Tabla de Contenidos: “…-- Assessing the quality of standardized questionnaires: reliability, validity, and sensitivity -- Other item characteristics -- Number of scale steps -- Availability of a neutral response -- Agreement versus bipolar scales -- Norms -- Post-study questionnaires -- QUIS (Questionnaire for User Interaction Satisfaction) -- Description of the QUIS -- Psychometric evaluation of the QUIS -- SUMI (Software Usability Measurement Inventory) -- Description of the SUMI -- Psychometric evaluation of the SUMI -- PSSUQ (Post-Study System Usability Questionnaire) -- Description of the PSSUQ -- Psychometric evaluation of the PSSUQ -- PSSUQ norms and interpretation of normative patterns -- SUS (System Usability Scale) -- Description of the SUS -- Psychometric evaluation of the SUS -- SUS norms -- Does it hurt to be positive? …”

Tabla de Contenidos: “…. -- Verifying HTML, CSS and JavaScript validity using SonarQube -- Getting ready -- How to do it... -- There's more -- Verifying Java code using SonarQube -- Getting ready -- How to do it... -- Configuring SonarQube as a Windows service -- Getting ready -- How to do it... -- There's more -- Chapter 5: Building Applications in Jenkins -- Introduction -- Configuring an Ant project for execution -- Getting ready -- How to do it... -- There's more... -- Configuring a Maven project for execution -- Getting ready -- How to do it... -- Configuring an Android project for execution -- Getting ready -- How to do it... -- Manipulating environmental variables -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Running Ant through Groovy in Maven -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Getting ready -- How to do it... -- How it works... -- There's more... -- Different server types -- Eclipse templates for JSP pages -- Remotely triggering jobs through the Jenkins API -- Getting ready -- How to do it... -- How it works... -- There's more... -- Running jobs from within Maven -- Remotely generating jobs -- See also -- Chapter 6: Continuous Delivery -- Introduction -- Archiving artifacts -- Getting ready -- How to do it... -- See also…”

Tabla de Contenidos: “…Building Tables -- Locating table rows with keys -- Using the CREATE TABLE statement -- Setting Constraints -- Column constraints -- Table constraints -- Keys and Indexes -- Ensuring Data Validity with Domains -- Establishing Relationships between Tables -- Altering Table Structure -- Deleting Tables -- Book 3 SQL Queries -- Chapter 1 Values, Variables, Functions, and Expressions -- Entering Data Values -- Row values have multiple parts -- Identifying values in a column -- Literal values don't change -- Variables vary -- Special variables hold specific values -- Working with Functions -- Summarizing data with set functions -- Dissecting data with value functions -- Using Expressions -- Numeric value expressions -- String value expressions -- Datetime value expressions -- Interval value expressions -- Boolean value expressions -- Array value expressions -- Conditional value expressions -- Converting data types with a CAST expression -- Row value expressions -- Chapter 2 SELECT Statements and Modifying Clauses -- Finding Needles in Haystacks with the SELECT Statement -- Modifying Clauses -- FROM clauses -- WHERE clauses -- GROUP BY clauses -- HAVING clauses -- ORDER BY clauses -- Tuning Queries -- SELECT DISTINCT -- Temporary tables -- The ORDER BY clause -- The HAVING clause -- The OR logical connective -- Chapter 3 Querying Multiple Tables with Subqueries -- What Is a Subquery? …”

Tabla de Contenidos: “…. -- How it works... -- See also -- Validating array for optimal neural network performance -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Setting up the activation function with sigmoid -- Getting ready -- How to do it... -- How it works... -- See also -- Creating the sigmoid derivative function -- Getting ready -- How to do it... -- How it works... -- See also -- Calculating the cost function in a neural network -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Predicting gender based on height and weight -- Getting ready -- How to do it... -- How it works... -- See also -- Visualizing prediction scores -- Getting ready -- How to do it... -- How it works... -- Pain Points of Convolutional Neural Chapter 3: Networks -- Introduction -- Pain Point #1: Importing MNIST images -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Pain Point #2: Visualizing MNIST images -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Pain Point #3: Exporting MNIST images as files -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Pain Point #4: Augmenting MNIST images -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Pain Point #5: Utilizing alternate sources for trained images -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Pain Point #6: Prioritizing high-level libraries for CNNs -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also…”

