Tabla de Contenidos: “…The update-function-code command -- The get-function-configuration command -- The invoke command -- The delete-function command -- Versions and aliases -- Versioning -- FindAllMovies v1.0.0 -- FindAllMovies v1.1.0 -- Semantic Versioning -- Aliases -- Stage variables -- Summary -- Chapter 7: Implementing a CI/CD Pipeline -- Technical requirements -- Continuous Integration and deployment workflow -- Continuous Integration -- Continuous Deployment -- Continuous Delivery -- Automating the deployment of Lambda functions -- Continuous Deployment with CodePipeline and CodeBuild -- Source provider -- Build provider -- Deploy provider -- Continuous Pipeline with Jenkins -- Distributed builds -- Setting up a Jenkins job -- Git Hooks -- Continuous Integration with Circle CI -- Identity and access management -- Configuring the CI Pipeline -- Summary -- Questions -- Chapter 8: Scaling Up Your Application -- Technical requirements -- Load testing and scaling -- Lambda autoscaling -- Downstream resources -- Private Lambda functions -- Concurrent execution -- Lambda throttling -- Concurrency reservation -- Summary -- Chapter 9: Building the Frontend with S3 -- Technical requirements -- Single Page Application -- Developing web applications with Angular -- Generating your first Angular component -- Accessing Rest web services with Angular -- Cross Origin Resource Sharing -- S3 static website hosting -- Setting up an S3 bucket -- Setting up Route 53 -- Certificate Manager -- CloudFront distribution -- CI/CD workflow -- API documentation -- Summary -- Questions -- Chapter 10: Testing Your Serverless Application -- Technical requirements -- Unit testing -- Automated unit tests -- Integration testing -- RPC communications -- Serverless Application Model -- Load testing -- Summary -- Questions -- Chapter 11: Monitoring and Troubleshooting…”

Tabla de Contenidos: “…SELECT -- FROM -- WHERE -- GROUP BY -- ORDER BY -- HAVING -- Qualifying tables in query -- DISTINCT -- BigQuery SQL functions -- WITHIN -- OMIT RECORD IF -- ROLLUP -- Joining tables in BigQuery -- Inner join -- Left Outer join -- Right Outer join -- Full Outer join -- Cross join -- UNION, UNION ALL, and UNION DISTINCT -- Adding your own data in BigQuery -- Creating a table -- Inserting data to a table -- Updating data in a table -- Resetting a value -- Deleting data from a table -- Summary -- Further reading -- Chapter 5: BigQuery SQL Advanced -- Partition tables -- Creating a partition table using a GUI -- Creating a partition table using Google Cloud SDK -- Querying data in a partition table -- Using partition tables in your projects -- Querying external data sources using BigQuery -- Creating the table definition -- Querying data from external data sources -- Wildcard tables -- User-defined functions -- Views -- Querying nested and repeated records -- Summary -- Further reading -- Chapter 6: Google BigQuery API -- Accessing Google BigQuery -- Introducing Google APIs explorer -- Getting credentials for API access -- Creating a service account -- Programming with BigQuery API in C# .NET -- Authenticating the service account -- Listing all datasets and all tables in the project -- Creating a new dataset in the project -- Creating a new table within a dataset -- Loading data from a file in Google Cloud Storage to a BigQuery table -- Executing a query and displaying the result -- Executing the query and saving the result in a new table -- Streaming insert of rows -- Programming with BigQuery API in Python -- Listing all datasets and all tables in the project -- Creating a new dataset in the project -- Creating a new table within a dataset -- Importing data from a file in Google Cloud Storage to a BigQuery table…”

