“…Explore TensorFlow's capabilities to perform efficient deep learning on images Key Features Discover image processing for machine vision Build an effective image classification system using the power of CNNs Leverage TensorFlow's capabilities to perform efficient deep learning Book Description TensorFlow is Google's popular offering for machine learning and deep learning, quickly becoming a favorite tool for performing fast, efficient, and accurate deep learning tasks. …”

“…It all began with the knee surgeries and even today the most common arthroscopic procedures are performed in knee and yet arthroscopic surgeries performed for other regions right from temperomandibular joint down to the subtalar joint have replicated the success shown in knee surgeries. …”

“…This involves performing numerical computation and representing data, visualizing data with plots, loading in, and manipulating data using DataFrames, performing statistics and probability, and building machine learning models for classification and regression. …”

“…The comprehensive course to perform MITM attacks against connected devices and protect them from all these attacks. …”

“…Microsoft Excel can perform many statistical analyses, but thousands of business users and analysts are now reaching its limits. …”

“…This chapter considers early modern academic drama performed at St John’s College, Oxford. Dutton begins by describing the college household materials on which such performances drew, adopting a productively broad definition of this category that includes the people working, studying, and teaching at St John’s, as well as their immediate neighbours in town; the college’s domestic furnishings, such as tables, paintings, and candles; the matter covered there in lectures; and the university’s own medieval foundations. …”

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.…”

“…The Czech education system is performing reasonably well. Secondary-school participation and completion rates have traditionally been high, and continue to be so. …”

“…Using JMP 12 covers the initial types of analyses that you often perform in JMP, such as univariate, bivariate, and oneway analyses. …”

“…Introduces the core functionality of SAS Enterprise Miner and shows how to perform basic data mining tasks. Provides step-by-step examples that create a complete process-flow diagram including graphic results. …”

“…Show Me QuickBooks 2006 will help you learn visually how to perform tasks using QuickBooks 2006. The step-by-step tasks lend themselves to easy learning and thorough comprehension. …”

“…In this regard, all terrestrial animals perform internal fertilization, whereas aquatic animals perform different reproductive strategies such as internal fertilization without mating, external fertilization, viviparous, oviparous, and parthenogenesis. …”

Tabla de Contenidos: “….) -- A COMPARISON OF ACADEMIC PERFORMANCE BETWEEN COMMUNITY COLLEGE TRANSFER (...) -- CAPÍTULO 5: CIENCIAS SOCIALES -- BUILDING PEACE IN DIVIDES SOCIETIES. …”

Tabla de Contenidos: “…-- Four Steps to Project Success -- Step One: Present a Strong Business Case -- Visualize Scenario-Based e-Learning for Stakeholders -- Determine the Magnitude of the Performance Gap -- Incident-Driven Training -- Compliance Training -- Identify Tradeoffs to Diverse Solution Options -- Delivery Media Tradeoff Analysis for Automotive Troubleshooting -- Highlight Opportunities to Build Expertise That Are Unavailable or Impractical in Workplace -- Leverage the Motivational Potential of Scenario-Based e-Learning -- Present Evidence on the Benefits of Scenario-Based e-Learning -- Estimate Your Production Costs -- Step Two: Plan Your Project -- Plan and Secure Your Resources…”

