Tabla de Contenidos: “…6.2 Lenka: the difficult route from private to publicsphere -- 6.2.1 Interview setting and biographical presentation -- 6.2.2 Lenka's migration and social pathways -- 6.2.3 Summary -- 6.3 Martin: moving places and passing classes -- 6.3.1 Interview setting and biographical presentation -- 6.3.2 Martin's migration and social pathways -- 6.3.3 Summary -- 6.4 Barbora: a story of reorientation -- 6.4.1 Interview setting and biographical presentation -- 6.4.2 Barbora's migration and social pathways -- 6.4.3 Summary -- 6.5 Arnošt: living in "exile" -- 6.5.1 Interview setting and biographical presentation -- 6.5.2 Arnošt's migration and social pathways -- 6.5.3 Summary -- 7 Cross-case comparisons and findings -- 7.1 Biographical reflections on borders and bordercrossings -- 7.1.1 Borders and border regions in biographical renderings -- 7.1.2 Becoming an "Eastern European" after migration -- 7.2 Migration as an enlargement of possibility spaces -- 7.2.1 Experiences of inequality in the region of origin -- 7.2.2 Discovering new possibility spaces through initial border crossings -- 7.2.3 Moving back and forth in transnational spaces -- 7.2.4 Doing "transnational work" -- 7.3 Linking spatial and social mobility -- 7.3.1 Biographies at the intersection of migration and gender regimes -- 7.3.2 Negotiating one's own possibilities, skills and knowledge across borders -- 7.3.3 The question of translatability and recognition of social positions across the border -- 8 Conclusion -- Bibliography and references -- Index…”

Tabla de Contenidos: “…Understanding the AWS messaging services -- Getting started with Amazon Simple Notification Service -- Sending text messages using SNS -- Using Amazon SNS as triggers -- Monitoring Amazon SNS using Amazon CloudWatch metrics -- Introducing Amazon Simple Queue Service -- Creating your first queue -- Creating a FIFO queue using the AWS CLI -- Integrating Amazon SNS and Amazon SQS -- Planning your next steps -- Summary -- Chapter 9: Powering Analytics Using Amazon EMR and Amazon Redshift -- Understanding the AWS analytics suite of services -- Introducing Amazon EMR -- Concepts and terminologies -- Getting started with Amazon EMR -- Connecting to your EMR cluster -- Running a job on the cluster -- Monitoring EMR clusters -- Introducing Amazon Redshift -- Getting started with Amazon Redshift -- Connecting to your Redshift cluster -- Working with Redshift databases and tables -- Planning your next steps -- Summary -- Chapter 10: Orchestrating Data using AWS Data Pipeline -- Introducing AWS Data Pipeline -- Getting started with AWS Data Pipeline -- Working with data pipeline definition Files -- Executing remote commands using AWS Data Pipeline -- Backing up data using AWS Data Pipeline -- Planning your next steps -- Summary -- Chapter 11: Connecting the World with AWS IoT and AWS Greengrass -- IoT - what is it? …”

Tabla de Contenidos: “…Getting hands-on with AWS Glue ETL components -- Querying S3 data using Athena -- Processing real-time data using Kinesis data streams -- Storing and transforming real-time data using Kinesis Data Firehose -- Different ways of ingesting data from on-premises into AWS -- AWS Storage Gateway -- Snowball, Snowball Edge, and Snowmobile -- AWS DataSync -- Processing stored data on AWS -- AWS EMR -- AWS Batch -- Summary -- Questions -- Answers -- Section 3: Data Modeling -- Chapter 7: Applying Machine Learning Algorithms -- Introducing this chapter -- Storing the training data -- A word about ensemble models -- Supervised learning -- Working with regression models -- Working with classification models -- Forecasting models -- Object2Vec -- Unsupervised learning -- Clustering -- Anomaly detection -- Dimensionality reduction -- IP Insights -- Textual analysis -- Blazing Text algorithm -- Sequence-to-sequence algorithm -- Neural Topic Model (NTM) algorithm -- Image processing -- Image classification algorithm -- Semantic segmentation algorithm -- Object detection algorithm -- Summary -- Questions -- Chapter 8: Evaluating and Optimizing Models -- Introducing model evaluation -- Evaluating classification models -- Extracting metrics from a confusion matrix -- Summarizing precision and recall -- Evaluating regression models -- Exploring other regression metrics -- Model optimization -- Grid search -- Summary -- Questions -- Chapter 9: Amazon SageMaker Modeling -- Technical requirements -- Creating notebooks in Amazon SageMaker -- What is Amazon SageMaker? …”