Tabla de Contenidos: “…Cover; Title Page; Copyright; Contents; About the Editors; List of Contributors; Preface; Acknowledgments; Part I IoT Overview; Chapter 1 Introduction to IoT; 1.1 Introduction; 1.1.1 Evolution of IoT; 1.2 IoT Architecture and Taxonomy; 1.3 Standardization Efforts; 1.4 IoT Applications; 1.4.1 Smart Home; 1.4.2 Smart City; 1.4.3 Smart Energy; 1.4.4 Healthcare; 1.4.5 IoT Automotive; 1.4.6 Gaming, AR and VR; 1.4.7 Retail; 1.4.8 Wearable; 1.4.9 Smart Agriculture; 1.4.10 Industrial Internet; 1.4.11 Tactile Internet; 1.4.12 Conclusion; Acknowledgement; References; Chapter 2 Abstract; 2.1 Introduction2.2 Attacks and Countermeasures; 2.2.1 Perception Layer; 2.2.1.1 Perception Nodes; 2.2.1.2 Sensor Nodes; 2.2.1.3 Gateways; 2.2.2 Network Layer; 2.2.2.1 Mobile Communication; 2.2.2.2 Cloud Computing; 2.2.2.3 Internet; 2.2.3 Application Layer; 2.2.3.1 Smart Utilities -- Smart Grids and Smart Metering; 2.2.3.2 Consumer Wearable IoT (WIoT) Devices for Healthcare and Telemedicine; 2.2.3.3 Intelligent Transportation; 2.2.3.4 Smart Agriculture; 2.2.3.5 Industrial IoT (IIoT); 2.2.3.6 Smart Buildings, Environments, and Cities; 2.3 Authentication and Authorization; 2.3.1 Authentication; 2.3.2 Authorization2.3.3 Authentication at IoT Layers; 2.3.3.1 Perception Layer; 2.3.3.2 Network Layer; 2.3.3.3 Application Layer; 2.4 Other Security Features and Related Issues; 2.4.1 The Simplified Layer Structure; 2.4.2 The Idea of Middleware; 2.4.3 Cross-Layer Security Problem; 2.4.4 Privacy; 2.4.5 Risk Mitigation; 2.5 Discussion; 2.6 Future Research Directions; 2.6.1 Blockchain; 2.6.2 5G; 2.6.3 Fog and Edge Computing; 2.6.4 Quantum Security, AI, and Predictive Data Analytics; 2.6.5 Network Slicing; 2.7 Conclusions; References; Part II IoT Network and Communication Authentication; Chapter 3 Symmetric Key-Based Authentication with an Application to Wireless Sensor Networks3.1 Introduction; 3.2 Related Work; 3.3 System Model and Assumptions; 3.3.1 Design Goals; 3.3.2 Setting; 3.3.3 Notations; 3.3.4 Attack Model; 3.4 Scheme in Normal Mode; 3.4.1 Installation Phase; 3.4.1.1 Installation of CH; 3.4.1.2 Installation of CN; 3.4.2 Group Node Key; 3.4.3 Individual Cluster Key; 3.4.3.1 CN to CH; 3.4.3.2 CH to CN; 3.4.4 Pairwise Key Derivation; 3.4.5 Multicast Key; 3.4.5.1 Initiation by CH; 3.4.5.2 Derivation by CNs; 3.4.6 Group Cluster Key; 3.5 Authentication; 3.5.1 Authentication by CN3.5.2 Authenticated Broadcast by the CH; 3.5.3 Authenticated Broadcast by the BS; 3.6 Scheme in Change Mode; 3.6.1 Capture of CN; 3.6.2 Capture of CH; 3.6.3 Changes for Honest Nodes; 3.6.3.1 Key Update for Honest Node Replacement; 3.6.3.2 Node Removal and Addition; 3.7 Security Analysis; 3.7.1 Resistance Against Impersonation Attack; 3.7.2 Resistance Against Node Capture; 3.7.3 Resistance Against Replay Attacks; 3.8 Efficiency; 3.8.1 Number of Communication Phases; 3.8.2 Storage Requirements; 3.8.3 Packet Fragmentation; 3.9 Conclusions; Acknowledgement; References; Chapter 4 Public Key Based Protocols -- EC Crypto…”

Tabla de Contenidos: “…Cover -- Contents -- Introduction -- Part I: The Tale -- Chapter 1: Prologue -- Ways to Develop Software -- The Importance of Acceptance Tests -- System and Team Introduction -- Summary -- Chapter 2: Lean and Agile -- The Triad and Its Units -- Post-Implementation Tests -- Quick Feedback Better Than Slow Feedback -- Preimplementation Tests -- Lean and Agile Principles -- Summary -- Chapter 3: Testing Strategy -- Types of Tests -- Where Tests Run -- Test Facets -- Summary -- Chapter 4: An Introductory Acceptance Test -- A Sample Business Rule -- Implementing the Acceptance Tests -- Testing Process -- Summary -- Chapter 5: The Example Project -- The Charter -- High-Level Requirements -- Summary -- Chapter 6: The User Story Technique -- Stories -- INVEST Criteria -- Summary -- Chapter 7: Collaborating on Scenarios -- Use Cases from User Stories -- Story Map -- Conceptual Flow -- Communication -- Summary -- Chapter 8: Test Anatomy -- Triad Creates Tests -- Test Context -- Test Structure -- Tests with Example Values -- Test with Values in Text -- When and Where Tests Are Run -- Summary -- Chapter 9: Scenario Tests -- Tests for Exception Scenarios -- Tests for Business Rules -- Cross-Story Issues -- Don't Automate Everything -- Multi-Level Tests -- User Interface Tests -- Check the Objectives -- Summary -- Chapter 10: User Story Breakup -- Acceptance Tests Help Break Up Stories -- Business Rule Tests -- A Story with a Business Rule -- Summary -- Chapter 11: System Boundary -- External Interfaces -- External Interface Tests -- What Is Real? …”