Tabla de Contenidos: “…. -- Preventing protocol-handler-based XSS -- Parameter validation -- Escaping in JavaScript contexts -- See also -- Preventing Cross Site Request Forgery -- Getting ready -- How to do it... -- How it works... -- There's more... -- Securing older browsers -- See also -- Chapter 9: Optimizing Performance -- Introduction -- Benchmarking HTTP -- Getting ready -- How to do it... -- How it works... -- There's more... -- Profiling for production -- Measuring POST performance -- See also -- Finding bottlenecks with flamegraphs -- Getting ready -- How to do it... -- How it works... -- There's more... -- Finding a solution -- How 0x works -- CPU profiling with Chrome Devtools -- See also -- Optimizing a synchronous function call -- Getting ready -- How to do it... -- How it works... -- There's more... -- Function inlining -- Checking the optimization status -- Tracing optimization and deoptimization events -- See also -- Optimizing asynchronous callbacks -- Getting ready -- How to do it... -- How it works... -- There's more... -- A database solution -- A caching solution -- See also -- Profiling memory -- Getting ready -- How to do it... -- How it works... -- There's more... -- Visualizing memory usage in the Terminal -- See also -- Chapter 10: Building Microservice Systems -- Introduction…”

Tabla de Contenidos: “…Generating variations on image data -- Sampling data in different ways -- Accessing Data in Structured Flat-File Form -- Reading from a text file -- Reading CSV delimited format -- Reading Excel and other Microsoft Office files -- Sending Data in Unstructured File Form -- Managing Data from Relational Databases -- Interacting with Data from NoSQL Databases -- Accessing Data from the Web -- Chapter 7 Conditioning Your Data -- Juggling between NumPy and pandas -- Knowing when to use NumPy -- Knowing when to use pandas -- Validating Your Data -- Figuring out what's in your data -- Removing duplicates -- Creating a data map and data plan -- Manipulating Categorical Variables -- Creating categorical variables -- Renaming levels -- Combining levels -- Dealing with Dates in Your Data -- Formatting date and time values -- Using the right time transformation -- Dealing with Missing Data -- Finding the missing data -- Encoding missingness -- Imputing missing data -- Slicing and Dicing: Filtering and Selecting Data -- Slicing rows -- Slicing columns -- Dicing -- Concatenating and Transforming -- Adding new cases and variables -- Removing data -- Sorting and shuffling -- Aggregating Data at Any Level -- Chapter 8 Shaping Data -- Working with HTML Pages -- Parsing XML and HTML -- Using XPath for data extraction -- Working with Raw Text -- Dealing with Unicode -- Stemming and removing stop words -- Introducing regular expressions -- Using the Bag of Words Model and Beyond -- Understanding the bag of words model -- Working with n-grams -- Implementing TF-IDF transformations -- Working with Graph Data -- Understanding the adjacency matrix -- Using NetworkX basics -- Chapter 9 Putting What You Know in Action -- Contextualizing Problems and Data -- Evaluating a data science problem -- Researching solutions -- Formulating a hypothesis -- Preparing your data…”

Tabla de Contenidos: “…Intro -- Title Page -- Copyright Page -- Table of Contents -- Introduction -- About This Book -- Foolish Assumptions -- Icons Used in This Book -- Beyond the Book -- Where to Go from Here -- Part 1 Discovering Deep Learning -- Chapter 1 Introducing Deep Learning -- Defining What Deep Learning Means -- Starting from Artificial Intelligence -- Considering the role of AI -- Focusing on machine learning -- Moving from machine learning to deep learning -- Using Deep Learning in the Real World -- Understanding the concept of learning -- Performing deep learning tasks -- Employing deep learning in applications -- Considering the Deep Learning Programming Environment -- Overcoming Deep Learning Hype -- Discovering the start-up ecosystem -- Knowing when not to use deep learning -- Chapter 2 Introducing the Machine Learning Principles -- Defining Machine Learning -- Understanding how machine learning works -- Understanding that it's pure math -- Learning by different strategies -- Training, validating, and testing data -- Looking for generalization -- Getting to know the limits of bias -- Keeping model complexity in mind -- Considering the Many Different Roads to Learning -- Understanding there is no free lunch -- Discovering the five main approaches -- Delving into some different approaches -- Awaiting the next breakthrough -- Pondering the True Uses of Machine Learning -- Understanding machine learning benefits -- Discovering machine learning limits -- Chapter 3 Getting and Using Python -- Working with Python in this Book -- Obtaining Your Copy of Anaconda -- Getting Continuum Analytics Anaconda -- Installing Anaconda on Linux -- Installing Anaconda on MacOS -- Installing Anaconda on Windows -- Downloading the Datasets and Example Code -- Using Jupyter Notebook -- Defining the code repository -- Getting and using datasets -- Creating the Application…”