Tabla de Contenidos: “…Incremental Prediction: MC, TD, TD(λ) -- Incremental Control -- Semi-gradient N-step SARSA Control -- Semi-gradient SARSA(λ) Control -- Convergence in Functional Approximation -- Gradient Temporal Difference Learning -- Batch Methods (DQN) -- Linear Least Squares Method -- Deep Learning Libraries -- Summary -- Chapter 6: Deep Q-Learning -- Deep Q Networks -- Atari Game-Playing Agent Using DQN -- Prioritized Replay -- Double Q-Learning -- Dueling DQN -- NoisyNets DQN -- Categorical 51-Atom DQN (C51) -- Quantile Regression DQN -- Hindsight Experience Replay -- Summary -- Chapter 7: Policy Gradient Algorithms -- Introduction -- Pros and Cons of Policy-Based Methods -- Policy Representation -- Discrete Case -- Continuous Case -- Policy Gradient Derivation -- Objective Function -- Derivative Update Rule -- Intuition Behind the Update Rule -- REINFORCE Algorithm -- Variance Reduction with Reward to Go -- Further Variance Reduction with Baselines -- Actor-Critic Methods -- Defining Advantage -- Advantage Actor Critic -- Implementation of the A2C Algorithm -- Asynchronous Advantage Actor Critic -- Trust Region Policy Optimization Algorithm -- Proximal Policy Optimization Algorithm -- Summary -- Chapter 8: Combining Policy Gradient and Q-Learning -- Trade-Offs in Policy Gradient and Q-Learning -- General Framework to Combine Policy Gradient with Q-Learning -- Deep Deterministic Policy Gradient -- Q-Learning in DDPG (Critic) -- Policy Learning in DDPG (Actor) -- Pseudocode and Implementation -- Gym Environments Used in Code -- Code Listing -- Policy Network Actor (PyTorch) -- Policy Network Actor (TensorFlow) -- Q-Network Critic Implementation -- PyTorch -- TensorFlow -- Combined Model-Actor Critic Implementation -- Experience Replay -- Q-Loss Implementation -- PyTorch -- TensorFlow -- Policy Loss Implementation -- One Step Update Implementation…”

Tabla de Contenidos: “…Choice of load factor -- Summary -- Chapter 9: Advanced General Purpose Data Structures -- Priority queue ADT -- Heap -- Insertion -- Removal of minimum elements -- Analysis of complexity -- Serialized representation -- Array-backed heap -- Linked heap -- Insertion -- Removal of the minimal elements -- Complexity of operations in ArrayHeap and LinkedHeap -- Binomial forest -- Why call it a binomial tree? …”

Tabla de Contenidos: “…Archives -- Manuscripts -- Print Material -- NATIONAL RECORDS OF SCOTLAND -- ScotlandsPeople -- ScotlandsPlaces -- Scottish Archive Network -- NOF-DIGITISE: NEW OPPORTUNITIES FUND DIGITISATION FOR LEARNING MATERIALS PROJECTS -- NON-FORMULA FUNDING OF SPECIALISED RESEARCH COLLECTIONS IN THE HUMANITIES -- PUBLIC RECORD OFFICE OF NORTHERN IRELAND -- RESEARCH SUPPORT LIBRARIES PROGRAMME -- THE NATIONAL ARCHIVES -- WELLCOME LIBRARY -- Research Resources in Medical History -- Appendix 2 -- Appendix 3 -- MAPPING OF DIGITISATION OUTPUTS TO SELECTION CRITERIA -- INDEX -- A -- B -- C -- D -- E -- F -- G -- H -- I -- J -- K -- L -- M -- N -- O -- P -- Q -- R -- S -- T -- U -- V -- W -- Back Cover…”