Tabla de Contenidos: “…Half Title; PDL Series; Title Page; Copyright; Contents; Preface; Preface; Acknowledgments; 1 Carbazole Polymers; 1.1 Monomers; 1.1.1 N-Vinylcarbazole; 1.1.2 Nonlinear Optical Side Chain Monomers; 1.1.3 Molecular Glasses; 1.2 Polymerization and Fabrication; 1.2.1 Polymerization; 1.2.1.1 Poly(N-vinylcarbazole); 1.2.1.2 NVK/Pyrrol Composites; 1.2.2 Other Vinylcarbazole Compounds; 1.2.2.1 Grignard Coupling; 1.2.2.2 Anionic Polymerization; 1.2.2.3 Heck Cross Coupling; 1.2.2.4 Copolymers; 1.2.2.5 Solution Processing; 1.3 Properties; 1.3.1 Liquid Crystalline Phases…”

Tabla de Contenidos: “…Cover -- Contents at a Glance -- Contents -- About the Author -- About the Technical Reviewer -- Acknowledgments -- Introduction -- Chapter 1: What's New with LEGO MINDSTORMS EV3 -- Getting Started with LEGO MINDSTORMS EV3 -- The New Sensors and Motors of EV3 -- The EV3 Brick (6009996) -- Large Motor (6009430) -- Medium Motor (6008577) -- Ultrasonic Sensor (6008924) -- Gyro Sensor (6008916) -- Color Sensor (6008919) -- Touch Sensor (6008472) -- Infrared Sensor (6009811) and Infrared Beacon (6014051) -- Connector Cables -- A Basic Introduction to LEGO Technic Pieces -- Beams -- Axles -- Connector Pegs and Bushes -- Cross Blocks and Angle Elements -- Gears -- Levers -- Wings and Panels -- Wheels and Treads -- Where to Begin with your LEGO MINDSTORMS Kit -- LEGO Pick a Brick -- BrickLink -- Websites for LEGO Instructions -- The LEGO Official Site -- Peeron -- Brickfactory -- Summary -- Chapter 2: Programming with the EV3 Language -- The Four Basic Screens of the EV3 Brick -- Run Recent -- File Navigation -- Brick Apps -- Port View -- Motor Control -- IR Control -- Brick Program -- Settings -- The EV3 Software -- Creating a LEGO MINDSTORMS Program with the EV3 Software -- Using the Programming Palette -- Action (Green Area) Programming Blocks -- Medium Motor -- Large Motor -- Move Steering -- Move Tank -- Display, Sound, and Brick Status Light -- Orange Menu (Flow Control) -- Start -- Wait -- Brick Buttons -- Color Sensor -- Reflected Light Intensity -- Ambient Light Intensity -- Gyro Sensor -- Infrared Sensor -- Motor Rotation -- Temperature Sensor -- Timer -- Touch Sensor -- Ultrasonic Sensor -- Energy Meter -- NXT Sound Sensor -- Messaging -- Time -- Loop -- Brick Buttons -- Color Sensor -- Reflected Light Intensity -- Ambient Light Intensity -- Gyro Sensor -- Infrared Sensor -- Motor Rotation -- Timer -- Touch Sensor -- Ultrasonic Sensor…”

Tabla de Contenidos: “…Oocyte polarity and the embryonic axes: the Balbiani body, an ancient oocyte asymmetry -- Molecular control of Balbiani body development -- Milton: Kinesin adaptors and mitochondrial allocation -- Bucky ball: a novel regulator of oocyte asymmetry -- MACF1/ Magellan: a role for microtubule: actin cross-linkers in Balbiani body dynamics --…”

Tabla de Contenidos: “….- Tumor Oxygen Measurements and Personalized Medicine.- Wavelet Cross-Correlation to Investigate Regional Variations in Cerebral Oxygenation in Infants supported on Extra-Corporeal Membrane Oxygenation.- Association of the Red Cell Distribution Width with Red Blood Cell Deformability.- Kidney Function after In Vivo Gene Silencing of Uncoupling Protein-2 in Streptozotocin-induced Diabetic Rats.- Adenosine A2 Receptor-mediated Regulation of Renal Hemodynamics and Glomerular Filtration Rate is Abolished in Diabetes.- Can Mitochondrial Cytochrome Oxidase Mediate Hypoxic Vasodilation via Nitric Oxide Metabolism?.…”

