Tabla de Contenidos: “…7.8.2 The Triangle of Trauma Roles -- 7.8.3 Transformative Roles of Post-traumatic Growth -- 7.9 Relational Trauma Repair Model -- 7.9.1 Level 1: Sociometrics -- 7.9.2 Level 2: Reconstructive Role Plays -- 7.10 Conclusion -- References -- 8 Interpersonal Neurobiology, Social Work, Sociometry, and Psychodrama -- 8.1 Trauma and Neuroscience -- 8.1.1 Brain Structure and Brain Systems -- 8.1.2 Attachment and Brain Development -- 8.1.3 Polyvagal Theory and Danger Responses -- 8.1.4 Stress Regulation and the HPA Axis -- 8.1.5 Experience and Memory -- 8.1.6 Dissociation, Fragmentation, and Integration -- 8.2 Social Work and Neuroscience -- 8.2.1 Foundation of Relationships -- 8.3 Group Psychotherapy and Neuroscience -- 8.3.1 Group Holding Environment -- 8.3.2 Early Childhood Experiences -- 8.3.3 Neural Integration Through Group Psychotherapy -- 8.4 Sociometry, Psychodrama, and Neuroscience -- 8.4.1 Action -- 8.4.2 Healing Trauma with Psychodrama -- 8.4.3 Integration as the Key to Wellness -- 8.4.4 Mirror Neurons-The Double, The Mirror, and Audience Catharsis -- 8.4.5 Role-Playing and Role Reversal -- 8.4.6 Neurospirituality of Spontaneity -- 8.5 Sociometry and Interpersonal Neurobiology -- 8.6 Conclusion -- References -- 9 Strengths-Based and Mutual Aid Approaches in Social Work and Psychodrama -- 9.1 Strengths-Based Social Work Practice -- 9.1.1 Positive Psychology and Strengths-Based Social Work -- 9.2 Strengths-Based Approach with Trauma -- 9.2.1 Resilience -- 9.2.2 Post-Traumatic Growth -- 9.3 Mutual Aid as a Strengths-Based Group-As-A-Whole Approach -- 9.3.1 Mutual Aid in Social Work -- 9.3.2 Group-As-A-Whole -- 9.3.3 Moreno's Sociometry as a Group-As-A-Whole Mutual Aid Process -- 9.4 Strengths-Based Psychodrama -- 9.4.1 Morenean Philosophy as Strengths-Based Humanistic Approach -- 9.4.2 Positive Psychology and Positive Psychodrama…”

Tabla de Contenidos: “…Chapter 17 A Mathematical Representation for Deteriorating Goods with a Trapezoidal-Type Demand, Shortages and Time Dependent Holding Cost -- 17.1 Introduction -- 17.2 Assumptions and Notations -- 17.2.1 Assumptions -- 17.2.2 Notation -- 17.2.3 Decision Variables -- 17.3 Formulation and Solution -- 17.3.1 Case 1 i) 0 &lt -- í &lt -- t1 &lt -- t2 &lt -- t3 &lt -- T -- 17.3.2 Case 2 ii) 0 &lt -- ta &lt -- í &lt -- tb &lt -- tc &lt -- T -- 17.3.3 Case 3 iii) 0 &lt -- ta &lt -- tb &lt -- í &lt -- tc &lt -- T -- 17.4 Numerical Example -- 17.5 Discussion -- 17.6 Inference -- References -- Chapter 18 An Amended Moth Flame Optimization Algorithm Based on Fibonacci Search Approach for Solving Engineering Design Problems -- 18.1 Introduction -- 18.2 Classical MFO Algorithm -- 18.3 Proposed Method -- 18.4 Results and Discussions on IEEE CEC 2019 Benchmark Problems -- 18.5 Real-Life Applications -- 18.5.1 Optimal Gas Production Capacity Problem -- 18.5.2 Three-Bar Truss Design (TSD) Problem -- 18.6 Conclusion with Future Studies -- References -- Chapter 19 Image Segmentation of Neuronal Cell with Ensemble Unet Architecture -- 19.1 Introduction -- 19.2 Methods -- 19.3 Dataset -- 19.4 Implementation Details -- 19.5 Evaluation Metrics -- 19.6 Result -- 19.7 Conclusion -- References -- Chapter 20 Automorphisms of Some Non-Abelian p-Groups of Order p4 -- 20.1 Introduction -- 20.2 Categorization of p-Groups with Order p4 -- 20.3 Number of Automorphisms of Some Non-Abelian Groups of Order p4 -- 20.3.1 Computation of Automorphisms of Group G9 -- 20.3.2 Computation of Automorphisms of Group G10 -- 20.3.3 Computation of Automorphisms of G11 -- References -- Chapter 21 Viscoelastic Equation of p-Laplacian Hyperbolic Type with Logarithmic Source Term -- 21.1 Introduction -- 21.2 Preliminaries -- 21.3 Global Existence Result…”