Tabla de Contenidos: “…-- Trading Ranges -- Prior Major Highs and Lows -- Concentrations of Relative Highs and Relative Lows -- Trend Lines, Channels, and Internal Trend Lines -- Price Envelope Bands -- Chapter 9: Chart Patterns -- One-Day Patterns -- Continuation Patterns -- Top and Bottom Formations -- Notes -- Chapter 10: Is Chart Analysis Still Valid? -- Chapter 11: Technical Indicators -- What Is an Indicator? …”

Tabla de Contenidos: “…Preface -- 1 -- Getting Started with ChatGPT for Salesforce Development -- A little bit about Salesforce -- History of AI -- Salesforce and generative AI -- OpenAI and ChatGPT -- Setting up ChatGPT for Salesforce -- Dedicated chat thread -- ChatGPT custom instructions -- Salesforce project creative brief -- ChatGPT-assisted Salesforce development -- Troubleshooting with ChatGPT -- ChatGPT "levels up" developers -- The case study -- Summary -- 2 -- Using ChatGPT for Salesforce Configuration -- The basics of Salesforce configuration -- Creating custom fields and objects -- Setting up validation rules -- Modifying page layouts -- Creating a report -- Setting up approval processes -- Summary -- 3 -- Using ChatGPT for Salesforce Flows -- Unlocking the potential of Salesforce Flows and the role of ChatGPT -- Troubleshooting Flow errors with ChatGPT assistance -- Governor limits -- An unhandled fault has occurred in this flow -- Permission and sharing issues -- Advanced flow techniques with ChatGPT -- Case study -- Summary -- 4 -- Using ChatGPT for Salesforce Feature Design -- Exploring multiple solutions with ChatGPT -- Integrating Salesforce and Snowflake -- Conclusion - Integrating Salesforce and Snowflake -- Brainstorming with ChatGPT -- Scaling solutions -- Summary -- 5 -- Using ChatGPT for Salesforce Apex That Someone Else Wrote -- Understanding existing Apex code -- Identifying and rectifying issues in Apex code -- Adding and managing comments in Apex code -- Summary -- 6 -- Using ChatGPT for Salesforce Apex -- Crafting Apex code with ChatGPT's guidance -- Optimizing and refactoring Apex code -- Error handling and debugging in Apex -- Best practices and continuous learning -- Summary -- 7 -- Using ChatGPT for Salesforce Web Services and Callouts -- Technical requirements -- Salesforce Web Services -- Salesforce Apex callouts…”

Tabla de Contenidos: “…runAsync() - running a task asynchronously -- supplyAsync() - running a task asynchronously, with a return value -- Attaching a callback to the CompletableFuture -- Spring Security configuration -- Configuring Spring Security dependencies -- Configuring a security filter for incoming requests -- Configuring Spring Security -- Adding a controller -- Authentication cache -- Implementing the caching configuration class -- Providing UserCache to AuthenticationProvider -- Providing AuthenticationProvider to AuthenticationManagerBuilder -- Fast and stateless API authentication with Spring Security -- API authentication with the JSESSIONID cookie -- API authentication without the JSESSIONID cookie -- Monitoring and managing Tomcat with JMX -- Connecting JMX to monitor Tomcat -- Creating an MBean -- Exporting an MBean in a Spring context -- Spring MVC performance improvements -- High performance using connection pooling -- Hibernate improvements -- Testing improvements -- Proper server maintenance -- Using the authentication cache with Spring Security -- Implementing Executor service framework -- Summary -- Chapter 5: Understanding Spring Database Interactions -- Spring JDBC configuration -- Problems with core JDBC -- Solving problems with Spring JDBC -- Spring JDBC dependencies -- Spring JDBC example -- Database design for optimal performance -- Table design -- Vertical partitioning of a table -- Use indexing -- Using the correct data type -- Defining column constraints -- Using stored procedures -- Transaction management -- Choosing a transaction manager in Spring -- Declarative ACID using @Transactional -- Optimal isolation levels -- Read uncommitted -- Read committed -- Repeatable read -- Serializable -- Optimal fetch size -- Optimal connection pooling configuration -- Sizing the connection pool -- Validate connections -- Connection leaks…”