Tabla de Contenidos: “…-- Constructing a genuine religious character: the impact of the asylum court on the Ahmadiyya community in Germany -- Afterword: de- and neotraditionalisation -- Section 4.2: Pluralisation -- Religious plurality and individual authority in the Mahābhārata -- Ritual objects and religious communication in lived ancient religion: multiplying religion -- Institutionalisation of tradition and individualised lived Christian religion in Late Antiquity -- Early modern erudition and religious individualisation: the case of Johann Zechendorff (1580-1662) -- Islamic mystical responses to hegemonic orthodoxy: the subcontinental perspective -- Afterword: pluralisation -- Section 4.3: Walking the edges -- Understanding 'prophecy': charisma, religious enthusiasm, and religious individualisation in the 17th century. A cross-cultural approach -- Out of bounds, still in control: exclusion, religious individuation and individualisation during the later Middle Ages -- The lonely antipope - or why we have difficulties classifying Pedro de Luna [Benedict XIII] as a religious individual -- Varieties of spiritual individualisation in the theosophical movement: the United Lodge of theosophists India as climax of individualisation-processes within the theosophical movement -- Individualisation in conformity: Keshab Chandra Sen and canons of the self -- Afterword: walking the edges -- Contributors…”

Tabla de Contenidos: “…Empirical evidence -- 4.1 Sample -- 4.1.1 Data quality -- 4.2 Measures -- 4.3 Results -- 4.3.1 Model A -- 4.3.2 Model B -- 4.4 Limitations and further studies suggestions -- Summary -- References -- Appendixes -- Appendix 1 Scales, their sources, and reliabilities -- Appendix 2 Personal brand equity components cross-loadings analysis -- Appendix 3 Consistency in acting determines perceived personal brand authenticity. …”

Tabla de Contenidos: “…7.2 Integration by Parts -- 7.3 Trigonometric integrals -- 7.4 Trigonometric substitutions -- 7.5 Partial Fractions -- 7.6 Other integration strategies -- 7.7 Numerical integration -- 7.8 Improper integrals -- 7.9 Introduction to differential Equations -- Review Exercises -- 8 Sequences and infinite series -- 8.1 An overview -- 8.2 Sequences -- 8.3 Infinite series -- 8.4 The divergence and integral Tests -- 8.5 The ratio, root, and comparison Tests -- 8.6 Alternating series -- Review Exercises -- 9 Power series -- 9.1 Approximating Functions with Polynomials -- 9.2 Properties of Power series -- 9.3 Taylor series -- 9.4 Working with Taylor series -- Review Exercises -- 10 Parametric and Polar curves -- 10.1 Parametric Equations -- 10.2 Polar coordinates -- 10.3 Calculus in Polar coordinates -- 10.4 Conic sections -- Review Exercises -- 11 Vectors and Vector-Valued Functions -- 11.1 Vectors in the Plane -- 11.2 Vectors in Three dimensions -- 11.3 Dot Products -- 11.4 Cross Products -- 11.5 Lines and curves in space -- 11.6 Calculus of Vector-Valued Functions -- 11.7 Motion in space -- 11.8 Length of curves -- 11.9 Curvature and normal Vectors -- Review Exercises -- 12 Functions of several Variables -- 12.1 Planes and surfaces -- 12.2 Graphs and level curves -- 12.3 Limits and continuity -- 12.4 Partial derivatives -- 12.5 The chain rule -- 12.6 Directional derivatives and the Gradient -- 12.7 Tangent Planes and linear approximation -- 12.8 Maximum/minimum Problems -- 12.9 Lagrange multipliers -- Review Exercises -- 13 Multiple integration -- 13.1 Double integrals over rectangular regions -- 13.2 Double integrals over General regions -- 13.3 Double integrals in Polar coordinates -- 13.4 Triple integrals -- 13.5 Triple integrals in cylindrical and spherical coordinates -- 13.6 Integrals for mass calculations…”

