Tabla de Contenidos: “…-- The concept of Coefficient of Determination for Statistical Validity -- Regression with Pleasure from Microsoft Excel -- Explanation on the Output -- Item of interest on the ANOVA output -- Multiple Linear Regression Model -- 10.5 Chapter Summary -- Glossary -- Review Questions -- Answers to Review Questions -- Practice Problems -- 2. …”

Tabla de Contenidos: “…Chapter Summary -- Answers to Self-Test Exercises -- Programming Projects -- Chapter 3 Flow of Control -- 3.1 BRANCHING MECHANISM -- if-else Statements -- Omitting the else -- Compound Statements -- TIP: Placing of Braces -- Nested Statements -- Multiway if-else Statement -- Example: State Income Tax -- The switch Statement -- PITFALL: Forgetting a break in a switch Statement -- The Conditional Operator -- 3.2 BOOLEAN EXPRESSIONS -- Simple Boolean Expressions -- PITFALL: Using = in Place of == -- PITFALL: Using == with Strings -- Lexicographic and Alphabetic Order -- Building Boolean Expressions -- PITFALL: Strings of Inequalities -- Evaluating Boolean Expressions -- TIP: Naming Boolean Variables -- Short-Circuit and Complete Evaluation -- Precedence and Associativity Rules -- 3.3 LOOPS -- while Statement and do-while Statement -- Algorithms and Pseudocode -- Example: Averaging a List of Scores -- The for Statement -- The Comma in for Statements -- TIP: Repeat N Times Loops -- PITFALL: Extra Semicolon in a for Statement -- PITFALL: Infinite Loops -- Nested Loops -- The break and continue Statements -- The exit Statement -- 3.4 DEBUGGING -- Loop Bugs -- Tracing Variables -- General Debugging Techniques -- Example: Debugging an Input Validation Loop -- Preventive Coding -- Assertion Checks -- 3.5 RANDOM NUMBER GENERATION -- The Random Object -- The Math.random() Method -- Chapter Summary -- Answers to Self-Test Exercises -- Programming Projects -- Chapter 4 Defining Classes I -- 4.1 CLASS DEFINITIONS -- Instance Variables and Methods -- More about Methods -- TIP: Any Method Can Be Used as a void Method -- Local Variables -- Blocks -- TIP: Declaring Variables in a for Statement -- Parameters of a Primitive Type -- PITFALL: Use of the Terms "Parameter" and "Argument" -- Simple Cases with Class Parameters -- The this Parameter…”

Tabla de Contenidos: “…CloudTrail Logs -- X-Ray -- X-Ray Traces -- X-Ray Insights -- Flow Logs -- Baseline Network Performance -- Inspector -- Application Insights -- Config -- Summary -- Exam Essentials -- Written Labs -- Written Lab 5.1: Enable CloudWatch Detailed Monitoring for an Instance That Has Already Been Enabled -- Written Lab 5.2: Enable CloudWatch Logging from the Web Console -- Written Lab 5.3: Enable CloudWatch Alarms from the Web Console -- Written Lab 5.4: Create a VPC Reachability Analyzer from the Web Console -- Review Questions -- Part II Network Implementation -- Chapter 6 Hybrid Networking -- Hybrid Connectivity -- OSI Layer 1 -- Optics -- OSI Layer 2 -- VLANs -- Link Aggregation -- Jumbo Frames -- Encapsulation and Encryption -- Overlay and Underlay Networks -- VxLan -- Generic Routing Encapsulation -- IPSec -- GENEVE -- Routing Fundamentals -- Static Routing -- Dynamic Routing -- The BGP Routing Protocol -- Direct Connect -- Direct Connect Gateway -- Virtual Private Gateway -- Site-to-Site VPN -- VPN CloudHub -- AWS Account Resource Sharing -- Summary -- Exam Essentials -- Exercises -- Written Labs -- Written Lab 6.1: Simulate Creating a Direct Connection -- Written Lab 6.2: Simulate Creating a Site-to-Site VPN Connection -- Review Questions -- Chapter 7 Connecting On-Premises Networks -- On-Premises Network Connectivity -- VPNs -- VPN Security -- Accelerated Site-to-Site VPN Connections -- Layer 1 and Types of Hardware to Use -- Direct Connect -- Direct Connect Locations -- Letter of Authorization Documents -- Layer 2 and Layer 3 -- Switching -- Routing -- Gateways -- Software-Defined Networking -- Transit Gateway -- PrivateLink -- Resource Access Manager -- Testing and Validating Connectivity Between Environments -- Route Analyzer -- Reachability Analyzer -- ICMP ping -- traceroute -- Summary -- Exam Essentials -- Written Labs…”