Tabla de Contenidos: “…Front Cover -- Developments in Surface Contamination and Cleaning -- Copyright Page -- Contents -- List of Contributors -- About the Editors -- Preface -- 1 Nonaqueous Cleaning Challenges for Preventing Damage to Fragile Nanostructures -- 1 Introduction -- 2 Water-Caused Problems in Device Fabrication -- 2.1 High Resistivity of Water -- 2.2 High Reactivity of Water with Silicon -- 2.3 High Permittivity of Water -- 2.4 Dissolution and Corrosion of Metals in Water -- 2.5 High Surface Tension of Water -- 3 HF Vapor Processing -- 4 Cryogenic Aerosol Nitrogen Cleaning -- 5 Supercritical Fluid Cleaning -- 5.1 Wafer Drying with SCCO2 -- 5.2 Wafer Cleaning with SCCO2 -- 6 Pinpoint Cleaning -- 6.1 Laser Cleaning -- 6.2 Atomic Force Microscopy Nanoprobe Sweeping -- 6.3 Nanotweezers Pickup -- 7 Summary -- References -- 2 Gas-Phase Cleaning for Removal of Surface Contaminants -- 1 Introduction -- 2 Surface Contamination and Cleanliness Levels -- 3 General Principles of Gas-Phase Cleaning -- 4 Process Variables in Gas-Phase Cleaning -- 4.1 Types of Gases -- 4.2 Cleaning Process Parameters -- 4.3 Gas Sources and Their Availability -- 4.4 Types of Contaminants -- 4.5 Types of Substrates -- 5 Cleaning Systems -- 6 Cost Benefits -- 7 Advantages and Disadvantages of Gas-Phase Cleaning -- 7.1 Advantages -- 7.2 Disadvantages -- 8 Applications -- 8.1 Precision Cleaning and Etching -- 8.1.1 Deposition Tool Chamber Cleaning -- 8.1.2 Dry Etching and Micromachining -- 8.1.3 Alternative Gas Chemistries -- 8.2 Sterilization -- 8.3 Microbial Decontamination -- 8.3.1 Removal of Biofilms -- 8.3.2 Decontamination of Biological Safety Cabinets -- 8.3.3 Alternative Decontamination Agents -- 8.3.4 Spacecraft Decontamination -- 8.4 Nuclear Materials Decontamination -- 8.4.1 Radioactively Contaminated Materials -- 8.4.2 Gaseous Diffusion Technology Residues…”

Tabla de Contenidos: “…-- Available transducer implementations for JavaScript -- The transducers-js API -- Using transducers -- Using transducers with RxJS -- Testing transducers -- A performance comparison for JavaScript code using transducers -- Summary -- Chapter 10: A Real-Time Server -- The web chat server -- Creating the project -- The architecture of the server -- Implementing the server -- DataSource -- Service to send messages -- Test implementation -- Service implementation -- Service to listen to new messages -- Test implementation -- Service implementation -- Service to block messages from a given user -- Test implementation -- Service implementation -- Service to send a command -- Test implementation -- Service implementation -- Handling WebSocket connections -- Scaling the server -- Connecting to Redis -- Using Redis as the DataSource for messages -- Summary -- Chapter 11: A Real-Time Client -- Installing dependencies -- The structure of our client -- Building the application for the first time -- Connecting to the server application -- Using RxJS to manage user input -- Connecting user interactions and server communication -- Improving interaction with RxJS -- Batching changes to the DOM -- Testing the application -- Summary -- Index…”