Tabla de Contenidos: “…8.1 Basic Approaches -- 8.2 Integration by Parts -- 8.3 Trigonometric Integrals -- 8.4 Trigonometric Substitutions -- 8.5 Partial Fractions -- 8.6 Other Integration Strategies -- 8.7 Numerical Integration -- 8.8 Improper Integrals -- 8.9 Introduction to Differential Equations -- Review Exercises -- 9 Sequences and Infinite Series -- 9.1 An Overview -- 9.2 Sequences -- 9.3 Infinite Series -- 9.4 The Divergence and Integral Tests -- 9.5 The Ratio, Root, and Comparison Tests -- 9.6 Alternating Series -- Review Exercises -- 10 Power Series -- 10.1 Approximating Functions with Polynomials -- 10.2 Properties of Power Series -- 10.3 Taylor Series -- 10.4 Working with Taylor Series -- Review Exercises -- 11 Parametric and Polar Curves -- 11.1 Parametric Equations -- 11.2 Polar Coordinates -- 11.3 Calculus in Polar Coordinates -- 11.4 Conic Sections -- Review Exercises -- 12 Vectors and Vector-Valued Functions -- 12.1 Vectors in the Plane -- 12.2 Vectors in Three Dimensions -- 12.3 Dot Products -- 12.4 Cross Products -- 12.5 Lines and Curves in Space -- 12.6 Calculus of Vector-Valued Functions -- 12.7 Motion in Space -- 12.8 Length of Curves -- 12.9 Curvature and Normal Vectors -- Review Exercises -- 13 Functions of Several Variables -- 13.1 Planes and Surfaces -- 13.2 Graphs and Level Curves -- 13.3 Limits and Continuity -- 13.4 Partial Derivatives -- 13.5 The Chain Rule -- 13.6 Directional Derivatives and the Gradient -- 13.7 Tangent Planes and Linear Approximation -- 13.8 Maximum/Minimum Problems -- 13.9 Lagrange Multipliers -- Review Exercises -- 14 Multiple Integration -- 14.1 Double Integrals over Rectangular Regions -- 14.2 Double Integrals over General Regions -- 14.3 Double Integrals in Polar Coordinates -- 14.4 Triple Integrals -- 14.5 Triple Integrals in Cylindrical and Spherical Coordinates -- 14.6 Integrals for Mass Calculations…”

Tabla de Contenidos: “…Financial Measures -- Comparing Returns -- Summary -- Discussion Questions -- Chapter 11: Prioritizing Desirability -- Kano Model of Customer Satisfaction -- Relative Weighting: Another Approach -- Summary -- Discussion Questions -- Chapter 12: Splitting User Stories -- When to Split a User Story -- Splitting across Data Boundaries -- Splitting on Operational Boundaries -- Removing Cross-Cutting Concerns -- Don't Meet Performance Constraints -- Split Stories of Mixed Priority -- Don't Split a Story into Tasks -- Avoid the Temptation of Related Changes -- Combining Stories -- Summary -- Discussion Questions -- Part IV: Scheduling -- Chapter 13: Release Planning Essentials -- The Release Plan -- Updating the Release Plan -- An Example -- Summary -- Discussion Questions -- Chapter 14: Iteration Planning -- Tasks Are Not Allocated During Iteration Planning -- How Iteration and Release Planning Differ -- Velocity-Driven Iteration Planning -- Commitment-Driven Iteration Planning -- My Recommendation -- Relating Task Estimates to Story Points -- Summary -- Discussion Questions -- Chapter 15: Selecting an Iteration Length -- Factors in Selecting an Iteration Length -- Making a Decision -- Two Case Studies -- Summary -- Discussion Questions -- Chapter 16: Estimating Velocity -- Use Historical Values -- Run an Iteration -- Make a Forecast -- Which Approach Should I Use? …”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credit -- Contributors -- Table of Contents -- Preface -- Part 1: Introduction to Neural Networks -- Chapter 1: Machine Learning - an Introduction -- Technical requirements -- Introduction to ML -- Different ML approaches -- Supervised learning -- Unsupervised learning -- Reinforcement learning -- Components of an ML solution -- Neural networks -- Introducing PyTorch -- Summary -- Chapter 2: Neural Networks -- Technical requirements -- The need for NNs -- The math of NNs -- Linear algebra -- An introduction to probability -- Differential calculus -- An introduction to NNs -- Units - the smallest NN building block -- Layers as operations -- Multi-layer NNs -- Activation functions -- The universal approximation theorem -- Training NNs -- GD -- Backpropagation -- A code example of an NN for the XOR function -- Summary -- Chapter 3: Deep Learning Fundamentals -- Technical requirements -- Introduction to DL -- Fundamental DL concepts -- Feature learning -- The reasons for DL's popularity -- Deep neural networks -- Training deep neural networks -- Improved activation functions -- DNN regularization -- Applications of DL -- Introducing popular DL libraries -- Classifying digits with Keras -- Classifying digits with PyTorch -- Summary -- Part 2: Deep Neural Networks for Computer Vision -- Chapter 4: Computer Vision with Convolutional Networks -- Technical requirements -- Intuition and justification for CNNs -- Convolutional layers -- A coding example of the convolution operation -- Cross-channel and depthwise convolutions -- Stride and padding in convolutional layers -- Pooling layers -- The structure of a convolutional network -- Classifying images with PyTorch and Keras -- Convolutional layers in deep learning libraries -- Data augmentation -- Classifying images with PyTorch -- Classifying images with Keras…”

