Tabla de Contenidos: “…Developing interaction through shared musical experiences: A strategy to enhance and validate the descriptive approach, J Hooper. 19. Autistic children: the influence of maternal involvement in therapy, P Muller and A Warwick. 20. …”

Tabla de Contenidos: “…Sickel, Eric Banilower, Janet Carlson & Jan van DrielChapter 15 Science teacher PCK learning progressions: Promises and challenges, Patricia Friedrichsen & Amanda BerryChapter 16 Gathering evidence for the validity of PCK measures: Connecting ideas to analytic approaches, Sophie Kirschner, Joseph Taylor, Marissa Rollnick, Andreas Borowski, Elizabeth MavhungaSection 4: Provocations and closing thoughtsChapter 17 Re-examining PCK: A personal commentary, Richard F GunstoneAbout the Contributors Index…”

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…”

Tabla de Contenidos:

Tabla de Contenidos: “…Configuration tasks -- 3.1 Configuration tasks overview -- 3.2 OSA-ICC quick start -- 3.3 OSA-ICC working example -- 3.4 OSA-Express feature configuration panels -- 3.4.1 OSA-Express configuration steps for OSA-ICC -- 3.4.2 OSA-Express Advanced Facilities for OSA-ICC -- 3.4.3 OSA-ICC server configuration -- 3.4.4 OSA-ICC sessions configuration -- 3.4.5 OSA-ICC configuration validation -- 3.4.6 OSA-ICC configuration source file export, edit, import, and validate -- 3.4.7 OSA-ICC configuration activation -- Chapter 4. …”

Tabla de Contenidos: “…-- Use Analogies to Sort Out Difficult Concepts and Ideas -- Choose Familiar Models of Reference -- Check the Internal Consistency of A and B -- Ensure That the Comparison Between A and B Is Valid -- Chapter 19: Listen for Imagination -- What Is Imagination? …”

Tabla de Contenidos: “…-- Certification Exam Policies -- Tips for Taking Your Cloud+ Exam -- Cloud+ Exam Renewal -- CompTIA Cloud+ Study Guide: Exam CV0-003 Objective Map -- 1.0 Cloud Architecture and Design -- 2.0 Security -- 3.0 Deployment -- 4.0 Operations and Support -- 5.0 Troubleshooting -- Reader Support for This Book -- Assessment Test -- Answers to Assessment Test -- Chapter 1 Introducing Cloud Computing Configurations and Deployments -- Introducing Cloud Computing -- Virtualization -- Cloud Service Models -- Cloud Reference Designs and Delivery Models -- Introducing Cloud Concepts and Components -- Connecting the Cloud to the Outside World -- Deciding Whether to Move to the Cloud -- Selecting Cloud Compute Resources -- Hypervisor Affinity Rules -- Validating and Preparing for the Move to the Cloud -- Choosing Elements and Objects in the Cloud -- Internet of Things -- Machine Learning/Artificial Intelligence (AI) -- Creating and Validating a Cloud Deployment -- The Cloud Shared Resource Pooling Model -- Organizational Uses of the Cloud -- Scaling and Architecting Cloud Systems Based on Requirements -- Understanding Cloud Performance -- Delivering High Availability Operations -- Managing and Connecting to Your Cloud Resources -- Is My Data Safe? …”

Tabla de Contenidos: “…Simulated models of BMAP/G/c type queues -- 2.5.1. Simulated model validation using MAP/M/c type queues -- 2.5.2. Simulated model validation using MAP/PH/1 type queues -- 2.5.3. …”

Tabla de Contenidos: “…-- Object Extensibility Traps -- Two Basic Examples -- Duplicate Extensibility Methods -- Property Descriptor Traps -- Blocking Object.defineProperty() -- Descriptor Object Restrictions -- Duplicate Descriptor Methods -- The ownKeys Trap -- Function Proxies with the apply and construct Traps -- Validating Function Parameters -- Calling Constructors Without new…”