Tabla de Contenidos: “…The Bottom Line -- Chapter 13: Compliance Settings: -- Overview of Compliance Settings -- Configuring Compliance Settings Client Settings -- Creating Configuration Items -- Building a Configuration Baseline -- Compliance Settings Reporting -- Configuring Windows Information Protection -- Importing Configuration Packs -- User Data and Profiles -- Remote Connection Profiles -- Compliance Policies -- Conditional Access -- Company Resource Access -- Terms and Conditions -- Windows 10 Edition Upgrade -- The Bottom Line -- Chapter 14: Endpoint Protection: -- Benefits of Endpoint Protection -- Endpoint Protection Point Site System Role -- Endpoint Protection Client Agent -- Endpoint Protection Policies -- Definition Files -- Alerts -- Reporting -- The Bottom Line -- Chapter 15: Role-Based Administration: -- Overview of Role-Based Administration -- Security Roles -- Security Scopes -- Collections -- Administrative Users -- RBA Viewer -- The Bottom Line -- Chapter 16: Disaster Recovery: -- Planning for Disaster Recovery -- Backing Up Configuration Manager -- Restoring Configuration Manager -- Recovering Configuration Manager -- Unattended Recovery of a Site -- Other Site Maintenance Options -- The Bottom Line -- Chapter 17: Troubleshooting: -- Creating the Maintenance Plan -- Using Troubleshooting Tools -- Troubleshooting a Configuration Manager Site Installation -- Troubleshooting a Client Installation -- Troubleshooting Inventory -- Troubleshooting Mobile Devices -- The Bottom Line -- Chapter 18: Enterprise Mobility and Configuration Manager: -- Mobile Devices in Configuration Manager -- Lite Management -- Depth Management via Microsoft Intune -- On-Premises MDM -- Terms and Conditions -- Corporate-Owned iOS Devices -- Corporate-Owned Windows Devices -- Enrolling Devices -- Troubleshooting -- The Bottom Line -- Appendix:…”

Tabla de Contenidos: “…14.3 Representation and interaction in Cyber-Physical Society -- 14.4 Principles -- 14.5 Personality -- 15 Limitations and challenges -- 15.1 Limitations of automatic summarization -- 15.2 Active documents -- 15.3 Challenges -- 16 Creative summarization -- 16.1 Unconventional mapping -- 16.2 Information modeling -- 16.2.1 Main functions -- 16.2.2 Generation of interest space -- 16.2.3 Interest-led reading model -- 16.2.4 Three-tier reading assumption -- 16.2.5 Solutions -- 16.3 Cognition modeling system -- 16.3.1 Main functions -- 16.3.2 Cognitive reading model -- 16.4 Knowledge space modeling system -- 16.5 Human-machine-nature symbiosis -- 16.6 Extend to brain -- 16.7 Incorporating learning theories and techniques -- 16.8 The emotion dimension -- 17 Conclusion -- Appendix A: Human-machine-nature symbiosis -- A.1 Symbiosis -- A.2 Turing computing paradigm -- A.3 Man-computer symbiosis -- A.4 Human-Machine-Nature Symbiosis -- A.5 Summary -- References -- References -- Back Cover…”

Tabla de Contenidos: “…Chapter 20: Stepping through a Dataset with Cursors -- Declaring a Cursor -- Opening a Cursor -- Fetching Data from a Single Row -- Closing a Cursor -- Chapter 21: Adding Procedural Capabilities with Persistent Stored Modules -- Compound Statements -- Flow of Control Statements -- Stored Procedures -- Stored Functions -- Privileges -- Stored Modules -- Chapter 22: Handling Errors -- SQLSTATE -- WHENEVER Clause -- Diagnostics Areas -- Handling Exceptions -- Chapter 23: Triggers -- Examining Some Applications of Triggers -- Creating a Trigger -- Firing a Succession of Triggers -- Referencing Old Values and New Values -- Firing Multiple Triggers on a Single Table -- Part 7: The Parts of Tens -- Chapter 24: Ten Common Mistakes -- Assuming That Your Clients Know What They Need -- Ignoring Project Scope -- Considering Only Technical Factors -- Not Asking for Client Feedback -- Always Using Your Favorite Development Environment -- Using Your Favorite System Architecture Exclusively -- Designing Database Tables in Isolation -- Neglecting Design Reviews -- Skipping Beta Testing -- Not Documenting Your Process -- Chapter 25: Ten Retrieval Tips -- Verify the Database Structure -- Try Queries on a Test Database -- Double-Check Queries That Include Joins -- Triple-Check Queries with Subselects -- Summarize Data with GROUP BY -- Watch GROUP BY Clause Restrictions -- Use Parentheses with AND, OR, and NOT -- Control Retrieval Privileges -- Back Up Your Databases Regularly -- Handle Error Conditions Gracefully -- Appendix: ISO/IEC SQL: 2016 Reserved Words -- Index -- About the Author -- Connect with Dummies -- End User License Agreement…”

