Tabla de Contenidos: “…Interval-Reference Partitioning -- Cascade Functionality -- Partition Maintenance Operations on Multiple Partitions -- Partial Indexes -- Creating Partitions With or Without Indexing -- Partial Indexing of Partitions Within a Partitioned Table -- Global Index Maintenance -- Automatic Global Statistics -- End of Line -- Chapter 8: Business Intelligence and Data Warehousing -- Advanced Analytics -- New Algorithms -- Search Capabilities -- Prediction Detail Functions -- OLAP -- Information Lifecycle Management -- In-Database Archiving and Temporal Validity -- Automatic Data Optimization -- Compression -- Temporal History -- In-Database Archiving, Temporal Validity, and Temporal History -- Performance Enhancements -- End of Line -- Chapter 9: Security New Features -- Auditing -- Changes in the SGA -- Separation of Duties -- Basic Audit Information -- Extended Audit Information -- Privilege Analysis -- Privilege Analysis Overview -- Privilege Analysis Example -- Data Redaction -- Data Redaction Scenario -- Miscellaneous Security Improvements -- Mixing and Matching Security Features -- End of Line -- Chapter 10: Oracle Database 12c Manageability New Features -- Online Operations -- Enhanced Online DDL Capabilities -- Lock Timeout Available for Online Redefinitions -- Move a Datafile Online -- Single Command to Redefine Certain Table or Partition Storage-Related Definitions -- Support for Redefinition of Tables with VPD Policies -- Database Monitoring and Administration -- Oracle Enterprise Manager Database Express -- Real-Time Database Operations Monitoring -- Real-Time ADDM Monitoring -- Miscellaneous Manageability Features -- PGA Size Limits -- New Administrator Privileges -- Real Application Testing Changes -- End of Line -- Chapter 11: Oracle Database 12c Performance New Features -- Statistics-Related New Features -- Automatic Column Group Detection…”

Tabla de Contenidos: “…-- Have a go hero - add a validation to Time It -- Time for action - showing the results -- What just happened? …”

Tabla de Contenidos: “…Editing a transition -- Deleting a transition -- Configuring a transition -- Conditions -- Adding a condition to transition -- Validators -- Adding a validator to transition -- Post functions -- Adding a post function to transition -- Using the workflow designer -- Deleting a workflow -- Copying a workflow -- Importing/exporting a workflow -- Using the JIRA workflow sharing plugin -- Exporting a workflow bundle -- Importing a workflow bundle -- Using other workflow plugins -- JIRA Suite Utilities -- JIRA Workflow Toolbox -- JIRA Misc Workflow Extensions -- JIRA Workflow Enhancer -- Workflow schemes -- Creating a workflow scheme -- Configuring a workflow scheme -- Assigning a workflow to an issue type -- Editing/deleting an association -- Editing a workflow scheme -- Deleting a workflow scheme -- Copying a workflow scheme -- Activating a workflow scheme -- The Help Desk project -- Setting up an issue status -- Setting up workflows -- Setting up workflow schemes -- Putting it together -- Summary -- 7. …”