Tabla de Contenidos: “…Review Questions -- Chapter 5 Data Processing and Preparation -- Data Transformation -- Encoding -- Scaling and Normalization -- Transformation Functions -- Structural Transformation -- Feature Extraction -- Data Enrichment and Augmentation -- Ground Truth Labeling -- Feature Engineering -- Merging and Combining Data -- Data Cleaning -- Identifying Data Errors -- Handling Inconsistent Data -- Addressing Duplicate Data -- Resolving Missing Data -- Dealing with Outliers -- Handling Class Imbalance -- Undersampling -- Oversampling -- Summary -- Exam Essentials -- Review Questions -- Chapter 6 Modeling and Evaluation -- Types of Models -- Regressors -- Classifiers -- Temporal Models -- Model Design Concepts -- The Holdout Method -- The Bias-Variance Trade-off -- Feature Selection -- Cross-Validation -- Bootstrapping -- Hyperparameter Tuning -- Model Evaluation -- Regressor Performance Metrics -- Classifier Performance Metrics -- Summary -- Exam Essentials -- Review Questions -- Chapter 7 Model Validation and Deployment -- Model Validation -- Performance Metrics -- Inference Performance -- Design Constraints -- Business Requirements Alignment -- Benchmarking -- Communicating Results -- Data -- Visuals -- Stakeholders -- Ethics -- Accessibility -- Documentation -- Model Deployment -- Containerization -- Virtualization -- Cluster Deployment -- Cloud Deployment -- On-Premises Deployment -- Hybrid Deployment -- Edge Deployment -- Machine Learning Operations (MLOps) -- Automation -- Versioning -- Testing -- Monitoring -- Summary -- Exam Essentials -- Review Questions -- Chapter 8 Unsupervised Machine Learning -- Association Rules -- Identifying Strong Rules -- Clustering -- Centroid-Based Clustering -- Connectivity-Based Clustering -- Density-Based Clustering -- Dimensionality Reduction -- Feature Extraction -- Recommender Systems -- Collaborative Filtering…”

Tabla de Contenidos: “…Migration considerations -- About the Zero-Downtime Migration tool -- Migrating on-premises database to Autonomous Database using ZDM -- Implementing migration to Autonomous Database using ZDM -- Installing and configuring ZDM software on a dedicated host -- Target Autonomous Database creation -- Generating an OCI API key pair in the pem format -- Installing the OCI CLI -- Preparing an SSH key pair -- Creating an Object Store bucket -- Creating an OCI user authentication token -- Keeping the same time zone -- Database character set -- Setting up the GoldenGate Microservices hub in the OCI marketplace -- Setting up the OCI CLI in the source database server for file transfer -- Preparing a ZDM response file for migration -- A dry run of ZDM -- Run the migration job -- Summary -- Questions -- Answers -- Chapter 4: ADB Disaster Protection with Autonomous Data Guard -- Overview and associated terminologies -- AuDG -- Local standby -- Remote standby (cross-region standby) -- Associated specifications in AuDG -- Region and roles specification -- RTO and RPO in an AuDG configuration -- Status and operation in AuDG -- Implementing AuDG -- Enabling AuDG -- Performing a manual switchover operation - local standby -- Performing a manual switchover operation - remote standby -- Disabling AuDG -- Leveraging OCI Events Service for AuDG operations -- Points to remember about AuDG -- Summary -- Questions -- Answers -- Further reading: -- Chapter 5: Backup and Restore with Autonomous Database in OCI -- Technical requirements -- Understanding the backup types -- Working with automated backup in the OCI portal -- Learning how to take a manual backup -- Restoring database backups -- Manual database backup using Data Pump -- Creating a dump set -- Creating a Data Pump backup directly to object storage -- Data Pump import backup -- Refreshing Autonomous Database schemas…”

Tabla de Contenidos: “…Galluccio [and others] -- The study and simulation of connectivity based routing protocols in ad hoc networks / Yuan Peiyan -- Cross-layer routing-scheduling in IEEE 802.16 mesh networks / Mehmet S. …”

Tabla de Contenidos: “…Food and Drug Administration Advisory Committees -- Copyright -- Preface -- NOTES -- Acknowledgments -- Contents -- List of Abbreviations -- Summary -- The Roles of FDA Advisory Committees -- Practical Limits on Advisory Committees -- COMMITTEE MEMBERSHIP -- Nomination Criteria -- Recruitment Procedures -- Consumer Members -- Appointment Authority -- Administrative Responsibility for Appointments -- COMMITTEE INTEGRITY -- Options Requiring Legislation -- Options Available within Existing Authority -- COMMITTEE OPERATIONS -- Scheduling Meetings -- Meeting Preparation -- General Criteria for Setting the Agenda -- Setting Specific Agendas -- Timely Distribution of Materials -- Summaries of Materials Sent to Advisory Committees -- Use of Primary Reviewers -- Communications Issues -- Conducting an Advisory Committee Meeting -- Allocation and Control of Agenda Time -- Electronic Coverage of Meetings -- Voting -- Agency Neutrality -- Custom Tailoring of Committee Membership -- Meeting Follow-up -- ORGANIZATION AND MANAGEMENT -- System Management -- Compensation -- Orientation and Training -- AGENCY MANAGEMENT AND ACCOUNTABILITY -- Agency Management -- Agency Accountability -- A CONCLUDING RECOMMENDATION -- NOTES -- 1 Introduction -- ORIGINS OF THE STUDY -- STUDY OBJECTIVES -- SCOPE OF THE STUDY -- THE ROLES OF FDA ADVISORY COMMITTEES -- PRACTICAL LIMITS ON THE USE OF ADVISORY COMMITTEES -- THE FEDERAL ADVISORY COMMITTEE ACT -- STUDY METHODS -- REPORT ORGANIZATION -- A NOTE ON CROSS-NATINOAL COMPARISONS -- APPENDIX -- NOTE -- 2 Historical Evolution of FDA Advisory Committees -- DRUGS -- Drug Efficacy Study -- Over-the-Counter Drugs -- Prescription Drug Review -- Summary -- BIOLOGICS -- MEDICAL DEVICES -- The Cooper Report -- The Medical Device Amendments of 1976 -- NIH STUDY SECTIONS -- SUMMARY -- NOTES -- 3 The FDA Advisory Committee System…”

Tabla de Contenidos: “…Conté: 1-Central Physiological Determinants of Eating Behavior and Body Weight- 2-Peripheral Physiological Determinants of Eating and Body Weight- 3-Genetic Influences on Body Weight- 4-Constitutional Thinness and Resistance to Obesity- 5-The Molecular Genetics of Body Weight Regulation- 6-Leptin and Body Weight Regulation- 7-Energy Intake and Body Weight- 8-A Psychobiological System Approach to Appetite and Weight Control- 9-Taste, Taste Preferences, and Body Weight- 10-Energy Expenditure and Body Weight- 11-Body Composition- 12-The Nature of the Regulation of Energy Balance- 13-Acquisition of Food Preferences and Eating Patterns in Children- 14-Prevalence and Demographics of Dieting- 15-Experimental Studies of Dieting- 16-Dietary Restraint and Overeating- 17-The Controversy over Dieting- 18-The Psychology of Binge Eating- 19-Sociocultural Influences on Body Image and Eating Disturbance- 20-Stigma, Discrimination, and Obesity- 21-Body Image and Body Dysmorphic Disorder- 22-Measurement of Total Energy Stores- 23-Measurement of Food Intake- 24-Measurement of Energy Expenditure- 25-Measurement of Physical Activity- 26-Measurement of Eating Disorder Psychopathology- 27-History of Anorexia Nervosa and Bulimia Nervosa- 28-Classification and Diagnosis of Eating Disorders- 29-Clinical Presentation of Anorexia Nervosa and Bulimia Nervosa- 30-Atypical Eating Disorders (Eating Disorder Not Otherwise Specified)- 31-Binge Eating Disorder- 32-Night Eating Syndrome- 33-Eating Disorders in Males- 34-Anxiety, Depression, and Eating Disorders- 35-Eating Disorders and Addictive Disorders- 36-Personality and Eating Disorders- 37-Childhood-Onset Eating Disorders- 38-Families of Patients with Eating Disorders- 39-Eating Disorders and Childrearing- 40-Course and Outcome of Anorexia Nervosa and Bulimia Nervosa- 41-Distribution of Eating Disorders- 42-Genetic Epidemiology of Eating Disorders- 43-Molecular Genetics of Eating Disorders- 44-Risk Factors for Eating Disorders- 45-Gender, Ethnicity, and Eating Disorders- 46-Sport, Occupation, and Eating Disorders- 47-Cross-Cultural Perspectives on Eating Disorders- 48-Physiology of Anorexia Nervosa and Bulimia Nervosa- 49-Central Nervous System Neurotransmitter Activity in Anorexia Nervosa and Bulimia Nervosa- 50-Medical Complications of Anorexia Nervosa and Bulimia Nervosa- 51-Eating Disorders in Diabetes Mellitus- 52-Eating Disorder Services- 53-Clinical Assessment of Patients with Eating Disorders- 54-Cognitive-Behavioral Therapy for Bulimia Nervosa- 55-Cognitive-Behavioral Therapy for Anorexia Nervosa- 56-Family Therapy and Eating Disorders- 57-Interpersonal Psychotherapy for Eating Disorders- 58-Pharmacological Treatment of Anorexia Nervosa and Bulimia Nervosa- 59-Day Hospital Treatment of Anorexia Nervosa and Bulimia Nervosa- 60-Inpatient Treatment and Medical Management of Anorexia Nervosa and Bulimia Nervosa- 61-Compulsory Treatment in the Management of Eating Disorders- 62-Management of Patients with Intractable Eating Disorders- 63-Psychological Treatment of Binge Eating Disorder- 64-Pharmacological Treatment of Binge Eating Disorder- 65-Self-Help Books in the Treatment of Eating Disorders- 66-Eating Disorders and the Internet- 67-Prevention of Eating Disorders- 68-Definition and Classification of Obesity- 69-A Brief History of Obesity- 70-Obesity and Quality of Life- 71-Psychological Consequences of Obesity- 72-Obesity and Body Image- 73-Binge Eating in Obese Persons- 74-A World View of the Obesity Problem- 75-Prevalence and Demographics of Obesity- 76-Epidemiology of Health Risks Associated with Obesity- 77-Epidemiology and Causes of Obesity in Children- 78-The Environment and Obesity- 79-Obesity in Minority Populations- 80-Pregnancy and Weight Gain- 81-Age and Obesity- 82-The Health Economics of Obesity and Weight Loss- 83-An Overview of the Etiology of Obesity- 84-Medical Complications of Obesity in Adults- 85-Medical Consequences of Obesity in Children and Adolescents- 86-The Metabolic Syndrome- 87-Weight Loss and Risk Factors- 88-Effects of Weight Loss on Morbidity and Mortality- 89-Metabolic Effects of Exercise in Overweight Individuals- 90-Social and Psychological Effects of Weight Loss- 91-Goals of Obesity Treatment- 92-Clinical Assessment of Obese Patients- 93-Exercise in the Management of Obesity- 94-Behavioral Treatment for Obesity- 95-Meal Replacements in the Treatment of Obesity- 96-Very-Low-Calorie Diets- 97-Popular Diets- 98-Commercial and Self-Help Weight Loss Programs- 99-Current Pharmacological Treatments for Obesity- 100-Pharmacological Treatments on the Horizon- 101-Surgery for Obesity: Procedures and Weight Loss- 102-Surgery for Obesity: Psychosocial and Medical Outcomes- 103-Management of Obesity in Children- 104-Treatment of Obesity in Patients with Type 2 Diabetes- 105-Weight Loss Programs for Minority Populations- 106-Characteristics of Successful Weight Maintainers- 107-Improving Maintenance in Behavioral Treatment- 108-The Management of Body Image Problems- 109-Nondieting Approaches- 110-Obesity and the Internet- 111-Public Health Approaches to the Management of Obesity- 112-Public Policy and the Prevention of Obesity- -Index…”

