Tabla de Contenidos: “…Use cases for the MongoDB for VS Code extension -- Best practices for the MongoDB for VS Code extension -- Summary -- Chapter 4: Connecting to MongoDB -- Connecting methods -- Connecting using Ruby -- Connecting using Python -- Connecting using PHP -- Connecting using Node.js -- Connecting using TypeScript -- Summary -- Chapter 5: CRUD Operations and Basic Queries -- Technical requirements -- MongoDB CRUD operations -- CRUD using mongosh -- Scripting for mongosh -- Batch inserts using mongosh -- Batch operations using mongosh -- CRUD using the Ruby driver -- Connecting to a database…”

Tabla de Contenidos: “…Improving the Predictions of Linear Models -- Learning to Play Tic Tac Toe -- Chapter 7: Natural Language Processing -- Introduction -- Working with bag of words -- Implementing TF-IDF -- Working with Skip-gram Embeddings -- Working with CBOW Embeddings -- Making Predictions with Word2vec -- Using Doc2vec for Sentiment Analysis -- Chapter 8: Convolutional Neural Networks -- Introduction -- Implementing a Simpler CNN -- Implementing an Advanced CNN -- Retraining Existing CNNs models -- Applying Stylenet/Neural-Style -- Implementing DeepDream -- Chapter 9: Recurrent Neural Networks -- Introduction -- Implementing RNN for Spam Prediction -- Implementing an LSTM Model -- Stacking multiple LSTM Layers -- Creating Sequence-to-Sequence Models -- Training a Siamese Similarity Measure -- Chapter 10: Taking TensorFlow to Production -- Introduction -- Implementing unit tests -- Using Multiple Executors -- Parallelizing TensorFlow -- Taking TensorFlow to Production -- Productionalizing TensorFlow - An Example -- Chapter 11: More with TensorFlow -- Introduction -- Visualizing graphs in Tensorboard -- There's more... -- Working with a Genetic Algorithm -- Clustering Using K-Means -- Solving a System of ODEs -- Index…”

Tabla de Contenidos: “…""Binding WildFly onto a custom port""""Binding WildFly onto a custom IP""; ""Configuring multiple WildFly instances to run on the same machine with ""; ""different ports""; ""Configuring multiple WildFly instances to run on the same machine with different IPs""; ""Managing applications using the deployments folder""; ""Connecting to the CLI""; ""Checking the server-state via the CLI""; ""Deploying an application via the CLI""; ""Undeploying an application via the CLI""; ""Executing commands in batch mode via the CLI""; ""Reloading a server configuration via the CLI""…”

Tabla de Contenidos: “…Mechanics; Creating a Windows Launching Pad; Mac OS X; Launching in Linux; Accelerators; Mac OS X Finder; Clipboard(s); Remember History; There and Back; Command Prompts at Your Fingertips; Here!; Development Accelerators; Search Trumps Navigation in Tools, Too; Macros; Key Macro Tools; Summary; 3. …”

Tabla de Contenidos: “…Operation of the Back off Algorithm; 3.4.5. Choosing a Back off Time; 3.5. …”