Tabla de Contenidos: “…npm run scripts -- Developing and debugging in real time -- Summary -- Chapter 3: Building a Backend with MongoDB, Express, and Node -- Skeleton application overview -- Feature breakdown -- Focus of this chapter - the backend -- User model -- API endpoints for user CRUD -- Auth with JSON Web Tokens -- How JWT works -- Implementing the skeleton backend -- Folder and file structure -- Setting up the project -- Initializing package.json -- Development dependencies -- Babel -- Webpack -- Nodemon -- Config variables -- Running scripts -- Preparing the server -- Configuring Express -- Starting the server -- Setting up Mongoose and connecting to MongoDB -- Serving an HTML template at a root URL -- User model -- User schema definition -- Name -- Email -- Created and updated timestamps -- Hashed password and salt -- Password for auth -- As a virtual field -- Encryption and authentication -- Password field validation -- Mongoose error handling -- User CRUD API -- User routes -- User controller -- Creating a new user -- Listing all users -- Loading a user by ID to read, update, or delete -- Loading -- Reading -- Updating -- Deleting -- User auth and protected routes -- Auth routes -- Auth controller -- Sign-in -- Sign-out -- Protecting routes with express-jwt -- Requiring sign-in -- Authorizing signed in users -- Protecting user routes -- Auth error handling for express-jwt -- Checking the standalone backend -- Creating a new user -- Fetching the user list -- Trying to fetch a single user -- Signing in -- Fetching a single user successfully -- Summary -- Chapter 4: Adding a React Frontend to Complete MERN -- Skeleton frontend -- Folder and file structure -- Setting up for React development -- Configuring Babel and Webpack -- Babel -- Webpack -- Loading Webpack middleware for development -- Serving static files with Express…”

Tabla de Contenidos: “…-- From Holdout Evaluation to Cross-Validation -- The Churn Dataset Revisited -- Learning Curves -- Overfitting Avoidance and Complexity Control -- Avoiding Overfitting with Tree Induction -- A General Method for Avoiding Overfitting -- Avoiding Overfitting for Parameter Optimization -- Summary -- 6. …”

Tabla de Contenidos: “…Intro -- Introduction -- Overview of the Book -- PART I -- An Overview of the Literature on L2 Writing and Assessment -- Chapter 1 -- Writing Ability and L2 Writing Instruction -- Introduction -- 1.1 The Writing Skill in L1 and L2 -- 1.1.1 Theoretical Models of Written Text Production -- 1.1.2 Theoretical Frameworks of Communicative Competence -- 1.2 Writing Ability in L1 -- 1.3 Writing Ability in L2 -- 1.3.1 The Relationship Between L1 and L2 Writing Ability -- 1.3.2 Skilled and Unskilled L2 Writers -- 1.4 L2 Writing Instruction -- 1.4.1 Controlled Composition Approach to Writing -- 1.4.2 Process-Oriented Approach to Writing -- 1.4.3 The Role of Writing in Communicative Language Teaching -- 1.5 Conclusion -- Chapter 2 -- Assessing Language Ability -- Introduction -- 2.1 Assessing Language Ability -- 2.1.1 History of Language Testing -- 2.1.2 Recent Developments in Language Testing Research -- 2.2 L2 Ability Assessment -- 2.2.1 Language Ability and Language Performance -- 2.2.2 Characteristics of Performance Assessment -- 2.3 Test Features -- 2.3.1 Test Purpose -- 2.3.2 Testing Methods -- 2.4 Qualities of Language Tests -- 2.4.1 Reliability -- 2.4.2 Validity -- 2.4.3 Authenticity -- 2.4.4 Impact -- 2.4.5 Washback -- 2.4.6 Practicality -- 2.5 Test Method Characteristics -- 2.6 Assessing the Four Language Skills -- 2.7 Scoring Methods -- 2.7.1 Characteristics of Rating Scales -- 2.7.2 Rater Variables -- 2.7.3 Score Interpretation -- 2.8 Test-Taker Characteristics -- 2.9 Language Test Construction -- 2.10 Conclusion -- Chapter 3 -- Assessing Writing Ability -- Introduction -- 3.1 Written Performance Assessment -- 3.2 Alternative Ways of Writing Ability Assessment -- 3.3 Nature of Written Performance Assessment -- 3.3.1 Validity of Writing Assessment -- 3.3.2 Task Characteristics -- 3.3.3 Definition of Audience -- 3.3.4 Test Taker Characteristics…”

