process -- Clarifying the intent -- Programming our robot -- Setting up the hardware -- Setting up the Mycroft software -- Adding skills -- Summary -- Questions -- Further reading -- Part 3: Advanced Concepts - Navigation, Manipulation, Emotions, and More -- Chapter 7: Teaching the Robot to Navigate and Avoid Stairs -- Technical requirements -- Task analysis -- Understanding the SLAM methodology -- Exploring alternative navigation techniques -- Introducing the Floor Finder technique -- Implementing neural networks -- Processing the image -- Training the neural network for navigation -- CNN robot control implementation -- Summary -- Questions -- Further reading -- Chapter 8: Putting Things Away -- Technical requirements -- Task analysis -- Introducing decision trees -- What do we mean by pruning? …”

Tabla de Contenidos: “…Styling our header component -- Styling the chat container -- Styling for the chat list -- Styling our chat popup creation component -- Styling for specific chats -- Summary -- Chapter 15: Advanced Svelte Techniques -- Technical requirements -- Configuring formatting and linting -- ESLint config file -- Prettier file -- Exploring a11y -- The importance of accessibility -- Accessibility rules and best practices in Svelte -- Fixing accessibility issues in our project -- Setting up i18n -- Introducing testing -- Configuring the Vite file -- Exploring our setup file -- Writing a test for our component -- Further reading -- Summary -- Index…”

Tabla de Contenidos: “…Veenker -- Toward an ethic of liberation for Bible translation : a work in progress / Steven Voth -- Demons in Mesopotamia and Israel : exploring the category of non-divine but supernatural entities / John H. …”
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