Tabla de Contenidos: “…12.8.4 Life Test -- 12.8.5 Characterization -- 12.8.6 Construction of the Reference Group or Mahalanobis Space -- 12.8.7 Validation of the MTS Scale -- 12.8.8 Selection of Useful Variables -- 12.9 CONCLUSIONS -- Chapter 13 Data Analytics -- 13.0 INTRODUCTION -- 13.1 DATA AND ANALYTICS AS KEY RESOURCES -- 13.1.1 Different Types of Analytics -- 13.1.2 Requirements for Executing Analytics -- 13.1.3 Process of Executing Analytics -- 13.2 DATA INNOVATION -- 13.2.1 Big Data -- 13.2.2 Big Data Analytics -- 13.2.3 Big Data Analytics Operating Model -- 13.2.4 Big Data Analytics Projects: Examples -- 13.3 CONCLUSIONS -- Chapter 14 Building a Data Quality Practices Center -- 14.0 INTRODUCTION -- 14.1 BUILDING A DQPC -- 14.2 CONCLUSIONS -- Appendix A EQUATIONS FOR SIGNAL-TO-NOISE (S/N) RATIOS -- Appendix B MATRIX THEORY: RELATED TOPICS -- Appendix C SOME USEFUL ORTHOGONAL ARRAYS -- Index of Terms and Symbols -- References -- Index…”

Tabla de Contenidos: “…. -- See also -- Chapter 3: Message Validation -- Introduction -- Modeling the events -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Setting up the project -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Reading from Kafka -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Writing to Kafka -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Running ProcessingApp -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Coding the validator -- Getting ready -- How to do it... -- There's more... -- See also -- Running the validator -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Chapter 4: Message Enrichment -- Introduction -- Geolocation extractor -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Geolocation enricher -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Currency price extractor -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Currency price enricher -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also…”

Tabla de Contenidos: “…Deploying smart contracts -- The DAO -- Advances in smart contract technology -- Solana Sealevel -- Digital Asset Modeling Language -- Summary -- Chapter 9 : Ethereum Architecture -- Introducing Ethereum -- Cryptocurrency -- Keys and addresses -- Accounts -- Transactions and messages -- MPTs -- Transaction components -- Recursive Length Prefix -- Gas -- Transaction types -- Simple transactions -- Contract creation transactions -- Message call transactions -- Messages -- Transaction validation and execution -- State and storage in the Ethereum blockchain -- The world state -- The account state -- Transaction receipts -- Ethereum virtual machine -- Execution environment -- The machine state -- Blocks and blockchain -- The genesis block -- Block validation, finalization, and processing -- Block difficulty mechanism -- Nodes and miners -- The consensus mechanism -- Forks in the blockchain -- The Ethereum network -- Main net -- Test nets -- Private nets -- Precompiled smart contracts -- Programming languages -- Solidity -- Runtime bytecode -- Opcodes -- Wallets and client software -- Wallets -- Geth -- Light clients -- Supporting protocols -- Whisper -- Swarm -- Summary -- Chapter 10 : Ethereum in Practice -- Ethereum payments -- Innovations in Ethereum -- Difficulty time bomb -- EIP-1559 -- The merge and upcoming upgrades -- Programming with Geth -- Installing and configuring the Geth client -- Creating a Geth new account -- Querying the blockchain using Geth -- Geth console -- Geth attach -- Geth JSON RPC API -- Setting up a development environment -- Connecting to test networks -- Creating a private network -- Starting up the private network -- Experimenting with the Geth JavaScript console -- Mining and sending transactions -- Introducing Remix IDE -- Interacting with the Ethereum Blockchain with MetaMask -- Installing MetaMask…”