Tabla de Contenidos: “…Front Cover -- Designing Smart Manufacturing Systems -- Copyright -- Contents -- Contributors -- Part I Smart manufacturing design -- 1 Cloud manufacturing implementation for smart manufacturing networks -- 1.1 Introduction -- 1.2 Cloud manufacturing -- 1.3 CMfg approach for smart manufacturing networks -- Database module -- Intelligent assessment and optimization module -- Functional compatibility engine -- Intelligent optimization engine -- Decision-making module -- Supplier decision-making engine -- Customer decision-making engine -- 1.4 Cloud manufacturing platform implementation -- 1.5 Intelligent recommendation system -- 1.6 Recommendation system implementation -- Customer profiling -- Intelligent regression -- Evaluation and discussion -- 1.7 Conclusions -- References -- 2 Improving Brazilian Engineering Education: real engineering challenges in an IIoT undergraduate course -- Introduction -- Modernization of Engineering Education in Brazil -- Real-world research problem -- The Industrial Internet-of-Things course -- Challenge-based learning and CDIO frameworks as integrated active learning methodologies -- The assessment tools for projects -- Presentation rubric -- Peer assessment rubrics -- CDIO rubrics -- Ethics and privacy rubric -- The scenario for application of integrated active learning methodologies -- Results -- Final remarks -- Acknowledgment -- References -- Part II Industry 4.0 information technology developments -- 3 New verification and validation tools for Industry 4.0 software -- 3.1 Introduction -- 3.2 Background in software testing -- 3.2.1 Software testing in Industry 4.0 -- 3.3 MSS-based testing -- 3.4 TAPIR -- 3.4.1 Aspect-Oriented Programming -- 3.4.2 Framework design, implementation, and operation -- Design -- Implementation -- Operation -- 3.4.3 Coverage criteria -- Coverage criteria for valid sequences…”

Tabla de Contenidos: “…Littératures francophones : oralité et mondialités. Paris : Honoré Champion, 2021. …”

Tabla de Contenidos: “…Litteratures francophones : oralite et mondialites. Paris : Honore Champion, 2021. …”

Tabla de Contenidos: “…Modifying the HomeController -- Adding work items -- Redirecting to the list of work items -- Summary -- Chapter 5: ASP.NET SignalR Chat Application -- Project layout -- Setting up the project -- Adding the SignalR libraries -- Building the server -- SignalR Hub subclass -- Configuration changes -- Creating a client -- Included libraries -- Naming section -- Chat input -- Conversation panel -- Archive function -- JavaScript functions -- Solution overview -- Showing and telling -- Running the application -- Getting the party started -- Archiving the chat -- Summary -- Chapter 6: Web Research Tool with Entity Framework Core -- Entity Framework (EF) Core history -- Enter Entity Framework -- Code-First versus Model-First versus Database-First approach -- Code-First approach -- Model-First approach -- Database-First approach -- Developing a database design -- Setting up the project -- Installing the required packages -- Entity Framework Core SQL Server -- Entity Framework Core tools -- Code generation design -- Creating the models -- Configuring the services -- Creating the database -- Seeding the database with test data -- Creating the controller -- Running the application -- Deploying the application -- Microsoft Azure App Service -- Custom targets -- FTP -- Web Deploy -- Web Deploy Package -- File System -- Folder -- Import Profile -- Summary -- Chapter 7: A Serverless Email Validation Azure Function -- Beginning with serverless computing -- Importance of serverless computing -- Features of Azure Functions -- Choice of languages -- Pay-per-use pricing -- Flexible development -- What types of Azure Functions can I create? …”

Tabla de Contenidos: “…Part III Things I Wish I Had Known -- Chapter 16 Top Challenges for DE&amp -- I Professionals -- Voices Telling You What You Can't Do -- The Myth That Diversity Lowers Quality -- A Hire from an Underrepresented Group Is Not Performing -- Chain of Command -- Your Positional Authority -- Staffing and Budget -- Diversity Committees -- Working with Other Departments -- Efficacy of Résumé Redacting -- Belonging versus Inclusion -- Allies -- Making the Implicit Explicit -- Bridging the Gap Between Intent and Impact -- Validating the Experiences of Others -- Chapter 17 Jason-isms -- The Gift of Time -- The Jason-isms -- Conclusion -- Acknowledgments -- About the Author -- Index -- EULA…”