Tabla de Contenidos: “…-- Maybe Delay or Defer -- What Do I Do If One of My Directs Pushes Back or Refuses Feedback? -- The Capstone: Systemic Feedback -- When Do We Use It? …”

Tabla de Contenidos: “…-- OpenFL -- HaxeFlixel -- Installation -- Installing Haxe -- OpenFL -- Setting up an IDE -- Installing HaxeFlixel -- Setting up target platforms -- Flash -- Android -- iOS -- Desktop -- Hello World -- Creating a project -- Running the project -- Copying assets -- Making changes -- Summary -- Chapter 2: Building a New Game -- The Haxe syntax -- Data types and structures -- Operators -- Access modifiers -- Variables -- Functions -- The for loops -- Classes -- Setting up a new HaxeFlixel project -- Creating the new project -- The anatomy of our project -- Changing settings -- Adding assets -- Adding a background and basic UI -- Making enemies -- Creating the enemy class -- Adding variables -- Setting up the display -- Creating the spawn timer -- Instantiating enemies and adding interaction -- Adding new imports -- Adding variables -- Creating instances and adding mouse events -- Creating the end screen -- Creating the end screen class -- Adding variables -- Adding the background and score text -- Restarting the level -- Implementing the game timer -- Importing the end screen -- Adding variables -- Creating the level timer -- Creating the timer callback function -- Summary -- Chapter 3: Dealing with Menus and Screen Flow -- Adding new assets -- Changing the default state -- Building the splash screen -- Adding imports -- Creating variables -- Adding sprites -- Adding instructions -- Starting the animation sequence -- Creating the next stage of the sequence -- Finishing the sequence -- Navigating back to the game -- Updating the level end screen -- Adding imports -- Adding variables -- Housekeeping -- Adding the group and setting up the window -- Adding scores…”

Tabla de Contenidos: “…When and Where Possible, Go Back to Fundamentals (*) -- Case One -- Case Two -- Case Three -- 2. …”

Tabla de Contenidos: “…Best practices with the Graph API -- Pagination -- Batching -- Throttling -- Summary -- Chapter 4: Microsoft Teams PowerShell -- Microsoft Teams PowerShell Module -- Installing Microsoft TPM -- Updating Microsoft TPM -- Connecting to Microsoft TPM -- CLI for Microsoft 365 -- Installing CLI for Microsoft 365 -- Connecting to CLI for Microsoft 365 -- Adding a new Microsoft team with CLI for Microsoft 365 -- Summary -- Chapter 5: Microsoft Teams Customization Using the SharePoint Framework (SPFx) -- SharePoint development history -- Setting up an SPFx development environment -- Developing your first Teams tab or app using the SPFx -- What is the difference between a Teams app and a Teams tab? …”

Tabla de Contenidos: “…-- Part One: Examine Your Leadership Journey -- Chapter 1: Life Story -- Learning From Your Life Story -- Authenticity and Effectiveness -- Your Journey to Authentic Leadership -- Building on Your Story -- Key Takeaways -- Suggested Reading -- Chapter 2: Losing Your Way -- On the Hero'S Journey -- Five Hazards of Leadership Development -- Being an Imposter -- Rationalizing -- Glory Seeking -- Playing the Loner -- Being a Shooting Star -- Getting Back on Track Is a Source of Strength -- Key Takeaways -- Suggested Reading -- Chapter 3: Crucibles -- Crucibles -- Potential Crucibles -- The Story of Your Crucible -- Learning From Your Crucible -- Key Takeaways -- Suggested Reading -- Part Two: Discover Your Authentic Leadership -- Chapter 4: Develop Your Self-Awareness -- Self-Awareness Can Be Developed -- I. …”

