Tabla de Contenidos: “…-- Building an optimal Data Lineage capability -- Conclusion -- Chapter 8: Data Quality -- Data quality defined -- Data Quality Strategy -- Data quality enablement -- The value of measuring data quality -- Core capabilities -- Data profiling -- Data cleansing -- Data validation and standardization -- Data enrichment -- Feedback loops, exception handling, and issue remediation -- Building an optimal data quality capability -- Certified data -- Transparency -- Setting up data quality for success…”

“…This detailed background review paper provides a summary of the relevant literature (up to September 2001) relevant to the standardisation and validation of the rodent uterotrophic bioassay. The rodent uterotrophic bioassay is being validated as part of the OECD Test Guidelines Programme. …”

Tabla de Contenidos: “…40 -- 3 Modelling of Reactive Droplet Drying and Polymerisation 41 -- 3.1 Transport in a Reaction-Diffusion System 42 -- 3.1.1 Constant Physical Properties. 44 -- 3.1.2 Consideration of Mixture Effects . 46 -- 3.1.3 Diffusion and Reaction Driven Convection at Variable -- Molar Weights47 -- 3.1.4 Transport of Polymer - Quasi-Steady-State Assumption . 50 -- 3.1.5 Transport of Statistical Moments . 52 -- 3.2 Lumped Modelling - 0D approach 56 -- 3.2.1 General Equations for Reactive Spray Drying57 -- 3.2.2 Spray Polymerisation - Quasi-Steady-State Assumption 58 -- 3.2.3 Spray Polymerisation - Method of Moments. 59 -- 3.3 Distributed Modelling - 1D approach. 60 -- 3.3.1 General Equations of the Droplet Continuum60 -- 3.3.2 Boundary Conditions . 62 -- 3.3.3 Spray Polymerisation - QSSA66 -- 3.3.4 Spray Polymerisation - Method of Moments. 68 -- 3.4 Comparison with Existing Models 69 -- 3.5 Implementational Considerations . 70 -- 3.5.1 Implementation of the Moving Boundary Problem . 70 -- 3.5.2 Boundary Conditions . 71 -- 3.5.3 Treatment of Convection Terms . 72 -- 3.5.4 Implementation of Diffusion. 75 -- 3.6 Verification of the Transport Approach76 -- 3.6.1 Diffusion Driven Convection, Constant Properties 76 -- 3.6.2 Diffusion Driven Convection, Variable Molar Weight 79 -- 3.6.3 Diffusion Driven Convection, Excess Volumes . 82 -- 3.6.4 Reaction Induced Convection85 -- 4 Simulation of Spray Polymerisation 87 -- 4.1 Kinetics and Process Conditions . 88 -- 4.2 Lumped Simulation of Droplet Polymerisation 92 -- 4.2.1 Principle Course of the Process - -- Plain Kinetics, no Monomer Evaporation 92 -- 4.2.2 Effects of Kinetics on the Process 94 -- 4.3 Spatial Effects in Droplet Polymerisation 98 -- 4.3.1 Effect of the Diffusion Coefficient on Concentration Gradients . 99 -- 4.3.2 Inhomogeneities of the Product at Small Diffusion Coefficients, Effect of Moments' Diffusion . 102 -- 4.3.3 Effect of Monomer Evaporation . 106 -- 4.3.4 Pre-polymerisation Before Atomisation . 111 -- 4.3.5 Polymerisation at Elevated Monomer Content in the Drying Gas 116 -- 4.3.6 Influence of Non-Ideality of Activities 122 -- 4.3.7 Interaction with the drying gas125 -- 4.3.8 Applicability of the QSSA model 131 -- 4.4 Summary of Basic Findings on Droplet Polymerisation . 133 -- 4.5 Process Evaluation, Numerical DoEs. 135 -- 4.5.1 DoEs' Setup and Evaluation. 135 -- 4.5.2 Droplet Polymerisation with Solvent in the Feed 138 -- 4.5.3 Bulk Polymerisation within a Droplet 142 -- 4.5.4 Bulk Feed with Pre-Polymerisation before Atomisation . 149 -- 4.6 Discussion and Suggestions for Further Research 153 -- 5 SPH and its Application to Single Droplet Slurry Drying 155 -- 5.1 Mathematical Derivation . 156 -- 5.1.1 SPH Interpolation 156 -- 5.1.2 Integral Approximations . 159 -- 5.1.3 First Derivatives . 160 -- 5.1.4 Laplace-Operator and Divergence of Diffusive Fluxes 162 -- 5.1.5 General Second Derivatives. 165 -- 5.1.6 Choice of Kernel, Smoothing Length and Cut-off Radius 165 -- 5.1.7 Correction of the SPH Approximation 168 -- 5.2 Implementation of Boundary Conditions . 169 -- 5.2.1 Ghost Particles169 -- 5.2.2 Insertion of Boundary Conditions into SPH Equations . 171 -- 5.2.3 Repulsive Forces as Hard Sphere Boundaries172 -- 5.3 Hydrodynamics of an Incompressible Liquid in SPH173 -- 5.3.1 Continuity Equation, Density Evaluation 173 -- 5.3.2 Momentum Balance . 175 -- 5.3.3 Weakly Compressible SPH 178 -- 5.4 Incompressible SPH 179 -- 5.4.1 Boundary Conditions in ISPH182 -- 5.4.2 Boundaries by the Ghost Technique, Wall Boundaries 182 -- 5.4.3 Free Surface Boundaries in ISPH 183 -- 5.4.4 Modifications to ISPH in This Work . 184 -- 5.5 Surface Tension and Wetting . 189 -- 5.5.1 The Interparticle Force Approach 190 -- 5.5.2 The Concept of Surface-Lateral Particle Forces . 195 -- 5.6 Representation of the Solid Phase 200 -- 5.6.1 Primary Particles in the Slurry200 -- 5.6.2 Calculation of Crust Formation . 202 -- 5.7 Modelling of Drying Phenomena in SPH . 205 -- 5.7.1 Heat Conduction . 205 -- 5.7.2 Implementation of Linear Driving Force based Heat and -- Mass Transfer into SPH . 205 -- 5.7.3 Extension to the Second Drying Period . 208 -- 5.7.4 Treatment of Evaporation Concerning Particle Mass and -- Deletion 209 -- 5.7.5 Modelling of Diffusion Driven Drying Involving the Gas -- Phase . 210 -- 5.8 Time Integration 213 -- 5.8.1 Stability Criteria in Explicit Time Stepping. 214 -- 5.8.2 Time Stepping Criteria Employed in This Work and Their -- Reference Length . 216 -- 5.8.3 Implicit Solution of Diffusive Equations . 218 -- 5.8.4 Initialisation of an SPH Calculation . 220 -- 6 Validation of the SPH Implementation 221 -- 6.1 Implicit Solution of Heat Conduction. 221 -- 6.2 Heat and Mass Transfer by Linear Driving Forces 224 -- 6.2.1 Heat Transfer to a Unilaterally Heated Rod. 224 -- 6.2.2 Coupled Heat and Mass Transfer: Droplet Evaporation . 226 -- 6.3 Diffusion Driven Drying by SPH-Grid Coupling . 228 -- 6.4 SPH Flow Solver . 230 -- 6.4.1 ISPH Solution of a Standing Water Column. 230 -- 6.4.2 Free Surface Flow 231 -- 6.4.3 Surface Tension Approach of Pairwise Forces234 -- 6.4.4 Wetting Phenomena . 237 -- 7 Simulation of Structure Evolution During Drying 243 -- 7.1 Simulation of the First Drying Period243 -- 7.2 Simulation of Crust Formation 245 -- 7.2.1 Simulation of the Second Drying Period without Crust -- Formation . 245 -- 7.2.2 Crust Formation by Caught on First Touch. 247 -- 7.2.3 Crust Formation Determined by the Water Content . 249 -- 7.2.4 Effect of the Density Correction . 250 -- 7.3 Influence of Adjustable Parameters on the Structure. 251 -- 7.4 Effect of the Temperature . 256 -- 7.5 Variation of the Resolution 259 -- 7.6 Drying of a Microporous Structure 261 -- 7.7 Comments on numerical efficiency 267 -- 8 Conclusion 269 -- A Numerical Regression by Gaussian Processes 273 -- B FVM Implementation of the Droplet Polymerisation Model 277 -- C Implementational Aspects of SPH 281 -- C.1 Neighbourhood Search281 -- C.1.1 Linked List 281 -- C.1.2 Verlet List . 282 -- C.2 Performance Aspects, Memory Alignment 282.…”

“…This practical guide shows you how to validate product and company ideas through customer development research-before you waste months and millions on a product or service that no one needs or wants. …”