Tabla de Contenidos: “…MAGGIORE AQUIFER AND RIARDO PLAIN HYDROGEOLOGICAL SYSTEM -- IDENTIFICATION AND CHARACTERIZATION OF THE KARST AREAS OF THE FRIULI VENEZIA GIULIA REGION (NE ITALY)CONTAMINATED SITES -- MODELLING CONTAMINANT TRANSPORT IN GEOLOGICAL MEDIA: CHALLENGES AND PERSPECTIVES -- METHODOLOGICAL APPROACH FOR THE ASSESSMENT OF GROUNDWATER CONTAMINATION BY TRANSITION METALS LEACHED THROUGH WASTE ROCK DUMPS: THE C.NA PECORARA MUCK DUMP SITE CASE STUDY (HV/HC TERZO VALICO" PROJECT) -- ASSESSMENT OF SOIL BUFFER CAPACITY ON NUTRIENTS AND EMERGING CONTAMINANTS AT TWO BLUE INFRASTRUCTURES FOR THE PROVISION OF WATER-RELATED AGROECOSYSTEM SERVICES -- ANAEROBIC AND AEROBIC BIOREMEDIATION OF CHLORINATED SOLVENTS AND HYDROCARBONS PLUMES FROM AN OLD LANDFILL IN THE VENICE LAGOON ENVIRONMENT -- IN SITU CONTAINMENT OF PFAS IN GROUNDWATER USING COLLOIDAL ACTIVATED CARBON -- TRA-KD: AN IMPROVED TOOL FOR PARTICLE TRACKING SIMULATION BASED ON THE KOLMOGOROV-DMITRIEV THEORY -- THE "POLLUTER PAYS PRINCIPLE: A MULTIDISCIPLINARY APPROACH UNDER LEGAL AND TECHNICAL PERSPECTIVES -- A METHODOLOGICAL APPROACH FOR THE IDENTIFICATION OF SULPHATE SOURCES IN THE PORTOSCUSO AREA (SOUTH- WESTERN SARDINIA) -- GROUNDWATER REMEDIATION TECHNOLOGIES ON PETROLEUM HYDROCARBONS CONTAMINATED SITES IN ITALY: A MULTI-DISCIPLINARY STATISTICAL ANALYSIS -- CHEMICAL REAGENTS APPLICATIONS AS INNOVATIVE REMEDIATION TECHNOLOGIES FOR PETROLEUM HYDROCARBON IMPACTED GROUNDWATER IN ITALY -- A THREE-DIMENSIONAL MULTICOMPONENT REACTIVE TRANSPORT MODEL TO ASSESS THE ROLE OF SUBSURFACE HETEROGENEITY ON ARSENIC MOBILITY IN THE SHALLOW AQUIFER OF THE VENETIAN ALLUVIAL PLAIN -- MULTIPHASE FLOW AND SOLUTE TRANSPORT MODELLING OF A HYPOTHETICAL METHANE LEAKAGE INTO A SHALLOW AQUIFER -- THE LANDFILL LEACHATE IMPACT ON GROUNDWATER HYDROGEOCHEMISTRY IN FINE DEPOSITS: A MULTIDISCIPLINARY STUDY -- EVALUATION OF THE PERFORMANCE OF A HYDRAULIC BARRIER BY A MONTE CARLO METHOD -- 3D CASE-STUDIES OF VOC CONTAMINATED SITES IN THE CITY OF THE HAGUE, THE NETHERLANDS -- EVALUATION OF THE LARGE-SCALE PERMEABILITY OF THE SUBSTRATE OF A PHYSICALLY CONTAINED AREA AND DEVELOPMENT OF A SYSTEM FOR THE DYNAMIC MANAGEMENT OF HYDRAULIC GRADIENTS TO NEUTRALIZE CONTAMINANT DIFFUSIVE FLUX -- FULL-SCALE APPLICATION OF EHC® LIQUID TECHNOLOGY FOR THE ISCR AND ERD TREATMENT OF AN AQUEER CONTAMINATED WITH TETRACHLOROMETHANE AND CHLOROFORM -- TESTING PHYTOSCREENING IN A SHALLOW AQUIFER CONTAMINATED BY CHLORINATED ETHENES -- HYDROGEOLOGICAL DATA FROM CONTAMINATED SITES…”

Tabla de Contenidos: “…Intro -- Table of Contents -- About the Authors -- Foreword -- Appreciations -- Introduction -- Chapter 1: Introduction to Public Cloud and Hyperscalers -- Important Features of Public Cloud -- Public, Private, and Hybrid Cloud -- Overview of the Clouds of the Major Market Players -- Amazon Web Services -- History -- Current Market Position -- Collaboration with SAP -- Microsoft Azure -- History -- Current Market Position -- Collaboration with SAP -- Google Cloud -- History -- Current Market Position -- Collaboration with SAP -- Other Market Participants -- Alibaba Cloud -- Oracle Cloud -- IBM Cloud -- Private Clouds -- SAP's Cloud Strategy -- SAP RISE Program -- History and Features -- Most Important Core Processes -- Current Situation -- SAP HANA Enterprise Cloud -- History -- Features of the SAP HANA Enterprise Cloud -- Current Situation -- Additional SAP Services from the Cloud -- SAP Business Technology Platform -- SAP Cloud Services for Business Processes -- SAP Learning Cloud Services -- Summary -- Chapter 2: SAP S/4HANA Systems on Public Cloud -- Development of SAP S/4HANA -- SAP S/4HANA in the Cloud -- SAP S/4HANA Architecture -- Overview -- Data Layer -- Application Layer -- Presentation Layer -- Communication Layer -- Additional Components -- Use Cases of SAP S/4HANA on Public Clouds -- Sizing -- Importance of Right Sizing -- Sizing Process -- HANA Sizing -- SAPS - SAP Application Performance Standard -- I/O Sizing -- Costs -- Example Calculation SAP S/4HANA System in Azure -- High Availability -- Overview High Availability -- Availability Classes -- High Availability of SAP S/4HANA Architecture -- Disaster Recovery -- Disaster Overall -- Important Parameters in a Disaster Case -- Possible Implementations -- Backup and Restore -- Important Components for Backup and Restore -- Backup Classes -- Retention -- Backup Technologies…”

Tabla de Contenidos: