Tabla de Contenidos: “…-- Query Store architecture -- Enabling and configuring Query Store -- Enabling Query Store with SSMS -- Enabling Query Store with Transact-SQL -- Configuring Query Store -- Query Store default configuration -- Query Store Recommended Configuration -- Disabling and cleaning Query Store -- Query Store in action -- Capturing Query info -- Capturing plan info -- Collecting runtime statistics -- Query Store and migration -- Query Store - identifying regressed queries -- Query Store - fixing regressed queries -- Query Store reports in SQL Server management studio -- Regressed queries -- Top resource consuming queries tab -- Overall resource consumption -- Query Store use cases -- SQL Server version upgrades and patching -- Application and service releases, patching, failovers, and cumulative updates -- Identifying ad hoc queries -- Identifying unfinished queries -- Summary -- Chapter 10: Columnstore Indexes -- Analytical queries in SQL Server -- Joins and indexes -- Benefits of clustered indexes -- Leveraging table partitioning -- Nonclustered indexes in analytical scenarios -- Using indexed views -- Data compression and query techniques -- Writing efficient queries -- Columnar storage and batch processing -- Columnar storage and compression…”

Tabla de Contenidos: “…Benefiting from industrialization -- The BRIC countries -- China -- Brazil -- What Makes Commodities Unique -- Gaining from inelasticity -- Finding a safe haven -- Hedging against inflation -- Taking time to bring new sources online -- Sell in May and go away? …”

Tabla de Contenidos: “…Make Data Your Friend -- 8. Report Back -- Conclusion -- Do's and Don'ts -- About the Expert -- Resource Review -- Chapter 12 Event-Based Fundraising -- Introduction -- Critical Skills and Competencies -- 1. …”

Tabla de Contenidos: “…-- Search space -- Optimization method -- Evaluation method -- NAS on Vertex AI overview -- NAS best practices -- Summary -- Chapte 10: Vertex AI Deployment and Automation Tools - Orchestration through Managed Kubeflow Pipeli -- Technical requirements -- Orchestrating ML workflows using Vertex AI Pipelines (managed Kubeflow pipelines) -- Developing Vertex AI Pipeline using Python -- Pipeline components -- Orchestrating ML workflows using Cloud Composer (managed Airflow) -- Creating a Cloud Composer environment -- Vertex AI Pipelines versus Cloud Composer -- Getting predictions on Vertex AI -- Getting online predictions -- Getting batch predictions -- Managing deployed models on Vertex AI -- Multiple models - single endpoint -- Single model - multiple endpoints -- Compute resources and scaling -- Summary -- Chapter 11: MLOps Governance with Vertex AI -- What is MLOps governance and what are its key components? …”

Tabla de Contenidos: “…-- Using the LookUp() function -- Summary -- Chapter 7: Canvas App Formulas -- Technical requirements -- Exploring formulas in canvas apps -- Creating a submit button formula for canvas apps -- Adding a success screen after a Submit button click -- Adding a back button to the success screen -- Adding a new form after the back button is clicked -- Displaying all events in a gallery view -- Adding a refresh button to the event gallery -- Adding sorting to the event gallery -- Adding search to the event gallery -- Filtering active events -- Summary -- Chapter 8: Conditional Formatting and URL Deep Linking -- Technical requirements -- Applying conditional formatting -- Importance of conditional formatting -- Core benefits -- Concepts within conditional formatting -- Example of basic conditional formatting -- Examples of conditional formatting -- Best practices -- Implementing URL deep linking -- What is URL deep linking? …”

Tabla de Contenidos: “…Additional material -- Locating the Web material -- Using the Web material -- How to use the Web material -- Abbreviations and acronyms -- Related publications -- IBM Redbooks -- Online resources -- How to get IBM Redbooks -- Help from IBM -- Index -- Back cover…”

Tabla de Contenidos: “…Procedure: How to Use Master Data Manager to Initiate the Staging Process -- Procedure: How to Use Stored Procedures to Initiate the Staging Process -- The End of Staging Sweep -- Using Web Services to Stage Data -- Errors That Occur During Staging -- Procedure: How to View Staging Errors in Management Studio -- Staging Errors View -- Viewing the Staging Batch Table -- Procedure: How to Clear the Staging Queue -- Summary -- Chapter 6: Working with Hierarchies and Collections -- Ragged vs. …”

Tabla de Contenidos: “…Additional material -- Locating the Web material -- Using the Web material -- System requirements for downloading the Web material -- How to use the Web material -- Additional files to run the sample applications -- Related publications -- IBM Redbooks -- Online resources -- How to get IBM Redbooks -- Help from IBM -- Index -- Back cover…”