Tabla de Contenidos: “…9.1.2 An Example Business System -- 9.3 Dialplan Applications -- 9.3.1 VoiceMail -- 9.3.2 VoiceMailMain -- 9.4 voicemail.conf -- 9.4.1 [general] -- 9.4.2 [zonemessages] -- 9.4.3 Defined Contents -- 9.4.4 Mailboxes -- 9.5 Dial-by-Name -- 9.6 Saving Passwords in voicemail.conf -- Chapter 10 Interactive Voice Response -- 10.1 A Simple IVR -- 10.1.1 Timeouts -- 10.1.2 Invalid Input (the i Extension) -- 10.1.3 Pauses -- 10.2 Multilevel IVR Systems -- 10.3 Text-to-Speech -- 10.3.1 Installing Cepstral TTS -- Chapter 11 The Asterisk Database -- 11.1 The Asterisk Database -- 11.1.1 Writing Values to the Database -- 11.1.2 Reading Values from the Database -- 11.1.3 Deleting Values from the Database -- 11.2 Database Access from the Command-Line Interface -- 11.2.1 Writing Values to the Database -- 11.2.2 Reading Values from the Database -- 11.2.3 Deleting Values from the Database -- 11.2.4 Displaying Database Contents -- 11.3 Database Access from the System Shell -- 11.4 Database Backup -- 11.5 Application Example: Call Forwarding -- 11.5.1 Simple Call Forwarding -- 11.5.2 Complex Call Forwarding -- 11.6 Application Example: Calling Card -- Chapter 12 Queues -- 12.1 Extension for Testing Hold Music -- 12.2 musiconhold.conf -- 12.3 queues.conf -- 12.3.1 Announcement Sound Files -- 12.4 agents.conf -- 12.5 Extensions -- 12.5.1 Sending Callers to the Queue -- 12.5.2 AgentLogin() and AgentCallbackLogin() -- 12.6 Log File -- 12.6.1 Importing the Queue Log into MySQL -- Chapter 13 Features -- 13.1 Call Transfer -- 13.1.1 Blind Transfer -- 13.1.2 Attended Transfer -- 13.2 Call Parking -- Chapter 14 Conferencing -- 14.1 Installation and the Timing Device -- 14.2 Defining Conference Rooms -- 14.3 Access from the Dialplan -- 14.4 Announcing the Number of Conference Participants -- Chapter 15 External Control of Asterisk -- 15.1 asterisk -rx "command -- 15.2 Call Files…”

Tabla de Contenidos: “…-- Processes, threads, and coroutines -- Processes -- Threads -- Coroutines -- Putting things together -- Introduction to concurrency -- Concurrency is not parallelism -- CPU-bound and I/O-bound -- CPU-bound -- I/O-bound -- Concurrency versus parallelism in CPU-bound algorithms -- Single-core execution -- Parallel execution -- Concurrency versus parallelism in I/O-bound algorithms -- Why concurrency is often feared -- Race conditions -- Atomicity violation -- Deadlocks -- Livelocks -- Concurrency in Kotlin -- Non-blocking -- Being explicit -- Readable -- Leveraged -- Flexible -- Concepts and terminology -- Suspending computations -- Suspending functions -- Suspending lambdas -- Coroutine dispatcher -- Coroutine builders -- Summary -- Chapter 2: Coroutines in Action -- Downloading and installing Android Studio -- Creating a Kotlin project -- Adding support for coroutines -- Android's UI thread -- CalledFromWrongThreadException -- NetworkOnMainThreadException -- Requesting in the background, updating in the UI thread -- Creating a thread -- CoroutineDispatcher -- Attaching a coroutine to a dispatcher -- Starting a coroutine with async -- Starting a coroutine with launch -- Using a specific dispatcher when starting the coroutine -- Adding networking permissions -- Creating a coroutine to call a service -- Adding UI elements -- What happens when the UI is blocked -- Displaying the amount of news that were processed -- Using a UI dispatcher -- Platform-specific UI libraries -- Adding the dependency -- Using Android's UI coroutine dispatcher -- Creating an asynchronous function to hold the request... or not -- A synchronous function wrapped in an asynchronous caller…”