Tabla de Contenidos: “…Intro -- Table of Contents -- Title Page -- Copyright -- Dedication -- Foreword -- Authors' Note -- Introduction: What Is the Future of Community? -- Chapter 1: Back to the Future -- Growing Up in the Shadows of Tech -- Tequila and Time Machines -- Firing Up the DeLorean -- Finding the Flux Capacitor -- Lightning Strike-Back to the Future -- Conclusion -- Chapter 2: Three Men and a Pool -- Surprise Delivery -- Web3, Baby Bottles, and Diapers -- Raising Our Newborn Baby -- Chapter 3: The Power of Web3 -- Web3 Is a Curious Thing -- Change a Hawk to a Little White Dove -- Granny Wants to Come to the Web3 Party -- Web3 for Brands -- Web3 for Consumers -- Scams and the Problems Anonymity Can Cause Brands -- Pros and Cons of Web3 -- Makes Some Weep and Others Sing -- Web 1.0 and Web 2.0 -- Netflix, Facebook, and Community Involvement -- Blockchain and eBay -- More Than a Feeling-That's the Power of Web3 -- Chapter 4: More than a Cartoon Party: Supercharging the Creator Economy -- Supercharging the Creator Economy -- Web3 Pre‐Party -- Smooth, Simple, and Seamless On‐Ramps -- Disrupting Business as Usual -- Ownership -- New Ways to Monetize -- Giving Power Back to the Creator -- Conclusion -- Chapter 5: Building Community the Right Way -- Find Your Tribe and Vibe -- Proof of Human -- Building Community on LinkedIn: A Community Conversation -- Haters Are Always Going to Hate -- How the Power of Community Led to a Book Deal -- Leveraging LinkedIn to Power NFT Heat -- NFT Heat TV Show -- Know Your Lane and Own Your Lane -- Chapter 6: Mic Check 1, 2: A New Way to Communicate -- Fan Tokens Are the Future of Web3 -- How Video Games Can Make You Rich -- Art Is Transforming and You Don't Need a Second or Third Job -- CryptoPunks and Bored Ape Yacht Club -- Music Is a Changin' -- Goodbye Big Banks, Hello Decentralized Finance…”

“…As well as being a textbook for vocational courses such as City & Guilds and BTEC Ian Poole's book is essential reading for all communications and broadcast professionals.Radio technology is becoming increasingly important in today's highly sophisticated electronics industry. …”

Tabla de Contenidos: “…Creating a network model with embedding -- Training the model -- Using pretrained word embeddings -- Downloading the embeddings -- Loading the embeddings in the model -- Freeze the embedding layer weights -- Recursive neural networks -- Understanding how RNN works with an example -- LSTM -- Long-term dependency -- LSTM networks -- Preparing the data -- Creating batches -- Creating the network -- Training the model -- Convolutional network on sequence data -- Understanding one-dimensional convolution for sequence data -- Creating the network -- Training the model -- Summary -- Chapter 7: Generative Networks -- Neural style transfer -- Loading the data -- Creating the VGG model -- Content loss -- Style loss -- Extracting the losses -- Creating loss function for each layers -- Creating the optimizer -- Training -- Generative adversarial networks -- Deep convolutional GAN -- Defining the generator network -- Transposed convolutions -- Batch normalization -- Generator -- Defining the discriminator network -- Defining loss and optimizer -- Training the discriminator -- Training the discriminator with real images -- Training the discriminator with fake images -- Training the generator network -- Training the complete network -- Inspecting the generated images -- Language modeling -- Preparing the data -- Generating the batches -- Batches -- Backpropagation through time -- Defining a model based on LSTM -- Defining the train and evaluate functions -- Training the model -- Summary -- Chapter 8: Modern Network Architectures -- Modern network architectures -- ResNet -- Creating PyTorch datasets -- Creating loaders for training and validation -- Creating a ResNet model -- Extracting convolutional features -- Creating a custom PyTorch dataset class for the pre-convoluted features and loader -- Creating a simple linear model -- Training and validating the model…”

Tabla de Contenidos: “…Intro -- ENCYCLOPEDIA OF FINANCIAL MODELS -- About the Editor -- Contents -- Contributors -- Preface -- Guide to the Encyclopedia of Financial Models -- Mortgage-Backed Securities Analysis and Valuation -- Valuing Mortgage-Backed and Asset-Backed Securities -- CASH-FLOW YIELD ANALYSIS -- ZERO-VOLATILITY SPREAD -- VALUATION USING MONTE CARLO SIMULATION AND OAS ANALYSIS -- Simulating Interest Rate Paths and Cash Flows -- Calculating the Present Value of a Bond Class for a Scenario Interest Rate Path -- Option-Adjusted Spread -- Option Cost -- Simulated Average Life -- MEASURING INTEREST RISK -- Duration -- Convexity -- KEY POINTS -- NOTES -- REFERENCES -- The Active-Passive Decomposition Model for MBS -- PATH-DEPENDENCE AND PRICING PARTIAL DIFFERENTIAL EQUATION -- EXTENDED ACTIVE-PASSIVE DECOMPOSITION MODEL -- The Details -- How the Model Works Forward -- How the Model Works in Backward Induction -- Initializing the Burnout Factor -- EXTENSIONS AND NUANCES -- Computing Interest Rate Sensitivities Directly Off a Pricing Tree -- More Components, More Prepay Sources -- Residual Sources of Path-Dependence -- Modeling Prepayments Universally: Refinancing Speed as a Function of Price -- KEY POINTS -- NOTES -- REFERENCES -- Analysis of Nonagency Mortgage-Backed Securities -- FACTORS IMPACTING RETURNS FROM NONAGENCY MBS -- The Amount and Timing of Principal Return -- Deal-Specific Factors -- UNDERSTANDING THE EVOLUTION OF CREDIT PERFORMANCE WITHIN A TRANSACTION -- THE PROCESS OF ESTIMATING PRIVATE-LABEL MBS RETURNS -- Differentiating between Collateral and Tranche Losses -- The Interaction of Credit Inputs -- Evaluating Available Credit Support -- Yield and Loss Matrix Analysis -- Model-Generated Analysis -- Interpreting the Outputs -- KEY POINTS -- NOTES -- REFERENCES -- Measurement of Prepayments for Residential Mortgage-Backed Securities…”

Tabla de Contenidos: “…Preparing our data for image classification -- Training a neural network -- Scaling a dataset to improve model accuracy -- Understanding the impact of varying the batch size -- Batch size of 32 -- Batch size of 10,000 -- Understanding the impact of varying the loss optimizer -- Building a deeper neural network -- Understanding the impact of batch normalization -- Very small input values without batch normalization -- Very small input values with batch normalization -- The concept of overfitting -- Impact of adding dropout -- Impact of regularization -- L1 regularization -- L2 regularization -- Summary -- Questions -- Section 2: Object Classification and Detection -- Chapter 4: Introducing Convolutional Neural Networks -- The problem with traditional deep neural networks -- Building blocks of a CNN -- Convolution -- Filters -- Strides and padding -- Strides -- Padding -- Pooling -- Putting them all together -- How convolution and pooling help in image translation -- Implementing a CNN -- Classifying images using deep CNNs -- Visualizing the outcome of feature learning -- Building a CNN for classifying real-world images -- Impact on the number of images used for training -- Summary -- Questions -- Chapter 5: Transfer Learning for Image Classification -- Introducing transfer learning -- Understanding the VGG16 architecture -- Implementing VGG16 -- Understanding the ResNet architecture -- Implementing ResNet18 -- Implementing facial keypoint detection -- 2D and 3D facial keypoint detection -- Implementing age estimation and gender classification -- Introducing the torch_snippets library -- Summary -- Questions -- Chapter 6: Practical Aspects of Image Classification -- Generating CAMs -- Understanding the impact of data augmentation and batch normalization -- Coding up road sign detection -- Practical aspects to take care of during model implementation…”

Tabla de Contenidos: “…General -- Use of computers by chemical engineers -- Implications of modern design tools -- Categories of design -- Unit operation sizing and selection -- Hydraulic design -- Mass balance -- Energy balance -- Tools-Hardware -- Mobile devices -- Handheld calculators -- Graphical calculators -- Tools-Software -- Spreadsheets -- MS Excel -- Microsoft Visual Basic -- Other numerical analysis software -- MathWorks MATLAB -- PTC Mathcad -- Simulation programs -- Aspentech Hysys, etc. -- Invensys SimSci Pro/II -- Chemstations CHEMCAD -- COMSOL Multiphysics, etc. -- Other -- Project management/programming tools -- Microsoft Project -- Microsoft Excel -- AMS Realtime -- Oracle Primavera -- Computer-Aided Design (CAD): drawing/drafting -- Autodesk AutoCAD/Inventor, etc. -- Bentley Systems Microstation -- PTC Creo -- Computer-Aided Design (CAD): process design -- Bentley Systems Axsys.Process/PlantWise -- Computer-Aided Design (CAD): hydraulic design -- COMSOL Multiphysics -- Matlab/Simulink -- Autodesk® Simulation CFD -- Other -- Microsoft Visio -- Microsoft Access -- Further Reading -- 5 The Future of Process Plant Design -- Process porn -- Will first principles design replace heuristic design in future? …”

Tabla de Contenidos: “…Faith and Order : some ecumenical directions for a theological journey / Antonios Kireopoulos -- pt. 1. Looking back : the significance of Oberlin 1957 and reflections on the last fifty years. …”
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Tabla de Contenidos: “…-- Choosing to Stay -- Chapter 8 Start Leading with Relationships -- Draw Concentration Lines -- Fess Up to Fear -- Mix Up Your Company -- Use Character-Strength Vocabulary -- Balance Vulnerability and Boundaries -- Ask Thoughtful Questions -- Speak Like Words Matter-Because They Do -- Use Everyday Reminders -- Put Your Reading into Practice -- Toward Tomorrow -- Acknowledgments -- From Both of Us -- From Willys -- From Mike -- Notes -- Introduction: Relationships Under Siege -- Chapter 1: The Right Amount of Tension -- Chapter 2: Forgiveness Every Day -- Chapter 3: Jump Back Together -- Chapter 4: The Vocabulary of Trust…”

Tabla de Contenidos: “…Strategies To Build A Diverse Network It's All About Options What Organizations And Managers Can Do Chapter 5: Be Greedy About Experiences The Tale Of Two Attorneys The Experience Catch 22 No Two People Are The Same Boost Your Skill Set Strategies For Being Greedy About Experiences Managers Matter Evaluate Your Options What Organizations And Managers Can Do Chapter 6: Bounce Forward Don't Bounce Back - Bounce Forward Silver Linings Pursue Mastery Fits And Starts Finding Meaning In The Commotion The One That Got Away The Workday Blues The Recipe To Springing Back Mental Strategies To Help You Bounce Forward Maintain The Faith What Organizations And Managers Can Do Change Your Focus From Employment To Employability Chapter 7: Walk Into Your Future Ten Predictions For The Future Of Work The Top Ten Capabilities For Tomorrow Plan Your Future You Are Never Done Acknowledgments Appendix A Research Methodology Key Workplace 2020 Survey Findings Appendix B Essential Books To Learn More Index …”

Tabla de Contenidos: “…Yoshizaki-Gibbons -- Thinking dementia differently : dialogues between feminist scholarship and dementia studies / Linn J Sandberg -- Revolutionising dementia policy and practice : guidance from the memory girl, an accomplice / Wendy Hulko -- Taking a queer turn : the significance of queer theory for critical dementia studies / Andrew King -- Neurodiversity and dementia : pitfalls, possibilities and some personal notes / Linda Örulv -- Thinking back and looking ahead : co-ordinates for critical methodologies in dementia studies / Richard Ward and Linn J. …”

Tabla de Contenidos: “…Yoshizaki-Gibbons -- Thinking dementia differently : dialogues between feminist scholarship and dementia studies / Linn J Sandberg -- Revolutionising dementia policy and practice : guidance from the memory girl, an accomplice / Wendy Hulko -- Taking a queer turn : the significance of queer theory for critical dementia studies / Andrew King -- Neurodiversity and dementia : pitfalls, possibilities and some personal notes / Linda Örulv -- Thinking back and looking ahead : co-ordinates for critical methodologies in dementia studies / Richard Ward and Linn J. …”

Tabla de Contenidos: “…Buying currency and holding on deposit Foreign currency options; 8 Special types of credits; The revolving credit; The installment credit; The red clause credit; The green clause credit; The advance payment credit; The transferable credit; The back- to- back credit; UCP500; The part payment credit; 9 Financing; Financing through bills for collection; Negotiation of bills for collection; Pre- shipment finance; Post- shipment finance; Assignment/ purchase of trade receivables; 10 Forfaiting; Countertrade; 11 Electronic commerce for international trade settlement; Bolero…”

Tabla de Contenidos: “…-- Chapter 1: Basic IOS Commands -- Booting the Router -- Configuring a Router -- Using the show Command -- Chapter 2: Managing a Cisco Internetwork -- Understanding the Internal Components of a Cisco Router -- Managing the Configuration Register -- Backing Up and Restoring the Cisco IOS -- Backing Up and Restoring the Cisco Configuration -- Using Cisco Discovery Protocol (CDP) -- Using Telnet -- Resolving Hostnames -- Checking Network Connectivity and Troubleshooting -- Using the sh processes Command -- Chapter 3: IP Routing -- Routing Basics -- Routing Protocol Basics -- Routing Information Protocol (RIP) -- Chapter 4: Enhanced IGRP (EIGRP) and Open Shortest Path First (OSPF) -- Understanding EIGRP Basics -- Understanding Open Shortest Path First (OSPF) Basics -- Configuring OSPF -- Verifying OSPF Configuration -- Chapter 5: Layer-2 Switching and Spanning-Tree Protocol (STP) -- Switching Services -- Chapter 6: Virtual LANs (VLANs) -- Understanding VLAN Basics -- Configuring VLANs -- Configuring VTP -- Telephony: Configuring Voice VLANs -- Chapter 7: Security -- Perimeter Routers, Firewalls, and Internal Routers -- Introduction to Access Lists -- Standard Access Lists -- Extended Access Lists -- Monitoring Access Lists -- Chapter 8: Network Address Translation (NAT) -- When Do We Use NAT? …”

Tabla de Contenidos: “…Chapter 2: VERTICAL SERVICE DISCOVERY AND ANALYSISChapter 3: HORIZONTAL SERVICE DISCOVERY AND ANALYSIS; Chapter 4: SERVICE-ORIENTED DISCOVERY AND ANALYSIS BEST PRACTICES MODEL; Part II: SERVICE-ORIENTED DISCOVERY PATTERNS; Chapter 5: TOP-DOWN BUSINESS PROCESS-DRIVEN SERVICE DISCOVERY PATTERN; Chapter 6: TOP-DOWN ATTRIBUTE-DRIVEN SERVICE DISCOVERY PATTERN; Chapter 7: FRONT-TO-BACK SERVICE DISCOVERY PATTERN; Chapter 8: BACK-TO-FRONT SERVICE DISCOVERY PATTERN; Chapter 9: BOTTOM-UP SERVICE DISCOVERY PATTERN; Chapter 10: MEET-IN-THE-MIDDLE SERVICE DISCOVERY PATTERN…”

Tabla de Contenidos: “…About the Special Issue Editor -- Preface to "Hybrid Modelling and Multi-Parametric Control of Bioprocesses" -- Karen Schwab, Jennifer Lauber and Friedemann Hesse Fluorometric In Situ Monitoring of an Escherichia coli Cell Factory with Cytosolic Expression of Human Glycosyltransferase GalNAcT2: Prospects and Limitations -- Karen Schwab and Friedemann Hesse Estimating Extrinsic Dyes for Fluorometric Online Monitoring of Antibody Aggregation in CHO Fed-Batch Cultivations -- Maike Kuschel, Flora Siebler and Ralf Takors Lagrangian Trajectories to Predict the Formation of Population Heterogeneity in LargeScale Bioreactors -- Dominik Egger, Ivo Schwedhelm, Jan Hansmann and Cornelia Kasper Hypoxic Three-Dimensional Scaffold-Free Aggregate Cultivation of Mesenchymal Stem Cells in a Stirred Tank Reactor -- Dominik Egger, Monica Fischer, Andreas Clementi, Volker Ribitsch, Jan Hansmann and Cornelia Kasper Development and Characterization of a Parallelizable Perfusion Bioreactor for 3D Cell Culture -- Dennis Vier, Stefan Wambach, Volker Schnemann and Klaus-Uwe Gollmer Multivariate Curve Resolution and Carbon Balance Constraint to Unravel FTIR Spectra fromFed-Batch Fermentation Samples -- Julian Kopp, Christoph Slouka, Sophia Ulonska, Julian Kager, Jens Fricke, Oliver Spadiut and Christoph Herwig Impact of Glycerol as Carbon Source onto Specific Sugar and Inducer Uptake Rates and Inclusion Body Productivity in E. coli BL21(DE3) -- Rimvydas Simutis and Andreas Lubbert Hybrid Approach to State Estimation for Bioprocess Control -- Thomas Zahel, Lukas Marschall, Sandra Abad, Elena Vasilieva, Daniel Maurer, Eric M. …”