Tabla de Contenidos: “…-- Two Good Initiatives -- Disabled People's Advocacy Organizations -- Motivation Student Mentoring for Roma Students -- Conclusion: The Postponed Change of Paradigm -- References -- Chapter 8: Transforming Adult Education from Neo-liberal to Holistically Inclusive Adult Education in Baltic States -- Introduction -- Historical Trends in Adult Education in Baltic Countries -- Estonian Republic -- Latvian Republic -- Lithuanian Republic -- Lifelong Learning Concept and Strategies in Adult Education Policies -- Active Citizenship Concept in Adult Education -- Estonian Republic -- Latvian Republic -- Lithuanian Republic -- Informal Education Cases for Young Adults from Vulnerable Backgrounds -- Estonian Case - Vocational Work-Embedded Education -- Description of the Programme -- Target Group -- The Active Participatory Citizenship Concept in Programme Application -- Programme Outcomes for Young Adults from Vulnerable Groups -- Challenges of the Programme -- Critical Elements for Young Adults to Become Active Citizens -- Latvian Case - Validation of Informal Learning -- Description of the Programme -- Target Group -- The Active Participatory Citizenship Concept in Programme Application -- The Outcomes of the Programme for Vulnerable Young Adults -- Programme Challenges -- Programme Outcomes and Challenges for Young Adults -- Discussion -- Conclusion -- References…”

Tabla de Contenidos: “…Barsties, Y.Maryn, EXTERNAL VALIDATION OF THE ACOUSTIC VOICE QUALITY INDEX VERSION 03.01 WITH EXTENDED REPRESENTATIVITY -- September 3 -- FP - Singing-Infants -- D. …”

Tabla de Contenidos: “…Expected performance -- Putting it all together -- Extracting features generated by Inception V3 -- Preparing the network -- Removing the last Softmax and FullyConnected layers -- Predicting features of an image -- Saving the network to disk -- Extracting features generated by MobileNet V2 -- Preparing the network -- Removing the last Softmax and FullyConnected layers -- Predicting features of an image -- Saving the network to disc -- Putting it all together -- Transfer learning with Inception V3 -- Getting the data -- Preparing the dataset -- Extracting features -- Creating a new network -- Training and validating the results -- Summary -- Questions -- Further reading -- Chapter 8: OpenCV -- Technical requirements -- Troubleshooting installation of Open CV -- Troubleshooting installation on macOS -- First steps with OpenCV -- Updating OpenCV package source code -- Defining Open CV location -- Testing whether OpenCV works -- Working with images -- Converting OpenCV Mat to Julia images -- Reading images -- Saving images -- Destroying the object -- Image capturing from web camera -- Face detection using Open CV -- Object detection using MobileNet-SSD -- Summary -- Questions -- Appendix: Assessments -- Other Books You May Enjoy -- Index…”

Tabla de Contenidos: “…-- What you need to invest in for each state -- The pursuit of calm (not happiness) -- Part II Step out of check out -- chapter 3 Hit the reset button -- From martyr to warrior -- It's time to be selfish -- Reset - do it your way -- The reset three-step -- The reset toolbox -- Oxygen masks aren't just for emergencies -- Reset rituals -- Beware the false breaks -- Be purposeful about pausing -- chapter 4 Re-establish boundaries -- From victim to validated -- The three myths about boundaries -- Myth #1: Boundaries are selfish -- Truth #1: Boundaries allow us to care more deeply for others -- Myth #2: Setting boundaries pushes people away -- Truth #2: Setting boundaries gives others permission to do the same -- Myth #3: Setting boundaries takes too much time -- Truth #3: Taking time now will free up time (and your angst) later -- Listen to the niggles -- Four tools to set boundaries that stick -- Tool #1: Expand your options -- know your preferences -- Tool #2: Drop the 'hint' -- Tool #3: Be okay with push back -- Tool #4: Stop apologising (#sorrynotsorry) -- Set it - the universe will test it -- In the everyday moments -- chapter 5 Reconnect with what matters -- From cynical to grateful -- Self-harm versus self-calm -- Let's get physical -- Accept what is -- Drive what could be…”

Tabla de Contenidos: “…Alternating least squares with Apache Spark MLlib -- References -- Summary -- Chapter 12: Introduction to Natural Language Processing -- NLTK and built-in corpora -- Corpora examples -- The bag-of-words strategy -- Tokenizing -- Sentence tokenizing -- Word tokenizing -- Stopword removal -- Language detection -- Stemming -- Vectorizing -- Count vectorizing -- N-grams -- Tf-idf vectorizing -- A sample text classifier based on the Reuters corpus -- References -- Summary -- Chapter 13: Topic Modeling and Sentiment Analysis in NLP -- Topic modeling -- Latent semantic analysis -- Probabilistic latent semantic analysis -- Latent Dirichlet Allocation -- Sentiment analysis -- VADER sentiment analysis with NLTK -- References -- Summary -- Chapter 14: A Brief Introduction to Deep Learning and TensorFlow -- Deep learning at a glance -- Artificial neural networks -- Deep architectures -- Fully connected layers -- Convolutional layers -- Dropout layers -- Recurrent neural networks -- A brief introduction to TensorFlow -- Computing gradients -- Logistic regression -- Classification with a multi-layer perceptron -- Image convolution -- A quick glimpse inside Keras -- References -- Summary -- Chapter 15: Creating a Machine Learning Architecture -- Machine learning architectures -- Data collection -- Normalization -- Dimensionality reduction -- Data augmentation -- Data conversion -- Modeling/Grid search/Cross-validation -- Visualization -- scikit-learn tools for machine learning architectures -- Pipelines -- Feature unions -- References -- Summary -- Index…”

Tabla de Contenidos: “…Intro -- Introduction -- Acknowledgments -- 1 Stationary Processes and Time Series -- 1.1 Introduction -- 1.2 The Prediction Problem -- 1.3 Random Variable -- 1.4 Random Vector -- 1.5 Stationary Process -- 1.6 White Process -- 1.7 MA Process -- 1.8 AR Process -- 1.9 Yule-Walker Equations -- 1.10 ARMA Process -- 1.11 Spectrum of a Stationary Process -- 1.12 ARMA Model: Stability Test and Variance Computation -- 1.13 Fundamental Theorem of Spectral Analysis -- 1.14 Spectrum Drawing -- 1.15 Proof of the Fundamental Theorem of Spectral Analysis -- 1.16 Representations of a Stationary Process -- 2 Estimation of Process Characteristics -- 2.1 Introduction -- 2.2 General Properties of the Covariance Function -- 2.3 Covariance Function of ARMA Processes -- 2.4 Estimation of the Mean -- 2.5 Estimation of the Covariance Function -- 2.6 Estimation of the Spectrum -- 2.7 Whiteness Test -- 3 Prediction -- 3.1 Introduction -- 3.2 Fake Predictor -- 3.3 Spectral Factorization -- 3.4 Whitening Filter -- 3.5 Optimal Predictor from Data -- 3.6 Prediction of an ARMA Process -- 3.7 ARMAX Process -- 3.8 Prediction of an ARMAX Process -- 4 Model Identification -- 4.1 Introduction -- 4.2 Setting the Identification Problem -- 4.3 Static Modeling -- 4.4 Dynamic Modeling -- 4.5 External Representation Models -- 4.6 Internal Representation Models -- 4.7 The Model Identification Process -- 4.8 The Predictive Approach -- 4.9 Models in Predictive Form -- 5 Identification of Input-Output Models -- 5.1 Introduction -- 5.2 Estimating AR and ARX Models: The Least Squares Method -- 5.3 Identifiability -- 5.4 Estimating ARMA and ARMAX Models -- 5.5 Asymptotic Analysis -- 5.6 Recursive Identification -- 5.7 Robustness of Identification Methods -- 5.8 Parameter Tracking -- 6 Model Complexity Selection -- 6.1 Introduction -- 6.2 Cross‐validation -- 6.3 FPE Criterion…”