Tabla de Contenidos: “…Data Modeling with Machine Learning -- Usage -- Summary -- Exam Essentials -- Review Questions -- Chapter 6 Create and Manage Batch Processing and Pipelines -- Design and Develop a Batch Processing Solution -- Design a Batch Processing Solution -- Develop Batch Processing Solutions -- Create Data Pipelines -- Handle Duplicate Data -- Handle Missing Data -- Handle Late-Arriving Data -- Upsert Data -- Configure the Batch Size -- Configure Batch Retention -- Design and Develop Slowly Changing Dimensions -- Design and Implement Incremental Data Loads -- Integrate Jupyter/IPython Notebooks into a Data Pipeline -- Revert Data to a Previous State -- Handle Security and Compliance Requirements -- Design and Create Tests for Data Pipelines -- Scale Resources -- Design and Configure Exception Handling -- Debug Spark Jobs Using the Spark UI -- Implement Azure Synapse Link and Query the Replicated Data -- Use PolyBase to Load Data to a SQL Pool -- Read from and Write to a Delta Table -- Manage Batches and Pipelines -- Trigger Batches -- Schedule Data Pipelines -- Validate Batch Loads -- Implement Version Control for Pipeline Artifacts -- Manage Data Pipelines -- Manage Spark Jobs in a Pipeline -- Handle Failed Batch Loads -- Summary -- Exam Essentials -- Review Questions -- Chapter 7 Design and Implement a Data Stream Processing Solution -- Develop a Stream Processing Solution -- Design a Stream Processing Solution -- Create a Stream Processing Solution -- Process Time Series Data -- Design and Create Windowed Aggregates -- Process Data Within One Partition -- Process Data Across Partitions -- Upsert Data -- Handle Schema Drift -- Configure Checkpoints/Watermarking During Processing -- Replay Archived Stream Data -- Design and Create Tests for Data Pipelines -- Monitor for Performance and Functional Regressions…”

Tabla de Contenidos: “…Formal development -- Context model -- Machine model -- Model validation and analysis -- 6.3. Code generation in Solidity -- 7. …”

Tabla de Contenidos: “…Performance optimization -- Testing and validation -- Version control -- Security considerations -- Keep up with updates and best practices -- Summary -- Chapter 9: Workflow Automation -- Power Pages workflow -- Key components of a workflow -- The benefits of workflows in Power Pages -- Creating a notification with Dataverse Workflow -- Agile user story - creating a notification with Dataverse Workflow -- Workflow implementation -- Creating a Power Pages workflow button -- Agile user story - creating a workflow button for incident status -- Workflow implementation -- Best practices for processes and automation -- Summary -- Chapter 10: Power Pages and Cloud Flows -- The key features of Power Automate in Power Pages -- Integration with Power Automate -- Use case - automating email notifications for timesheet approvals -- Acceptance criteria -- Cloud flow triggered by Dataverse -- Designing a notification cloud flow -- Implementation -- Cloud flow integrated with Power Pages -- Design -- Implementation -- Web template JavaScript -- Summary -- Chapter 11: Charts, Dashboards, and Power BI -- Understanding charts and dashboards -- Exploring chart types and use cases -- The role of dashboards in business performance -- Leveraging Liquid chart tags for custom web templates -- Demonstrating how to create custom web templates -- Agile user story - creating custom web templates with Liquid chart tags -- The flexibility of Liquid chart tags -- Embedding Microsoft Dataverse charts in Power Pages -- Step-by-step guide on embedding Microsoft Dataverse Charts -- Data for charts -- Understanding different data retrieval methods -- Best practices for data preparation and organization -- Ensuring data accuracy and real-time updates -- Designing visually appealing charts and dashboards -- Creating interactive dashboards with Power BI…”