“…This practical guide shows you how to validate product and company ideas through customer development research—before you waste months and millions on a product or service that no one needs or wants. …”

Tabla de Contenidos: “…-- Plan Evaluation in Stages -- Back to the Basics: Test Reliability and Validity -- Test Items for Scenario-Based e-Learning -- Did I Pass the Test? …”

Tabla de Contenidos: “…4.6.1 Direction as a Trend -- 4.6.2 Validity of Operations -- 4.6.3 The Meaning of Improper OFNs -- 4.7 Summary and Further Intuitions -- References -- 5 Processing Direction with Ordered Fuzzy Numbers -- 5.1 Introduction -- 5.2 Direction Measurement Tool -- 5.2.1 The PART Function -- 5.2.2 The Direction Determinant -- 5.3 Compatibility Between OFNs -- 5.4 Inference Sensitive to Direction -- 5.4.1 Directed Inference Operation -- 5.4.2 Examples -- 5.5 Aggregation of OFNs -- 5.5.1 The Aggregation's Basic Properties -- 5.5.2 Arithmetic Mean Directed Aggregation -- 5.5.3 Aggregation for Premise Parts of Fuzzy Rules -- 5.6 Summary -- References -- 6 Comparing Fuzzy Numbers Using Defuzzificators on OFN Shapes -- 6.1 Introduction -- 6.2 Formal Approach to the Problem -- 6.3 Defuzzification Methods -- 6.3.1 Defuzzification Methods for OFN -- 6.4 Definition of Golden Ratio Defuzzification Operator -- 6.4.1 Golden Ratio for OFN -- 6.5 Golden Ratio -- 6.6 Defuzzification Conditions for GR -- 6.6.1 Normalization -- 6.6.2 Restricted Additivity -- 6.6.3 Homogeneity -- 6.7 Definition of Mandala Factor Defuzzification Operator -- 6.8 Mandala Factor -- 6.9 Defuzzification Conditions for MF -- 6.9.1 Normalization -- 6.9.2 Restricted Additivity -- 6.9.3 Homogeneity -- 6.10 Catalogue of the Shapes of Numbers in OFN Notation -- 6.11 Conclusion -- References -- 7 Two Approaches to Fuzzy Implication -- 7.1 Introduction -- 7.2 Lattice Structure and Implications on SOFNs -- 7.2.1 Step-Ordered Fuzzy Numbers -- 7.2.2 Lattice on mathcalRK -- 7.2.3 Complements and Negation on calN -- 7.2.4 Fuzzy Implication on BSOFN -- 7.2.5 Applications -- 7.3 Metasets -- 7.3.1 The Binary Tree T and the Boolean Algebra mathfrakB -- 7.3.2 General Definition of Metaset -- 7.3.3 Interpretations of Metasets -- 7.3.4 Forcing -- 7.3.5 Set-Theoretic Relations for Metasets…”

Tabla de Contenidos: “…-- Deployment variants -- Working with oc cluster up -- System requirements and prerequisites -- CentOS 7 -- macOS -- Windows -- Accessing OpenShift through a web browser -- Working with Minishift -- Working with Vagrant -- Vagrant installation -- Installing OpenShift with an all-in-one Vagrant box -- Summary -- Questions -- Further reading -- Chapter 6: OpenShift Installation -- Technical requirements -- Prerequisites -- Hardware requirements -- Overview of OpenShift installation methods -- RPM installation -- Containerized installation -- Deployment scenarios -- Environment preparation -- Docker -- SELinux -- Ansible installation -- SSH access -- Advanced installation -- OpenShift Ansible inventory -- OpenShift Ansible playbooks -- Installation -- Validation -- Summary -- Questions -- Further reading -- Chapter 7: Managing Persistent Storage…”

Tabla de Contenidos: “…. -- Configuring and using validation -- Getting ready -- How to do it... -- Chapter 14: Razor and Views -- Managing namespaces in views with ViewImports -- Getting ready -- How to do it... -- Creating a strongly typed Partial view -- Getting ready -- How to do it... -- Configuring view and area locations -- Getting ready -- How to do it... -- How it works... -- Using dependency injection in views -- Getting ready -- How to do it... -- Creating HTMLHelpers -- Getting ready -- How to do it... -- How it works... -- Chapter 15: TagHelpers and ViewComponents -- Using Environment, Script, and Link TagHelpers -- Getting ready -- How to do it... -- Using Form TagHelpers -- Getting ready -- How to do it... -- Creating TagHelpers programmatically -- Getting ready -- How to do it... -- There's more... -- Creating a reusable view component -- Getting ready -- How to do it... -- How it works... -- Creating a view component/controller class -- Getting ready -- How to do it... -- How it works... -- Chapter 16: OWIN and Middleware -- Understanding OWIN, Katana, and the new ASP.NET Core HTTP pipeline -- OWIN - an abstraction for decoupling -- Katana - the Microsoft OWIN implementation -- A new OWIN implementation with ASP.NET Core…”

Tabla de Contenidos: “…-- JSON versus XML -- JSON objects -- JSON object -- JSON array -- Primitive JSON data types -- JSON in SQL Server prior to SQL Server 2016 -- JSON4SQL -- JSON.SQL -- Transact-SQL-based solution -- Retrieving SQL Server data in JSON format -- FOR JSON AUTO -- FOR JSON PATH -- FOR JSON additional options -- Add a root node to JSON output -- Include NULL values in the JSON output -- Formatting a JSON output as a single object -- Converting data types -- Escaping characters -- Converting JSON data in a tabular format -- OPENJSON with the default schema -- Processing data from a comma-separated list of values -- Returning the difference between two table rows -- OPENJSON with an explicit schema -- Import the JSON data from a file -- JSON storage in SQL Server 2017 -- Validating JSON data -- Extracting values from a JSON text -- JSON_VALUE -- JSON_QUERY -- Modifying JSON data -- Adding a new JSON property -- Updating the value for a JSON property -- Removing a JSON property -- Multiple changes -- Performance considerations…”

Tabla de Contenidos: “…Cover -- FM -- Copyright -- Table of Contents -- Preface -- Chapter 1: Creating Your First App -- Introduction -- Creating an Android Project with Android Studio -- Exercise 1.01: Creating an Android Studio Project for Your App -- Setting Up a Virtual Device and Running Your App -- Exercise 1.02: Setting Up a Virtual Device and Running Your App on It -- The Android Manifest -- Exercise 1.03: Configuring the Android Manifest Internet Permission -- Using Gradle to Build, Configure, and Manage App Dependencies -- Project-Level build.gradle file -- App-Level build.gradle -- Exercise 1.04: Exploring how Material Design is used to theme an app -- Android Application Structure -- Exercise 1.05: Adding Interactive UI Elements to Display a Bespoke Greeting to the User -- Accessing Views in layout files -- Further Input Validation -- Activity 1.01: Producing an App to Create RGB Colors -- Summary -- Chapter 2: Building User Screen Flows -- Introduction -- The Activity Lifecycle -- Exercise 2.01: Logging the Activity Callbacks -- Saving and Restoring the Activity State -- Exercise 2.02: Saving and Restoring the State in Layouts -- Exercise 2.03: Saving and Restoring the State with Callbacks -- Activity Interaction with Intents -- Exercise 2.04: An Introduction to Intents -- Exercise 2.05: Retrieving a Result from an Activity -- Intents, Tasks, and Launch Modes -- Exercise 2.06: Setting the Launch Mode of an Activity -- Activity 2.01: Creating a Login Form -- Summary -- Chapter 3: Developing the UI with Fragments -- Introduction -- The Fragment Lifecycle -- onAttach -- onCreate -- onCreateView -- onViewCreated -- onActivityCreated -- onStart -- onResume -- onPause -- onStop -- onDestroyView -- onDestroy -- onDetach -- Exercise 3.01: Adding a Basic Fragment and the Fragment Lifecycle -- Exercise 3.02: Adding Fragments Statically to an Activity…”

Tabla de Contenidos: “…. -- Evaluating the accuracy using cross-validation -- How to do it... -- Analyzing the sentiment of a sentence -- How to do it... -- Identifying patterns in text using topic modeling -- How to do it…”

Tabla de Contenidos: “…-- Additional Hardware -- Power Supply -- Networking -- Optional Hardware -- Software Development Tools -- Windows 10 IoT Core Editions -- Windows 10 IoT Core -- Windows 10 IoT Enterprise -- Windows Server IoT 2019 -- Getting Started with Windows 10 IoT Core -- Setting Up Your Computer -- Enable Developer Mode -- Install Visual Studio Community 2019 -- Install the Windows 10 IoT Core Templates -- Validate Your Visual Studio 2019 Community Installation -- Troubleshooting Visual Studio Installation Problems -- Install the Windows 10 IoT Core Dashboard -- Getting Started with Your Board -- Tip: Be Patient and Thorough -- Tip: Downloading the .iso Image -- Tip: Use Class 10 SD Cards -- Tip: Double-Check Your Power Supply -- Raspberry Pi Configuration -- Prerequisites -- Download and Install the Image with the Windows 10 IoT Core Dashboard -- Download and Install the Image Manually -- Connecting the Hardware…”

Tabla de Contenidos: “…CSM installation scenario -- 3.1 Assumptions and planning -- 3.2 Our environment -- 3.3 Installation of the CSM management server -- 3.3.1 Installation of AIX -- 3.3.2 Apply maintenance to AIX -- 3.3.3 Installation and customization of NIM -- 3.3.4 Install and apply maintenance to the CSM server -- 3.3.5 Customize the CSM server -- 3.4 Installation of nodes -- 3.4.1 Define nodes to CSM -- 3.4.2 Node definition -- 3.4.3 Create nodegroups -- 3.4.4 Validate hardware control -- 3.4.5 Get adapter information -- 3.5 Set up cluster file management -- 3.6 NIM steps -- 3.6.1 Define NIM clients -- 3.6.2 NIM machine groups -- 3.6.3 NIM CSM preparation -- 3.6.4 Add OpenSSL and OpenSSH bundles -- 3.6.5 NIM resource allocation -- 3.7 Network boot node -- 3.7.1 Verify resources -- 3.7.2 Initiate netboot -- 3.7.3 Monitoring the install -- 3.8 Integration of Linux pSeries nodes -- 3.8.1 Check the node software -- 3.8.2 Copy Linux packages to the correct directory -- 3.8.3 Verify node definitions -- 3.8.4 Create CSM node groups -- 3.8.5 Set up the cluster configuration -- 3.8.6 Add Linux nodes to the cluster -- 3.8.7 Verify nodes…”

Tabla de Contenidos: “…4.1 Ingesting the Bing COVID-19 open dataset -- 4.2 Introducing Azure Data Factory -- 4.2.1 Setting up the data source -- 4.2.2 Setting up the data sink -- 4.2.3 Setting up the pipeline -- 4.2.4 Setting up a trigger -- 4.2.5 Orchestrating with Azure Data Factory -- 4.3 DevOps for Azure Data Factory -- 4.3.1 Deploying Azure Data Factory from Git -- 4.3.2 Setting up access control -- 4.3.3 Deploying the production data factory -- 4.3.4 DevOps for the Azure Data Factory recap -- 4.4 Monitoring with Azure Monitor -- Summary -- Part 2 Workloads -- 5 Processing -- 5.1 Data modeling techniques -- 5.1.1 Normalization and denormalization -- 5.1.2 Data warehousing -- 5.1.3 Semistructured data -- 5.1.4 Data modeling recap -- 5.2 Identity keyrings -- 5.2.1 Building an identity keyring -- 5.2.2 Understanding keyrings -- 5.3 Timelines -- 5.3.1 Building a timeline view -- 5.3.2 Using timelines -- 5.4 Continuous data processing -- 5.4.1 Tracking processing functions in Git -- 5.4.2 Keyring building in Azure Data Factory -- 5.4.3 Scaling out -- Summary -- 6 Analytics -- 6.1 Structuring storage -- 6.1.1 Providing development data -- 6.1.2 Replicating production data -- 6.1.3 Providing read-only access to the production data -- 6.1.4 Storage structure recap -- 6.2 Analytics workflow -- 6.2.1 Prototyping -- 6.2.2 Development and user acceptance testing -- 6.2.3 Production -- 6.2.4 Analytics workflow recap -- 6.3 Self-serve data movement -- 6.3.1 Support model -- 6.3.2 Data contracts -- 6.3.3 Pipeline validation -- 6.3.4 Postmortems -- 6.3.5 Self-serve data movement recap -- Summary -- 7 Machine learning -- 7.1 Training a machine learning model -- 7.1.1 Training a model using scikit-learn -- 7.1.2 High spender model implementation -- 7.2 Introducing Azure Machine Learning -- 7.2.1 Creating a workspace -- 7.2.2 Creating an Azure Machine Learning compute target…”