Tabla de Contenidos: “…Using the information from the dropdown selection -- Summary -- Chapter 8: Animations and Particles in the UI -- Animation clips -- Animation Events -- Animator Controller -- The Animator of Transition Animations -- Animator layers -- Setting Animation Parameters in scripts -- Animator behaviours -- Particles in the UI -- Examples -- Animating pop up windows to fade in and out -- Setting up the animations -- Setting the Animator's Parameters with code -- Animating a complex loot box with Particle System -- Setting up the animations -- Creating a Particle System that displays in the UI -- Building a State Machine and timing the animations -- Summary -- Chapter 9: World Space UI -- When to use World Space -- Appropriately scaling text in the Canvas -- Other considerations when working in World Space -- Examples -- 2D World Space status indicators -- 3D hovering health bars -- Summary -- Chapter 10: Mobile-Specific UI -- Recommended button sizes -- Full screen/screen portion taps -- The thumb zone -- Multi-touch input -- Accelerometer and gyroscope -- Device resources -- Examples -- Adding press-and-hold/long-press functionality -- Creating a static four-directional virtual D-pad -- Creating a floating eight-directional virtual analog stick -- Setting up the eight-directional virtual analog stick -- Making the eight-directional virtual analog stick float -- Summary -- Other Books You May Enjoy -- Index…”

Tabla de Contenidos: “…Tokenization -- Data Loss Prevention -- Data Obfuscation -- Data De-identification -- Implement Data Discovery -- Structured Data -- Unstructured Data -- Implement Data Classification -- Mapping -- Labeling -- Sensitive Data -- Design and Implement Information Rights Management -- Objectives -- Appropriate Tools -- Plan and Implement Data Retention, Deletion, and Archiving Policies -- Data Retention Policies -- Data Deletion Procedures and Mechanisms -- Data Archiving Procedures and Mechanisms -- Legal Hold -- Design and Implement Auditability, Traceability, and Accountability of Data Events -- Definition of Event Sources and Requirement of Identity Attribution -- Logging, Storage, and Analysis of Data Events -- Chain of Custody and Nonrepudiation -- Summary -- Domain 3 Cloud Platform and Infrastructure Security -- Comprehend Cloud Infrastructure Components -- Physical Environment -- Network and Communications -- Compute -- Virtualization -- Storage -- Management Plane -- Design a Secure Data Center -- Logical Design -- Physical Design -- Environmental Design -- Analyze Risks Associated with Cloud Infrastructure -- Risk Assessment and Analysis -- Cloud Vulnerabilities, Threats, and Attacks -- Virtualization Risks -- Countermeasure Strategies -- Design and Plan Security Controls -- Physical and Environmental Protection -- System and Communication Protection -- Virtualization Systems Protection -- Identification, Authentication, and Authorization in Cloud Infrastructure -- Audit Mechanisms -- Plan Disaster Recovery and Business Continuity -- Risks Related to the Cloud Environment -- Business Requirements -- Business Continuity/Disaster Recovery Strategy -- Creation, Implementation, and Testing of Plan -- Summary -- Domain 4 Cloud Application Security -- Advocate Training and Awareness for Application Security -- Cloud Development Basics…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright -- Contents -- List of Figures -- Code Listings -- Preface -- About this Book -- Abstract -- Acknowledgments -- Introduction -- Chapter 1 Market Data -- 1.1 Tick and bar data -- 1.2 Corporate actions and adjustment factor -- 1.3 Linear vs log returns -- Chapter 2 Forecasting -- 2.1 Data for forecasts -- 2.1.1 Point‐in‐time and lookahead -- 2.1.2 Security master and survival bias -- 2.1.3 Fundamental and accounting data -- 2.1.4 Analyst estimates -- 2.1.5 Supply chain and competition -- 2.1.6 M&amp -- A and risk arbitrage -- 2.1.7 Event‐based predictors -- 2.1.8 Holdings and flows -- 2.1.9 News and social media -- 2.1.10 Macroeconomic data -- 2.1.11 Alternative data -- 2.1.12 Alpha capture -- 2.2 Technical forecasts -- 2.2.1 Mean reversion -- 2.2.2 Momentum -- 2.2.3 Trading volume -- 2.2.4 Statistical predictors -- 2.2.5 Data from other asset classes -- 2.3 Basic concepts of statistical learning -- 2.3.1 Mutual information and Shannon entropy -- 2.3.2 Likelihood and Bayesian inference -- 2.3.3 Mean square error and correlation -- 2.3.4 Weighted law of large numbers -- 2.3.5 Bias‐variance tradeoff -- 2.3.6 PAC learnability, VC dimension, and generalization error bounds -- 2.4 Machine learning -- 2.4.1 Types of machine learning -- 2.4.2 Overfitting -- 2.4.3 Ordinary and generalized least squares -- 2.4.4 Deep learning -- 2.4.5 Types of neural networks -- 2.4.6 Nonparametric methods -- 2.4.7 Hyperparameters -- 2.4.8 Cross‐validation -- 2.4.9 Convex regression -- 2.4.10 Curse of dimensionality, eigenvalue cleaning, and shrinkage -- 2.4.11 Smoothing and regularization -- 2.4.11.1 Smoothing spline. -- 2.4.11.2 Total variation denoising -- 2.4.11.3 Nadaraya-Watson kernel smoother -- 2.4.11.4 Local linear regression -- 2.4.11.5 Gaussian process -- 2.4.11.6 Ridge and kernel ridge regression…”