Tabla de Contenidos: “…Analytics -- Identity in the blockchain -- Introduction to the business landscape -- Analytics -- Redefining the art business with blockchain -- Introduction to the business landscape -- Data extraction -- Floor price and wash trading -- A word on anti-money laundering (AML) practices -- Summary -- Further reading -- Chapter 5: Exploring Analytics on DeFi -- Technical requirements -- Stablecoins and other tokens -- Understanding tokens, native assets, and the ERC-20 data structure -- Hands-on example -- Understanding DEX -- Hands-on example - pools and AMM -- DEX aggregators -- Lending and borrowing services on Web3 -- Flash loans -- A note on protocol bad debt -- Multichain protocols and cross-chain bridges -- Hands-on example - Hop bridge -- Summary -- Further reading -- Part 2 Web3 Machine Learning Cases -- Chapter 6: Preparing and Exploring Our Data -- Technical requirements -- Data preparation -- Hex values -- Checksum -- Decimal treatment -- From Unix timestamps to datetime formats -- Evolution of smart contracts -- Exploratory Data Analysis -- Summarizing data -- Outlier detection -- Summary -- Further reading -- Chapter 7: A Primer on Machine Learning and Deep Learning -- Technical requirements -- Introducing machine learning -- Building a machine learning pipeline -- Model -- Training -- Underfitting and overfitting -- Prediction and evaluation -- Introducing deep learning -- Model preparation -- Model building -- Training and evaluating a model -- Summary -- Further reading -- Chapter 8: Sentiment Analysis - NLP and Crypto News -- Technical requirements -- Example datasets -- Building our pipeline -- Preparation -- Model building -- Training and evaluation -- ChatGPT integration -- Summary -- Further reading -- Chapter 9: Generative Art for NFTs -- Technical requirements -- Creating with colors - colorizing -- Hands-on Style2Paints…”