Tabla de Contenidos: “…Writing Rules -- SecRule syntax -- Variables and collections -- The transaction collection -- Storing data between requests -- Examining several variables -- Quotes: Sometimes you need them and sometimes you don't -- Creating chained rules -- Rule IDs -- An introduction to regular expressions -- Examples of regular expressions -- More about regular expressions -- Using @rx to block a remote host -- Simple string matching -- Matching numbers -- More about collections -- Counting items in collections -- Filtering collection fields using a regular expression -- Built-in fields -- Transformation functions -- Other operators -- Set-based pattern matching with @pm and @pmFromFile -- @pmFromFile -- Performance of the phrase matching operators -- Validating character ranges -- Phases and rule ordering -- Actions-what to do when a rule matches -- Allowing requests -- Blocking requests -- Taking no action but continuing rule processing -- Dropping requests -- Redirecting and proxying requests -- SecAction -- Using the ctl action to control the rule engine -- How to use the ctl action…”

Tabla de Contenidos: “…. -- See also -- Enabling validation layers -- How to do it... -- How it works... -- See also -- Connecting with a Vulkan Loader library -- How to do it... -- How it works... -- See also -- Preparing for loading Vulkan API functions -- How to do it... -- How it works... -- See also -- Loading functions exported from a Vulkan Loader library -- How to do it... -- How it works... -- See also -- Loading global-level functions -- How to do it... -- How it works... -- See also -- Checking available Instance extensions -- How to do it... -- How it works... -- See also -- Creating a Vulkan Instance -- How to do it... -- How it works... -- See also -- Loading instance-level functions -- How to do it... -- How it works... -- See also -- Enumerating available physical devices -- How to do it... -- How it works... -- See also -- Checking available device extensions -- How to do it... -- How it works... -- See also -- Getting features and properties of a physical device -- How to do it... -- How it works... -- See also -- Checking available queue families and their properties -- How to do it... -- How it works... -- See also -- Selecting the index of a queue family with the desired capabilities -- How to do it... -- How it works... -- See also -- Creating a logical device -- Getting ready -- How to do it... -- How it works... -- See also -- Loading device-level functions -- How to do it... -- How it works... -- See also -- Getting a device queue -- How to do it... -- How it works... -- See also…”

Tabla de Contenidos: “…-- Service Monitoring -- Protected Network -- Cluster-Aware Updating -- Where to Implement High Availability -- Configuring a Hyper-V Cluster -- Cluster Network Requirements and Configurations -- Performing Cluster Validation -- Creating a Cluster -- Creating Clusters with SCVMM -- Using Cluster Shared Volumes -- Making a Virtual Machine a Clustered Virtual Machine -- Live Migration -- Windows Server 2012 Live Migration Enhancements -- Live Storage Move -- Shared Nothing Live Migration -- Configuring Constrained Delegation -- Initiating Simultaneous Migrations Using PowerShell -- Windows Server 2012 R2 Live Migration Enhancements -- Dynamic Optimization and Resource Balancing -- The Bottom Line -- Chapter 8 Hyper-V Replica and Cloud Orchestration -- The Need for Disaster Recovery and DR Basics…”

Tabla de Contenidos: “…-- Exporting Data from Other Programs -- Importing External Data into Excel -- Importing data from an Access table -- Importing data from a Word table -- Introducing text file importing -- Importing a delimited text file -- Importing a fixed-width text file -- Importing data from a web page -- Importing an XML file -- Querying External Databases -- Defining a data source -- Querying a data source -- It's Sometimes a Raw Deal -- Chapter 5 Scrub-a-Dub-Dub: Cleaning Data -- Editing Your Imported Workbook -- Deleting unnecessary columns -- Deleting unnecessary rows -- Resizing columns -- Resizing rows -- Erasing unneeded contents in a cell or range -- Formatting numeric values -- Copying worksheet data -- Moving worksheet data -- Replacing data in fields -- Cleaning Data with Text Functions -- The CLEAN function -- The CONCAT function -- The EXACT function -- The FIND function -- The LEFT function -- The LEN function -- The LOWER function -- The MID function -- The NUMBERVALUE function -- The PROPER function -- The REPLACE function -- The RIGHT function -- The SEARCH function -- The SUBSTITUTE function -- The TEXT function -- The TEXTJOIN function -- The TRIM function -- The UPPER function -- The VALUE function -- Converting text function formulas to text -- Using Validation to Keep Data Clean -- Chapter 6 Analyzing Table Data with Functions -- The Database Functions: Some General Remarks -- Retrieving a Value from a Table -- Summing a Column's Values -- Counting a Column's Values -- Averaging a Column's Values…”