Tabla de Contenidos: “…Building future-proof extendable and reusable architecture -- Ensuring architectural interoperability and portability -- Making applications interoperable -- Making applications portable -- Applying automation everywhere -- Plan for business continuity -- Design for operation -- Overcoming architectural constraints -- Taking the MVP approach -- Summary -- Chapter 3: Cloud Migration and Cloud Architecture Design -- Public, private, and hybrid clouds -- Solution architecture in the public cloud -- The public cloud architecture -- Popular public cloud providers -- Cloud-native architecture -- Designing cloud-native architecture -- Creating a cloud migration strategy -- Lift and shift migration -- Rehost -- Replatform -- Relocate -- The cloud-native approach -- Refactor -- Repurchase -- Retain or retire -- Retain -- Retire -- Choosing a cloud migration strategy -- Steps for cloud migration -- Discovering your portfolio and workloads -- Analyzing the information -- Creating a migration plan -- Designing the application -- Executing application migration to the cloud -- Data migration -- Server migration -- Integrating, validating, and cutover -- Validation -- Integration -- The cutover process -- Operating the cloud application -- Application optimization in the cloud -- Creating a hybrid cloud architecture -- Taking a multi-cloud approach -- Implementing CloudOps -- CloudOps pillars -- Summary -- Further reading -- Chapter 4: Solution Architecture Design Patterns -- Building an n-tier layered architecture -- The web layer -- The application layer -- The database layer -- Creating a multi-tenant SaaS-based architecture -- Understanding service-oriented architecture -- RESTful web service architecture -- Building a RESTful-architecture-based e-commerce website -- Building a cache-based architecture…”

Tabla de Contenidos: “…Visualizing BigQuery data using Looker Studio -- Creating the right visualizations -- Hands-on exercise - creating visualizations with Looker Studio -- Commonly created charts -- Calculations in visualization tools -- Data quality discovery while creating visualizations -- Filtering data in visualizations -- Integrating other visualization tools with BigQuery -- Summary -- Further reading -- Part 3: Data Preparation with BigQuery -- Chapter 8: An Overview of Data Preparation Tools -- Technical requirements -- Getting started with data preparation -- Clearly defining your data preparation goals -- Evaluating your current data quality -- Data cleaning and transformation -- Validating prepared data -- Data preparation approaches -- Data preparation tools -- Visual data preparation tools -- Query and code-based tools -- Automated data preparation -- Summary -- Further reading -- Chapter 9: Cleansing and Transforming Data -- Technical requirements -- Using ELT for cleansing and transforming data -- Assessing dataset integrity -- The shape of the dataset -- Skew of the dataset -- Data profiling -- Data validation -- Data visualization -- Using SQL for data cleansing and transformation -- SQL data cleansing strategies and examples -- SQL data transformation strategies and examples -- Writing query results -- Using Cloud Dataprep for visual cleansing and transformation -- Summary -- Further reading -- Chapter 10: Best Practices for Data Preparation, Optimization, and Cost Control -- Technical requirements -- Data preparation best practices -- Understanding your data and business requirements -- Denormalizing your data -- Optimizing schema design -- Considering nested and repeated fields -- Using correct data types -- Data cleansing and validation -- Partitioning and clustering -- Optimizing data loading -- Best practices for optimizing storage…”