Tabla de Contenidos: “…Implement Data Classification -- Data Classification Policies -- Mapping -- Labeling -- Design and Implement Information Rights Management -- Objectives -- Appropriate Tools -- Plan and Implement Data Retention, Deletion, and Archiving Policies -- Data Retention Policies -- Data Deletion Procedures and Mechanisms -- Data Archiving Procedures and Mechanisms -- Legal Hold -- Design and Implement Auditability, Traceability, and Accountability of Data Events -- Definition of Event Sources and Requirement of Event Attribution -- Logging, Storage, and Analysis of Data Events -- Chain of Custody and Nonrepudiation -- Summary -- Chapter 3 Cloud Platform and Infrastructure Security -- Comprehend Cloud Infrastructure and Platform Components -- Physical Environment -- Network and Communications -- Compute -- Virtualization -- Storage -- Management Plane -- Design a Secure Data Center -- Logical Design -- Physical Design -- Environmental Design -- Analyze Risks Associated with Cloud Infrastructure and Platforms -- Risk Assessment -- Cloud Vulnerabilities, Threats, and Attacks -- Risk Mitigation Strategies -- Plan and Implementation of Security Controls -- Physical and Environmental Protection -- System, Storage, and Communication Protection -- Identification, Authentication, and Authorization in Cloud Environments -- Audit Mechanisms -- Plan Disaster Recovery and Business Continuity -- Business Continuity/Disaster Recovery Strategy -- Business Requirements -- Creation, Implementation, and Testing of Plan -- Summary -- Chapter 4 Cloud Application Security -- Advocate Training and Awareness for Application Security -- Cloud Development Basics -- Common Pitfalls -- Common Cloud Vulnerabilities -- Describe the Secure Software Development Life Cycle Process -- NIST Secure Software Development Framework -- OWASP Software Assurance Maturity Model…”

Tabla de Contenidos: “…Intro -- Table of contents -- Basic statistics of Denmark, 2014 -- Executive summary -- High living standards but slow growth -- Productivity and economic growth lag behind OECD best performers -- New structural reforms to improve the balance between inclusiveness and work incentives needed -- Social spending is high -- Current monetary conditions call for more action in prudential policy -- Households hold large balance sheets and their debt is among the highest in OECD -- Assessment and recommendations -- Annex. …”