Tabla de Contenidos: “…-- New Features Related to Upgrading to Oracle Database 12c -- Pre-Upgrade Information Tool -- Parallel Processing for Database Upgrades -- Restartable DBUA -- Pre- and Post-Upgrade Summary Report Enhancements -- Installation of Oracle XML Database During the Upgrade -- Preparing for an Upgrade to Oracle Database 12c -- Read, and Then Read Some More -- Testing -- Check for Compatibility Issues -- Consider Removing Database Control Before You Upgrade -- Back Up the Source Database -- Choose an Upgrade or Migration Method -- More About the Pre-Upgrade Information Tool -- Getting Ready to Upgrade or Migrate…”

Tabla de Contenidos: “…Loading the Hugging Face BERT uncased base model -- Optimizer grouped parameters -- The hyperparameters for the training loop -- The training loop -- Training evaluation -- Predicting and evaluating using the holdout dataset -- Evaluating using the Matthews Correlation Coefficient -- The scores of individual batches -- Matthews evaluation for the whole dataset -- Summary -- Questions -- References -- Chapter 4: Pretraining a RoBERTa Model from Scratch -- Training a tokenizer and pretraining a transformer -- Building KantaiBERT from scratch -- Step 1: Loading the dataset -- Step 2: Installing Hugging Face transformers -- Step 3: Training a tokenizer -- Step 4: Saving the files to disk -- Step 5: Loading the trained tokenizer files -- Step 6: Checking resource constraints: GPU and CUDA -- Step 7: Defining the configuration of the model -- Step 8: Reloading the tokenizer in transformers -- Step 9: Initializing a model from scratch -- Exploring the parameters -- Step 10: Building the dataset -- Step 11: Defining a data collator -- Step 12: Initializing the trainer -- Step 13: Pretraining the model -- Step 14: Saving the final model (+tokenizer + config) to disk -- Step 15: Language modeling with FillMaskPipeline -- Next steps -- Summary -- Questions -- References -- Chapter 5: Downstream NLP Tasks with Transformers -- Transduction and the inductive inheritance of transformers -- The human intelligence stack -- The machine intelligence stack -- Transformer performances versus Human Baselines -- Evaluating models with metrics -- Accuracy score -- F1-score -- Matthews Correlation Coefficient (MCC) -- Benchmark tasks and datasets -- From GLUE to SuperGLUE -- Introducing higher Human Baselines standards -- The SuperGLUE evaluation process -- Defining the SuperGLUE benchmark tasks -- BoolQ -- Commitment Bank (CB)…”

Tabla de Contenidos: “…-- How did you make the move back to Switzerland? -- You established your group in the lab space of Jacques Moser? …”

Tabla de Contenidos: “…. -- When you've finished writing something, go back and cut it by a third. -- An idea isn't finished until it leads the customer somewhere. -- Proofread your own work. -- If you have to have one, make your tagline an anthem…”

Tabla de Contenidos: “…-- Lesson F: Layers on the Move -- Drag, Keep Dragging, and Drop -- A Few Selection Methods -- Lesson G: Intro to Smart Objects and Filters -- Nondestructive Alteration -- A Note Regarding Navigation -- 2 A Few Adjustments -- Lesson A: The Color Wheel -- Additive Primaries -- Complementary Colors -- Fixing Only What's Wrong -- Lesson B: Photo Filter Adjustment -- Adjustment as Diagnostic and Cure -- Lesson C: Curves -- Tone Plus Color -- Monochromatic Contrast Enhancement -- Per-Channel Contrast Enhancement -- Auto and Semi-Auto Curves -- Lesson D: Vibrance &amp -- Hue/Saturation -- Definition of Saturation -- Color Clipping -- Vibrance -- Hue/Saturation -- Limiting Adjustments -- 3 Selections &amp -- Masking -- Warm-Up -- Lesson A: Rectangular Marquee -- Basic Use -- Modifier Keys -- Lesson B: Elliptical Marquee -- Vibrance Adjustment -- Lesson C: Lasso &amp -- Polygonal Lasso -- The Lasso Tool -- The Polygonal Lasso Tool -- Lesson D: Object Selection -- Object Selection Tool -- Magic Wand Tool -- Quick Selection Tool -- Select Subject -- Select and Mask Workspace -- Lesson E: Mini Project -- Peachy In The Woods -- A Quick Shadow -- Lesson F: Color Range -- When Selecting Or Avoiding a Color -- Lesson G: Saving &amp -- Loading Selections -- Selections to Channels and Back -- Quick Mask Revealed…”

Tabla de Contenidos: “…-- Touring the iPad Exterior -- Checking out the top -- Perusing the bottom -- Exploring the right side -- Getting to know the back -- Becoming familiar with the front -- Exploring the Home Screen and Dock -- Interpreting the status bar -- Exploring the Home screen -- Getting to know the dock -- Chapter 2 Basic Training -- Turning On and Setting Up the iPad -- Automatic setup -- Manual setup -- Mastering the Touchscreen -- Training your digits -- Navigating beyond the main Home screen page -- Select, cut, copy, and paste -- To err is human, to undo divine -- Running Multiple Apps -- Switching between running apps -- Sharing the screen with split view -- Sharing the screen with slide over -- All the iPad's a stage: Multitasking with Stage Manager -- Sharing the screen with picture-in-picture -- Organizing Icons into Folders -- Printing -- Searching Your iPad -- Getting to Know the iPad's Onscreen Keyboard -- Anticipating what comes next -- Discovering the special-use keys -- Finger-typing on the virtual keyboards -- Editing mistakes -- Chapter 3 Synchronicity: Getting Stuff to and from Your iPad -- A Brief iCloud Primer -- Getting in Sync -- Sync prep 101 -- Backing up your iPad -- Disconnecting the iPad -- Synchronizing Your Data -- Syncing contacts -- Syncing calendars -- Syncing bookmarks…”

Tabla de Contenidos: “…-- Creating Materialized Views and understanding how BI Engine works -- Understanding BI Engine -- Summary -- Chapter 8: Building Machine Learning Solutions on GCP -- Technical requirements -- A quick look at ML -- Exercise - practicing ML code using Python -- Preparing the ML dataset by using a table from the BigQuery public dataset -- Training the ML model using Random Forest in Python -- Creating a batch prediction using the training dataset's output -- The MLOps landscape in GCP -- Understanding the basic principles of MLOps -- Introducing GCP services related to MLOps -- Exercise - leveraging pre-built GCP models as a service -- Uploading the image to a GCS bucket -- Creating a detect text function in Python -- Exercise - using GCP in AutoML to train an ML model -- Exercise - deploying a dummy workflow with Vertex AI Pipelines -- Creating a dedicated regional GCS bucket -- Developing the pipeline on Python -- Monitoring the pipeline on the Vertex AI Pipelines console -- Exercise - deploying a scikit-learn model pipeline with Vertex AI -- Creating the first pipeline, which will result in an ML model file in GCS -- Running the first pipeline in Vertex AI Pipelines -- Creating the second pipeline, which will use the model file from the prediction results as a CSV file in GCS -- Running the second pipeline in Vertex AI Pipelines -- Summary…”

Tabla de Contenidos: “…Albert van Giffen (with the back to the camera) talking to Maurice Euzennat(?). …”

Tabla de Contenidos: “…-- What are the main differences between props and state? -- How does React batch multiple state updates? -- Can you prevent automatic batching? …”

Tabla de Contenidos: “…Partition creation and encryption via a terminal -- LUKS -- Backups, tools, rsync, and recovery -- What is a backup? -- Deciding what to back up -- Backing up SW, rsync, and recovery -- Summary -- Chapter 11: Network Fundamentals, File Sharing, and SSH -- Network basics -- IPv4 address -- IPv6 address -- Hostname -- DNS and WWW -- Local network configuration basics -- Pinging a computer in our local network -- Router -- Static and dynamic IPs -- Local and public IP -- Scanning the network -- Subnet mask of a network -- Short network sharing introduction -- A bit of NFS history and characteristics -- Enabling time synchronization for NFS -- Sharing on the server side -- Essential commands for NFS status -- Getting access to a shared directory on the client side -- Synchronization on the client side -- Mounting permanently on the client side based on a static IP -- Automating all the commands -- Accessing NFS shared data by server name -- Accessing data via an encrypted connection -- Windows clients -- macOS clients -- Sharing via Samba Server -- Sharing directories by ourselves via Terminal and all configurations -- Secure Shell (SSH) and working remotely -- Enabling SSH on the server side -- Connecting from another Linux machine locally -- Connecting remotely from the internet -- Connecting remotely from the internet through a VPN -- Connecting from a Windows machine -- Sharing via SSHFS -- Summary -- Chapter 12: Internet, Network Security, Firewalls, and VPNs -- How the internet works, network protocols, and ports -- TCP/IP and OSI network models -- All types of network protocols and the ports for them -- UDP versus TCP and others -- A few other essential protocols -- The Linux basic network modules and a port-scan tool -- Attacks, security advice, and firewalls -- When is a Linux distribution in danger? …”

Tabla de Contenidos: “…. -- 2.1 Traction for a Thick, Holistic Human Rights Approach -- 2.2 Emphasis On the 'public' and Reframing of the Essential role of the State As Guarantor -- 2.3 Recognition of the Need for Multilateralism and International Solidarity and Cooperation -- 3 Trends That Will Aggravate Vices in the 2030 Agenda -- 3.1 Austerity Measures -- 2.2 Corporate Capture Through 'stakeholder Capitalism' and Mulitstakeholderism -- 4 Conclusion: Build Back Better - But Better for Whom? -- References -- 12 The Human Right to Food: Lessons Learned Toward Food Systems Transformation -- 1 Introduction to the Concepts of the Human Right to Food -- 2 The Main Impacts of the Covid-19 Pandemic On the Realization of the Right to Food and Nutrition…”

Tabla de Contenidos: “…-- How the Registry is organized -- New Registry features -- Backing up and restoring the Registry -- Using Regedit -- Other registry tools -- Registry privileges and policies -- 29. …”