Tabla de Contenidos: “…Using API specifications in Postman -- Creating a mock server -- Validating requests -- Summary -- Chapter 4: Considerations for Good API Test Automation -- Technical requirements -- Exploratory and automated testing -- Exercise - considerations for good API test automation -- Writing good automation -- Types of API tests -- Organizing and structuring tests -- Creating the test structure -- Organizing the tests -- Environments -- Collection variables -- Choosing a variable scope -- Exercise - using variables -- Creating maintainable tests -- Using logging -- Test reports -- Creating repeatable tests -- Summary -- Chapter 5: Understanding Authorization Options -- Understanding API security -- Authorization in APIs -- Authentication in APIs -- API security in Postman -- Getting started with authorization in Postman -- Using Basic Auth -- Using bearer tokens -- Using API keys -- Using AWS Signature -- Using OAuth -- Setting up OAuth 2.0 in Postman -- OAuth 1.0 -- Digest authentication -- Hawk authentication -- Using NTLM authentication -- Using Akamai EdgeGrid -- Handling credentials in Postman safely -- Summary -- Chapter 6: Creating Test Validation Scripts -- Technical requirements -- Checking API responses -- Checking the status code in a response -- Using the pm.test method -- Using Chai assertions in Postman -- Try it out -- Checking the body of a response -- Checking whether the response contains a given string -- Checking JSON properties in the response -- Try it out -- Checking headers -- Custom assertion objects in Postman -- Creating your own tests -- Try it out -- Creating folder and collection tests -- Cleaning up after tests -- Setting up pre-request scripts -- Using variables in pre-request scripts -- Passing data between tests -- Building request workflows -- Looping over the current request -- Running requests in the collection runner…”

Tabla de Contenidos: “…-- Defining VMware HCX network segments -- HCX appliance IP requirements -- HCX port requirements -- Benefits of extending the L2 network to AVS -- Summary -- Chapter 4: Deploying an Azure VMware Solution Cluster -- Prerequisites to deploy AVS -- Registering the AVS resource provider -- Deploying an AVS cluster -- The basic information needed to deploy AVS -- AVS deployment validation -- Connecting AVS to your Azure infrastructure -- Validating the connection between AVS and Azure -- Connecting AVS to your on-premises environment -- Creating an ExpressRoute authorization key on your on-premises ExpressRoute circuit -- Peering AVS with your on-premises environment -- Validating the connection between AVS and on-premises -- Summary -- Chapter 5: Deploying and Configuring HCX in Azure VMware Solution -- Prerequisites for deploying HCX Advanced -- Deploying HCX Advanced using the Azure portal -- Downloading and deploying the VMware HCX Connector OVA -- Prerequisites -- Downloading the HCX Connector OVA file -- Deploying the VMware HCX Connector OVA -- Activating VMware HCX -- Configuring the on-premises HCX Connector -- Adding a site pairing -- Creating network profiles -- Creating a compute profile -- Creating a Service Mesh -- Summary -- Chapter 6: Networking in AVS using NSX-T -- Configuring DHCP for AVS -- Prerequisites -- Using the Azure portal to create a DHCP server or relay for AVS -- Adding an NSX-T segment using the Azure portal -- Adding an NSX-T segment using NSX-T Manager -- Verifying the newly created network segment -- Configuring DNS for AVS -- Configuring a DNS forwarder -- DNS name resolution verification for AVS -- Deploying a test VM and connecting it to the newly created segment…”

Tabla de Contenidos: “…Data Types -- Operators -- Conditional Expressions -- for Expressions -- splat Expressions -- Type Constraints -- The any Type -- "optional" -- Version Constraints -- Summary -- Exam Readiness Drill - Chapter Review Questions -- Chapter 7: Debugging and Troubleshooting Terraform -- Configuration Errors -- override.tf File-Related Issues -- terraform validate -- Variable-Related Issues -- Type Constraint -- Input Validation -- Variable Precedence -- State-Related Issues -- Configuration Drift -- State Conflict -- Migrating the State from One Backend to Another -- Core and Provider-Related Issues -- Module-Related Issues -- Missing Features -- Output-Related Issues -- Unsupported Argument -- Version-Related Issues -- Taking Help from the Forum -- Bug Reporting -- Gotchas -- Avoid Lists Where Possible -- Using -target in Terraform Runs -- General Tips -- Summary -- Exam Readiness Drill - Chapter Review Questions -- Chapter 8: Terraform Functions -- Technical Requirements -- Function Syntax -- Numeric Functions -- The abs() Function -- The ceil() Function -- The floor() Function -- The max() Function -- The min() Function -- The pow() Function -- The log() Function -- The signum() Function -- The parseint() Function -- String Functions -- The split() Function -- The join() Function -- The endswith() Function -- The startswith() Function -- The chomp() Function -- The substr() Function -- The strrev() Function -- The lower() Function -- The upper() Function -- The trim() Function -- The trimprefix() and trimsuffix() Functions -- The trimspace() Function -- The indent() Function -- The replace() Function -- The strcontains() Function -- The title() Function -- The format() Function -- The formatlist() Function -- The regex() Function -- The regexall() Function -- Date and Time Functions -- The timestamp() Function -- The formatdate() Function…”