Tabla de Contenidos: “…Exercise 1 - creating a custom module -- Resources -- Chapter 5: Building Your Site Structure: the Menu System -- The menu system -- Creating a menu -- Creating a new menu item -- Exploring available menu item types -- Menu item options -- Menu and SEO configuration -- Menu and languages -- Summary -- Exercises -- Exercise 1 - create a menu and a menu item -- Exercise 2 - a category list -- Chapter 6: Managing Users and Their Permissions -- Users Dashboard -- User accounts -- Creating a new user account -- Editing a user profile -- User Groups -- Creating a user group -- Access levels -- Creating a new access level -- Managing permissions and privileges -- Managing permissions of a component -- Managing permissions for a single item -- Specifying access permission for items -- Users - custom fields -- User notes -- Mass mail -- Built-in privacy features -- Privacy Dashboard -- Setting a privacy policy -- Privacy requests -- User Action Log -- Summary -- Exercises -- Exercise 1 - user groups and permissions -- Exercise 2 - privacy features -- Part 2: Advanced Features -- Chapter 7: SEO at Its Best -- Exploring on-page SEO features -- Optimizing an article -- SEO options offered by menus -- Robots management -- SEO-friendly URLs -- Handling 404 errors -- Exercises -- Exercise 1 - Friendly URLs -- Exercise 2 - Article SEO -- Summary -- Further reading -- Chapter 8: One Site, Multiple Languages -- Building a multilingual website -- How to set up a multilingual website -- Plugin: System - Language Filter -- Plugin: System - Language Code -- Checking your website's multilanguage status -- Remove the module that holds the home for all languages -- Publishing home pages for each language -- Publishing the Language Switcher module -- Managing content in multiple languages -- Multilingual Associations -- A different website for each language -- Exercises…”

Tabla de Contenidos: “…Working with Future APIs in Dart -- What does the Future hold? -- Understanding the concept of async -- To chain Futures or to await, that is the question -- Handling independent Futures efficiently -- Embracing parallelism with isolates -- Implementing fuzzy search in the Candy Store app -- Understanding the concept of isolates -- Summary -- Chapter 10: A Bridge to the Native Side of Development -- Technical requirements -- Understanding Flutter app architecture -- Diving into the Flutter framework layers -- How does Flutter communicate with the native layer? …”

Tabla de Contenidos: “…-- Chapter 15: Divorce: Men Do Not Hold all the Cards-The Qur'an Actually Levels the Playing Field Through Mandated Process and Etiquette -- Qur'anic Verses on Divorce -- The Pushback of Patriarchy on Women Initiating Divorce, and on Custody Issues -- The Pushback of Dogma When Men Initiate Divorce: Three Months for You, But Just Three Words for Me! …”

Tabla de Contenidos: “…-- The SparkContext object -- Creating RDDs -- Transforming RDDs -- Map example -- RDD actions -- Ratings histogram walk-through -- Understanding the code -- Setting up the SparkContext object -- Loading the data -- Extract (MAP) the data we care about -- Perform an action - count by value -- Sort and display the results -- Looking at the ratings-counter script in Canopy -- Key/value RDDs and the average friends by age example -- Key/value concepts - RDDs can hold key/value pairs -- Creating a key/value RDD -- What Spark can do with key/value data? …”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Packt Upsell -- Contributors -- Table of Contents -- Preface -- Chapter 1: Getting Started with Python Machine Learning -- Machine learning and Python - a dream team -- What the book will teach you - and what it will not -- How to best read this book -- What to do when you are stuck -- Getting started -- Introduction to NumPy, SciPy, Matplotlib, and TensorFlow -- Installing Python -- Chewing data efficiently with NumPy and intelligently with SciPy -- Learning NumPy -- Indexing -- Handling nonexistent values -- Comparing the runtime -- Learning SciPy -- Fundamentals of machine learning -- Asking a question -- Getting answers -- Our first (tiny) application of machine learning -- Reading in the data -- Preprocessing and cleaning the data -- Choosing the right model and learning algorithm -- Before we build our first model -- Starting with a simple straight line -- Toward more complex models -- Stepping back to go forward - another look at our data -- Training and testing -- Answering our initial question -- Summary -- Chapter 2: Classifying with Real-World Examples -- The Iris dataset -- Visualization is a good first step -- Classifying with scikit-learn -- Building our first classification model -- Evaluation - holding out data and cross-validation -- How to measure and compare classifiers -- A more complex dataset and the nearest-neighbor classifier -- Learning about the seeds dataset -- Features and feature engineering -- Nearest neighbor classification -- Looking at the decision boundaries -- Which classifier to use -- Summary -- Chapter 3: Regression -- Predicting house prices with regression -- Multidimensional regression -- Cross-validation for regression -- Penalized or regularized regression -- L1 and L2 penalties -- Using Lasso or ElasticNet in scikit-learn -- Visualizing the Lasso path…”

Tabla de Contenidos: “…Privatisation des élevages porcins et avicoles d'État -- Encadré III.4. AgroFam Holding, Province de Ialomita -- Encadré III.5. Privatisation du secteur en amont -- Encadré III.6. …”

Tabla de Contenidos: “…-- Evaluating the Expert -- Levels of Expertise -- Capturing Single Versus Multiple Experts' Tacit Knowledge -- Advantages and Drawbacks of Using a Single Expert -- Pros and Cons of Using Multiple Experts -- Developing a Relationship with Experts -- Creating the Right Impression -- Understanding the Expert's Style -- Preparing for the Session -- Approaching Multiple Experts -- Deciding Where to Hold the Sessions -- Fuzzy Reasoning and the Quality of Knowledge Capture -- Analogies and Uncertainties in Information -- Understanding Experience -- The Language Problem -- The Interview As a Tool -- Types of Interviews -- Guide to a Successful Interview -- Setting the Stage and Establishing Rapport -- Phrasing the Questions -- Question Construction -- Thing to Avoid -- Reliability of Information from Experts -- Errors Made by the Knowledge Developer -- Problems Encountered During the Interview -- Ending the Interview -- Issues to Assess -- Rapid Prototyping in Interviews -- Benefits and Drawbacks -- Implications for Knowledge Management -- Summary -- Terms to Know -- Test Your Understanding -- Knowledge Exercises -- References -- Chapter 6: Other Knowledge Capture Techniques -- In a Nutshell -- Overview -- On-Site Observation -- Brainstorming -- Electronic Brainstorming -- Protocol Analysis -- What Is a Scenario? …”

Tabla de Contenidos: “…-- Psyche of opinion leadership -- Conceptualizing Glamour-Celebrity Advertising as a Branding Strategy -- Type of product category -- Brand differentiation -- Exploring the Consumer Lifecycle -- Adaptability and brands -- Seamless transition and brands -- Brand symbolism still holds good -- Chapter 2: The Importance of Consumer Behaviour Towards Brand Success -- Behavioural Dimensions of Marketing -- Psychological Factors -- Consumer Decision Making -- Group Concepts -- Importance of MAO -- Consumer Behaviour and Brand Success -- Marketing Mix and Consumer Behaviour-Critical Linkages -- Importance of Marketing Mix -- Need to Prioritise Marketing Mix Elements -- Marketing Mix Priorities and Synchronisation -- Unorganized Markets and Marketing Mix Elements (FMCG ) -- Touch of Reality -- The Digital Connection with Consumer Behaviour -- Coffee and Consumers -- Diversity and Importance of Consumer Needs in an Emerging Market -- Consumer Behaviour and Marketing Strategy -- Captive Consumers…”

Tabla de Contenidos: “…Cover -- FM -- Copyright -- Contributors -- Table of Contents -- Preface -- Chapter 1: Machine Learning Fundamentals -- Making the Most Out of this Book - Your Certification and Beyond -- Comparing AI, ML, and DL -- Examining ML -- Examining DL -- Classifying supervised, unsupervised, and reinforcement learning -- Introducing supervised learning -- The CRISP-DM modeling life cycle -- Data splitting -- Overfitting and underfitting -- Applying cross-validation and measuring overfitting -- Bootstrapping methods -- The variance versus bias trade-off -- Shuffling your training set -- Modeling expectations -- Introducing ML frameworks -- ML in the cloud -- Summary -- Exam Readiness Drill - Chapter Review Questions -- Chapter 2: AWS Services for Data Storage -- Technical requirements -- Storing Data on Amazon S3 -- Creating buckets to hold data -- Distinguishing between object tags and object metadata -- Controlling access to buckets and objects on amazon s3 -- S3 bucket policy -- Protecting data on amazon s3 -- Applying bucket versioning -- Applying encryption to buckets -- Securing s3 objects at rest and in transit -- Using other types of data stores -- Relational Database Service (RDS) -- Managing failover in Amazon RDS -- Taking automatic backups, RDS snapshots, and restore and read replicas -- Writing to Amazon Aurora with multi-master capabilities -- Storing columnar data on Amazon Redshift -- Amazon DynamoDB for NoSQL Database-as-a-Service -- Summary -- Exam Readiness Drill - Chapter Review Questions -- Chapter 3: AWS Services for Data Migration and Processing -- Technical requirements -- Creating ETL jobs on AWS Glue -- Features of AWS Glue -- Getting hands-on with AWS Glue Data Catalog components -- Getting hands-on with AWS Glue ETL components -- Querying S3 data using Athena -- Processing real-time data using Kinesis Data Streams…”