Tabla de Contenidos: “…-- Fear of Missing Out -- Social Validation -- Ego -- Social Comparison -- Social Space Underpinning New Sharing Norm -- What Consumers Share -- Notes -- PART II NEW VOICE INNOVATORS' WIN-WIN -- CHAPTER 4 Yesterday's Indirect Information Model -- Yesterday's Model -- Legacy of Indirect Information -- Privacy Not -- Notes -- CHAPTER 5 Emerging Customer's New Voice Business Information Model -- Customer-Direct Information Model -- Forces Driving New Voice Engagement -- Customers Want Relevancy -- Businesses Want Relevancy -- Direct New Voice Navigates Privacy -- Direct Competencies Required -- Information/Value Exchange Competency -- Direct Information Competency -- Unlocking Consumers' Intent -- Intent Continuum -- Life of Intent and Context -- Indirect Voice of Purchase Intent/Context -- Sources -- Display (Digital) Advertising Intent and Context Sources -- Price of Inferred Intent and Context -- Segmentation Uncertainty -- Location‐Based Intent and Content Sources -- Location‐Based Service Providers -- Transaction Intent and Context Sources -- Video Intent and Context Sources -- Notes…”

Tabla de Contenidos: “…Simple search engine with result caching -- Cache basics -- Cache invalidation of Redis data -- Using browser localStorage as cache -- Working with streams -- Storing and searching XML documents using PHP -- Using Elasticsearch to search a social network database -- Displaying randomized search engine results -- Summary -- Chapter 5: Creating a RESTful Web Service -- RESTful basics -- REST architectures -- Common HTTP methods and response codes -- First steps with the Slim framework -- Installing Slim -- A small sample application -- Accepting URL parameters -- Accepting HTTP requests with a message body -- The PSR-7 standard -- Middleware -- Implementing the REST service -- Designing the service -- Bootstrapping the project -- Building the persistence layer with MongoDB -- Adding and retrieving users -- Listing and searching users -- Deleting profiles -- Validating input -- Streams and large files -- Profile image upload -- Using GridFS storage -- Summary -- Chapter 6: Building a Chat Application -- The WebSocket protocol -- First steps with Ratchet -- Architectural considerations -- Getting started -- Testing WebSocket applications -- Playing with the event loop -- Implementing the chat application -- Bootstrapping the project server-side -- Bootstrapping the HTML user interface -- Building a simple chat application -- Receiving messages -- Sending messages -- Testing the application -- Keeping the connection from timing out -- Deployment options -- Bridging Ratchet and PSR-7 applications -- Accessing your application via the web server -- Adding authentication -- Creating the login form -- Checking the authorization -- Connecting users and messages -- Summary -- Chapter 7: Building an Asynchronous Microservice Architecture -- The target architecture -- ZeroMQ patterns -- Request/reply pattern -- Publish/subscribe pattern -- Push/pull pattern…”

Tabla de Contenidos: “…Monitoring and Controlling Process Group -- 7.1 Monitor and Control Project Work -- 7.2 Perform Integrated Change Control -- 7.3 Validate Scope -- 7.4 Control Scope -- 7.5 Control Schedule -- 7.6 Control Costs -- 7.7 Control Quality -- 7.8 Control Resources -- 7.9 Monitor Communications -- 7.10 Monitor Risks -- 7.11 Control Procurements -- 7.12 Monitor Stakeholder Engagement…”