Tabla de Contenidos: “…Parallel running and validation -- 8.1 Preparing to run in parallel -- 8.1.1 Validate PARMLIB members -- 8.1.2 IEFSSNxx - Subsystem definition -- 8.1.3 EDGRMMxx - DFSMSrmm options -- 8.1.4 Check the DFSMSrmm procedure -- 8.1.5 Exits -- 8.1.6 CA-Disk interface -- 8.1.7 Verify authorization and security -- 8.1.8 Prepare inventory management using EDGHSKP -- 8.1.9 Inventory and movement reporting using EDGRPTD -- 8.1.10 Catalog synchronization -- 8.1.11 Check interfaces -- 8.2 Parallel processing -- 8.3 Starting tape and inventory management -- 8.3.1 First run of EDGHSKP with PARM(VRSEL) -- 8.3.2 Disabling the journal data set -- 8.3.3 Enabling the journal data set -- 8.4 Validating DFSMSrmm operation -- 8.4.1 Data set name list of non-scratch volumes -- 8.4.2 Scratch volume lists -- 8.4.3 Inventory by location -- 8.4.4 Multifile multi-volume reports -- 8.4.5 Comparing results -- 8.4.6 Checking WTORs and messages -- 8.5 Keeping databases synchronized -- Chapter 9. …”

Tabla de Contenidos: “…Parallel running and validation -- 7.1 Preparing to run in parallel -- 7.1.1 Validate PARMLIB members -- 7.1.2 IEFSSNxx - Subsystem definition -- 7.1.3 EDGRMMxx - DFSMSrmm options -- 7.1.4 Check the DFSMSrmm procedure -- 7.1.5 Exits -- 7.1.6 CA-Disk interface -- 7.1.7 Verify authorization and security -- 7.1.8 Prepare inventory management using EDGHSKP -- 7.1.9 Inventory and movement reporting using EDGRPTD -- 7.1.10 Catalog synchronization -- 7.1.11 Check interfaces…”

Tabla de Contenidos: “…Parallel running and validation -- 8.1 Preparing to run in parallel -- 8.1.1 Validate PARMLIB members -- 8.1.2 IEFSSNxx - Subsystem definition -- 8.1.3 EDGRMMxx - DFSMSrmm options -- 8.1.4 Check the DFSMSrmm procedure -- 8.1.5 Exits -- 8.1.6 CA-Disk interface -- 8.1.7 Verify authorization and security -- 8.1.8 Prepare inventory management using EDGHSKP -- 8.1.9 Inventory and movement reporting using EDGRPTD -- 8.1.10 Catalog synchronization -- 8.1.11 Check interfaces -- 8.2 Parallel processing -- 8.3 Starting tape and inventory management -- 8.3.1 First run of EDGHSKP with PARM(VRSEL) -- 8.3.2 Disabling the journal data set -- 8.3.3 Enabling the journal data set -- 8.4 Validating DFSMSrmm operation -- 8.4.1 Data set name list of non-scratch volumes -- 8.4.2 Scratch volume lists -- 8.4.3 Inventory by location -- 8.4.4 Multifile multi-volume reports -- 8.4.5 Comparing results -- 8.4.6 Checking WTORs and messages -- 8.5 Keeping databases synchronized -- Chapter 9. …”