Tabla de Contenidos: “…-- What Will the Future Hold? -- CHAPTER SUMMARY -- QUESTIONS FOR REVIEW -- CRITICAL THINKING -- CONCEPT MAPING -- 2 The Chemistry of Microbiology -- Atoms -- Atomic Structure -- Isotopes -- Electron Configurations -- Chemical Bonds -- Nonpolar Covalent Bonds -- Polar Covalent Bonds -- Ionic Bonds -- Hydrogen Bonds -- Chemical Reactions -- Synthesis Reactions -- Decomposition Reactions -- Exchange Reactions -- Water, Acids, Bases, and Salts -- Water -- Acids and Bases -- Salts -- Organic Macromolecules -- Functional Groups -- Lipids -- Carbohydrates -- Proteins -- Nucleic Acids -- CHAPTER SUMMARY -- QUESTIONS FOR REVIEW -- CRITICAL THINKING -- CONCEPT MAPING -- 3 Cell Structure and Function -- Processes of Life -- Prokaryotic and Eukaryotic Cells: An Overview -- External Structures of Bacterial Cells -- Glycocalyces -- Flagella -- Fimbriae and Pili -- Bacterial Cell Walls -- Gram-Positive Bacterial Cell Walls -- Gram-Negative Bacterial Cell Walls -- Bacteria Without Cell Walls -- Bacterial Cytoplasmic Membranes -- Structure -- Function -- Cytoplasm of Bacteria -- Cytosol -- Inclusions -- Endospores -- Nonmembranous Organelles -- External Structures of Archaea -- Glycocalyces -- Flagella -- Fimbriae and Hami -- Archaeal Cell Walls and Cytoplasmic Membranes -- Cytoplasm of Archaea…”

Tabla de Contenidos: “…Costs of Unanticipated Inflation -- SUMMARY -- KEY TERMS -- REVIEW QUESTIONS -- PROBLEMS -- DATA ANALYSIS PROBLEMS -- Chapter 5 Appendix THE MONEY SUPPLY PROCESS -- THE FED'S BALANCE SHEET -- Liabilities -- Assets -- CONTROL OF THE MONETARY BASE -- Federal Reserve Open Market Operations -- Shifts from Deposits into Currency -- Discount Loans -- Overview of the Fed's Ability to Control the Monetary Base -- MULTIPLE DEPOSIT CREATION: A SIMPLE MODEL -- Deposit Creation: The Single Bank -- Deposit Creation: The Banking System -- Critique of the Simple Model -- FACTORS THAT DETERMINE THE MONEY SUPPLY -- Changes in the Nonborrowed Monetary Base -- Changes in Borrowed Reserves from the Fed -- Changes in the Required Reserve Ratio -- Changes in Currency Holdings -- Changes in Excess Reserves -- Overview of the Money Supply Process -- THE MONEY MULTIPLIER -- Deriving the Money Multiplier -- Intuition Behind the Money Multiplier -- Money Supply Response to Changes in the Factors -- APPLICATION: Quantitative Easing and the Money Supply, 2007-2013 -- SUMMARY -- KEY TERMS -- REVIEW QUESTIONS AND PROBLEMS -- DATA ANALYSIS PROBLEMS -- Chapter 5 Web Appendix APPLICATION: THE GREAT DEPRESSION BANK PANICS AND THE MONEY SUPPLY, 1930-1933 -- PART 3 Long-Run Economic Growth -- Chapter 6 THE SOURCES OF GROWTH AND THE SOLOW MODEL -- PREVIEW -- ECONOMIC GROWTH AROUND THE WORLD -- THE SOLOW GROWTH MODEL -- Building Blocks of the Solow Growth Model -- Time Subscripts -- Dynamics of the Solow Growth Model -- Convergence in the Solow Model -- The "Bathtub Model" of the Steady State -- APPLICATION: Evidence on Convergence, 1960-2012 -- War, Destruction, and Growth Miracles -- SAVING RATE CHANGES IN THE SOLOW MODEL -- POPULATION GROWTH IN THE SOLOW MODEL -- Population Growth and the Steady State -- Changes in Population Growth -- Population Growth and Real GDP Per Capita…”