Tabla de Contenidos: “…-- As Andy Greenawalt Says, "You Are Misusing Your Humans -- Do Not Let Sacred Geese Live -- Market Your Market -- Purpose Can Drive Change, Too -- Shift to a Digital Community -- Price Is Only a Concern in the Absence of Value -- Overcoming the Challenges of the Digital Branch Starts with You -- Welcome to Digital Community Banking -- Move over Millennials -- Make Way for iGen -- Beware the Culture Danger -- Understand Your Technology -- Your Foundation Could Be a Bit Shaky -- And So, the Story Goes, "Free Your Data -- A Reliance on Professional Services Means You Get to Focus While Your End Users Get Best-of-Breed Offerings -- It's Not about Having Access to "Data," It's about Focused Direction -- Partner, Don't Incubate -- Skip the Writhing, Pleading, Grasping at Straws Thing -- Be Interested, Not Desperate -- Some Thoughts about Working with Fintech Startups -- Get More Efficient and More Proficient with Partners -- Scale Delivers Results -- For about Fifty Years, the Most Convenient Bank in the United States Was the US Postal Savings System -- Brand Power -- The Average Consumer Cares Very Little about Your Customer Service -- Which Takes Us Back to the Scale of Brands…”

Tabla de Contenidos: “…The meaning of nanotechnology: the shift from a revolutionary to a quite normal technology -- 5.4.1. Looking back: the development of nanotechnology's meaning -- 5.4.2. …”

Tabla de Contenidos: “…-- Working with time series -- Adding labels to data points -- Aggregation framework -- Compaction rules for Time Series -- Summary -- Chapter 8: Understanding Probabilistic Data Structures -- Technical requirements -- HyperLogLog -- Bloom filter -- Cuckoo filters -- Count-Min sketch -- Top-K -- t-digest -- Summary -- Part 3: From Development to Production -- Chapter 9: The Programmability of Redis Stack -- Technical requirements -- The single-threaded architecture -- Programming complex business logic with Redis Stack -- Lua scripting -- Redis functions -- Triggers and functions -- Anatomy of a function -- Working with data -- Batch processing -- Asynchronous functions -- Cluster awareness -- Keyspace triggers -- Stream triggers -- Comparing Lua scripts, Lua functions, and JavaScript functions -- Summary -- Chapter 10: RedisInsight - the Data Management GUI -- Technical requirements -- Connecting to the Redis Stack database -- Browsing keys -- Interacting with data -- Analyzing data -- Troubleshooting PubSub channels -- Summary -- Chapter 11: Using Redis Stack as a Primary Database -- Technical requirements -- What is a primary database? …”

Tabla de Contenidos: “…Intro -- Title Page -- Copyright and Credits -- Foreword -- Contributors -- Table of Contents -- Preface -- Part 1: Introduction -- Chapter 1: Introducing Conformal Prediction -- Technical requirements -- Introduction to conformal prediction -- Understanding conformity measures -- The origins of conformal prediction -- The future of conformal prediction -- How conformal prediction differs from traditional machine learning -- The p-value and its role in conformal prediction -- Summary -- Chapter 2: Overview of Conformal Prediction -- Understanding uncertainty quantification -- Aleatoric uncertainty -- Epistemic uncertainty -- Different ways to quantify uncertainty -- Quantifying uncertainty using conformal prediction -- Summary -- Part 2: Conformal Prediction Framework -- Chapter 3: Fundamentals of Conformal Prediction -- Fundamentals of conformal prediction -- Definition and principles -- Basic components of a conformal predictor -- Types of nonconformity measures -- Summary -- Chapter 4: Validity and Efficiency of Conformal Prediction -- The validity of probabilistic predictors -- Classifier calibration -- The efficiency of probabilistic predictors -- Summary -- Chapter 5: Types of Conformal Predictors -- Understanding classical predictors -- Applying TCP for classification problems -- Applying TCP for regression problems -- Advantages -- Understanding inductive conformal predictors -- Choosing the right conformal predictor -- Transductive conformal predictors -- Inductive conformal predictors -- Summary -- Part 3: Applications of Conformal Prediction -- Chapter 6: Conformal Prediction for Classification -- Classifier calibration -- Understanding the concepts of classifier calibration -- Evaluating calibration performance -- Various approaches to classifier calibration -- Histogram binning -- Platt scaling -- Isotonic regression…”