Tabla de Contenidos: “…Chapter 5: Developing Solutions That Use Cosmos DB Storage -- Introduction to NoSQL Solution -- Understanding the Benefits of NoSQL Databases -- Exploring Azure NoSQL Platforms -- Developing a Solution for Azure Table Storage -- The Structure of an Azure Table Storage Account -- Exercise 1: Provisioning a Storage Account -- Querying Azure Table Storage with a RESTful Interface -- Summary of Azure Table Storage -- Developing a Solution for Azure Cosmos DB -- Exploring Cosmos DB APIs -- Azure Cosmos DB for Table -- Azure Cosmos DB for MongoDB -- Azure Cosmos DB for Apache Cassandra -- Azure Cosmos DB for Apache Gremlin -- Azure Cosmos DB for PostgreSQL -- Azure Cosmos DB for NoSQL -- Provisioning -- Exercise 2: Using the Azure CLI to Provision Cosmos DB -- High Availability -- Consistency Levels -- Networking Settings -- Encryption Settings -- Backups and Recovery -- Partitions -- Indexing -- Time to Live -- Inserting and Querying Documents -- Connecting to a Cosmos DB Account from Code -- User-Defined Functions -- Stored Procedures -- Triggers -- Leveraging a Trigger Validation from Code -- The Cosmos DB REST API -- Optimistic Concurrency -- Leveraging a Change Feed for App Integration -- Processing the Change Feed from Code -- Optimizing Database Performance and Costs -- Summary -- Further Reading -- Exam Readiness Drill - Chapter Review Questions -- Chapter 6: Developing Solutions That Use Azure Blob Storage -- Exploring Azure Storage Accounts -- Provisioning an Azure Storage Account -- The Structure of Azure Blob Storage -- High Availability and Durability -- Performance Levels -- Pricing Models -- Storage Access Tiers -- Blob Types -- Leveraging the Azure CLI to Provision an Azure Storage Account -- Exercise 1: Creation and Configuration of Resources -- Data Protection -- Static Websites -- Exercise 2: Static Websites…”

Tabla de Contenidos: “…Using a Flask server to run predictions -- Creating a model microservice -- Serving a PyTorch model using TorchServe -- Installing TorchServe -- Launching and using a TorchServe server -- Exporting universal PyTorch models using TorchScript and ONNX -- Understanding the utility of TorchScript -- Model tracing with TorchScript -- Model scripting with TorchScript -- Running a PyTorch model in C++ -- Using ONNX to export PyTorch models -- Serving PyTorch models in the cloud -- Using PyTorch with AWS -- Serving a PyTorch model using an AWS instance -- Using TorchServe with Amazon SageMaker -- Serving PyTorch models on Google Cloud -- Serving PyTorch models with Azure -- Working with Azure's DSVMs -- Discussing Azure Machine Learning Service -- Summary -- Reference list -- Chapter 14: PyTorch on Mobile Devices -- Deploying a PyTorch model on Android -- Converting the PyTorch model to a mobile-friendly format -- Setting up the Android app development environment -- Using the phone camera in the Android app to capture images -- Enabling the camera during app startup -- Handling camera permissions in Android -- Opening the camera for image capture -- Capturing images using the phone camera -- Running ML model inference on camera-captured images -- Validating the ML model binary path -- Performing image classification on camera-captured images -- Launching the app on an Android mobile device -- Building PyTorch apps on iOS -- Setting up the iOS development environment -- Using a phone camera in the iOS app to capture images -- Running ML model inference on camera-captured images -- Summary -- Reference list -- Chapter 15: Rapid Prototyping with PyTorch -- Using fastai to set up model training in a few minutes -- Setting up fastai and loading data -- Training an MNIST model using fastai -- Evaluating and interpreting the model using fastai…”

“…These studies open a much needed debate advocating the necessity of the independent validation of linguistic hypotheses. This research exemplifies how such a validation should be conducted by determining which forms underlie the analyses and extracting those observations that are considered to be objective. …”

“…In recent years, a considerable amount of effort has been devoted, both in industry and academia, to the development, validation and verification of critical systems, i.e. those systems whose malfunctions or failures reach a critical level both in terms of risks to human life as well as having a large economic impact.Certifications of Critical Systems – The CECRIS Experience documents the main insights on Cost Effective Verification and Validation processes that were gained during work in the European Research Project CECRIS (acronym for Certification of Critical Systems). …”

“…The author proposes that the focus needs to shift to validation of protocols for approaching case questions, rather than on validation of systems or general approaches. …”

“…A new design methodology for oleo-pneumatic landing gear drop impact dynamics is presented as well as its experimental validation. The design of a nonlinear dynamic inversion (NDI)-based disturbance rejection control on a tailless aircraft is presented, including its validation using wind tunnel tests…”

“…This can reduce time spent validating designs and more quickly reach a final design for manufacturing. …”

“…In this course, I will demonstrate how developers can create Bootstrap-based Angular forms where users can provide validation features so users can store their data in the database, after which, that they can show their data in the grid. …”

Tabla de Contenidos:

Tabla de Contenidos: “…Prediction performance and validation of predicted interactions -- 5.2. Enrichment analysis of predicted human binding partners -- 6. …”

Tabla de Contenidos: “…Materials and Methods -- 2.1 Data collection -- 2.2 K-mer selection -- 2.3 NGS pipeline and k-mer extraction -- 2.4 Data cleaning -- 2.5 Normalization of k-mer frequencies -- 2.6 Copy number segregation and cutoff selection -- 2.7 Validation of copy number -- 2.8 Survival analysis -- 2.9 Additional immune analysis -- 3. …”

Tabla de Contenidos: “…-- The Two Sides of Permissions: Sites and Groups -- Step 4: Hosted SharePoint Personal Sites -- Step 5: Office 365 Hosted Web Site -- Step 6: Exchange Online Protection -- Step 7: Data Loss Prevention -- Step 8: Compliance: eDiscovery, Search Center -- Step 9: Cleanup -- Summary -- Reference Links -- Next Steps -- Chapter 4: Setup and Migration Guide -- Configuring Office 365 -- Step 1: Validate Your Domain(s) to Microsoft -- Step 2: Add Additional Domain Name Service (DNS) Information -- Step 3: Configure Lync -- Step 4: Install PowerShell -- Step 5: Load Users and Assign Licenses -- License Assignment -- Step 6: Migrate E-mail -- Test Group or Staged Migration -- Client Configuration Changes for Test Group -- Test Group Mail Flow -- E-mail Migration -- Exchange Server - Mailbox changes -- Step 7: Set Mail Flow -- Cutover Migration…”

Tabla de Contenidos: “…Dealing with Splits Using the Adjusted Close Column -- Creating a Line Chart to Show Closing Prices -- Adding Volume as a Column Chart to the Line Chart -- Creating OHLC Charts -- Producing a High-Low-Close Chart -- Creating an OHLC Chart -- Adding Volume to a High-Low-Close Chart -- Creating Candlestick Charts -- Changing Colors in a Candlestick Chart -- Adding Volume to a Candlestick Chart -- Manually Creating a Candlestick Chart with Volume -- Creating a Candlestick Stock Chart Showing Volume and a Competitor -- Creating a Live Chart by Using a Web Connection -- Making Charts Small for Use in Dashboards -- Next Steps -- 7 Advanced Chart Techniques -- A Tool Chest of Advanced Charting Techniques -- Mixing Two Chart Types on a Single Chart -- Moving Charts from One Worksheet to Another -- Using Shapes to Annotate a Chart -- Making Columns or Bars Float -- Using a Rogue XY Series to Label the Vertical Axis -- Converting a Series to Gridlines -- Showing Several Charts on One Chart by Using a Rogue XY Series -- Using Multiple XY Series to Create a Trellis Chart -- Creating Dynamic Charts -- Using the OFFSET Function to Specify a Range -- Using VLOOKUP or MATCH to Find a Value in a Table -- Combining INDEX and MATCH -- Using Validation Drop-Downs to Create a Dynamic Chart -- Using Dynamic Ranges in a Chart -- Creating a Scrolling Chart -- Modifying the Scrollbar Example to Show the Last 12 Months -- Creating Advanced Charts -- Thermometer Chart -- Benchmark Chart -- Delta Chart -- Amazing Things People Do with Excel Charts -- Next Steps -- 8 Creating and Using Pivot Charts -- Creating Your First Pivot Chart -- What's New in Excel 2007 Pivot Tables -- Deciding Which Comes First: The Table or the Chart -- Rules for Preparing Underlying Pivot Data -- Creating Your First Pivot Chart -- Changing the Chart Type and Formatting the Chart…”

Tabla de Contenidos: “…Process Choreographer as a Web services router -- 6.1 Introducing Process Choreographer -- 6.2 Overview of implemented scenarios -- 6.3 Creating a development and runtime environment -- 6.3.1 Business process container setup -- 6.3.2 Business process container validation -- 6.4 Scenario 1: Invoking a collaboration -- 6.4.1 Overview and implementation steps -- 6.4.2 Importing and tailoring the WSDL -- 6.4.3 Creating the SOAP process -- 6.4.4 Creating the JMS process -- 6.4.5 Testing in the Unit Test Environment -- 6.4.6 Testing in WebSphere Application Server Enterprise -- 6.5 Scenario 2: Invoking a WebSphere Business Integration Adapter -- 6.6 Scenario 3: Invoking a message flow -- 6.7 Summary -- Appendix A. …”