Tabla de Contenidos: “…The Enterprise Deployment -- SQL Server Editions -- Default and Named Instances -- Topology -- Modes -- Installation Options -- The Reporting Life Cycle -- Authoring -- Management -- Delivery -- Reporting Services Tools -- Report Builder -- Web Portal -- SharePoint Libraries and Web Parts -- Reporting Services Configuration Manager -- SQL Server Management Applications -- Command-Line Utilities -- HTML Viewer -- Report Viewer Control -- Reporting Services Web Service -- Reporting Services Windows Service -- HTTP.SYS and the HTTP Listener -- The Security Sublayer -- Web Portal and the Web Service -- Core Processing -- Service Management -- WMI and the RPC Interface -- Reporting Services Processors and Extensions -- The Report Processor -- Data Processing Extensions -- Report Items -- Rendering Extensions -- The Scheduling and Delivery Processor -- Delivery Extensions -- Reporting Services Application Databases -- ReportServer -- ReportServerTempDB -- Summary -- Part II: Basic Report Design -- Chapter 4: Report Layout and Formatting -- Using Report Design Tools -- Understanding Report Data Building Blocks -- Data Sources -- Datasets -- Data Regions -- Report Items -- Samples and Exercises -- Preparing the Report Data -- Designing the Report Layout -- Reviewing the Report -- Setting Formatting Properties -- Validating Report Design and Grouping Data -- Summary -- Chapter 5: Data Access and Query Basics -- Database Essentials -- Relational Database Concepts -- What's a Sequel? …”

Tabla de Contenidos: “…. -- How it works... -- Validating user data before sending it -- Getting ready -- How to do it... -- How it works... -- Creating a form and sending data to your server -- Getting ready -- How to do it... -- How it works... -- There's more... -- Recovering from an error during a request -- Getting ready -- How to do it... -- How it works... -- Creating a REST client (and server!) …”

Tabla de Contenidos: “…Airline Passengers dataset -- Loading the airpass dataset -- Visualizing the airpass dataset -- Preprocessing the dataset for RNN models with TensorFlow -- Simple RNN in TensorFlow -- LSTM in TensorFlow -- GRU in TensorFlow -- Preprocessing the dataset for RNN models with Keras -- Simple RNN with Keras -- LSTM with Keras -- GRU with Keras -- Summary -- Chapter 8: RNN for Text Data with TensorFlow and Keras -- Word vector representations -- Preparing the data for word2vec models -- Loading and preparing the PTB dataset -- Loading and preparing the text8 dataset -- Preparing the small validation set -- skip-gram model with TensorFlow -- Visualize the word embeddings using t-SNE -- skip-gram model with Keras -- Text generation with RNN models in TensorFlow and Keras -- Text generation LSTM in TensorFlow -- Text generation LSTM in Keras -- Summary -- Chapter 9: CNN with TensorFlow and Keras -- Understanding convolution -- Understanding pooling -- CNN architecture pattern - LeNet -- LeNet for MNIST data -- LeNet CNN for MNIST with TensorFlow -- LeNet CNN for MNIST with Keras -- LeNet for CIFAR10 Data -- ConvNets for CIFAR10 with TensorFlow -- ConvNets for CIFAR10 with Keras -- Summary -- Chapter 10: Autoencoder with TensorFlow and Keras -- Autoencoder types -- Stacked autoencoder in TensorFlow -- Stacked autoencoder in Keras -- Denoising autoencoder in TensorFlow -- Denoising autoencoder in Keras -- Variational autoencoder in TensorFlow -- Variational autoencoder in Keras -- Summary -- Chapter 11: TensorFlow Models in Production with TF Serving -- Saving and Restoring models in TensorFlow -- Saving and restoring all graph variables with the saver class -- Saving and restoring selected variables with the saver class -- Saving and restoring Keras models -- TensorFlow Serving -- Installing TF Serving -- Saving models for TF Serving…”

Tabla de Contenidos: “…-- Limitations in Bitcoin -- Altcoins -- Overview of blockchain use cases in the industry and government -- Financial services -- Healthcare -- Blockchain use cases led by government -- Ushering in the world of Ethereum -- Smart contract -- EVM -- Account -- Summary -- Chapter 2: Ethereum Architecture and Ecosystem -- Technical requirements -- Introducing the Eth1 Architecture -- Ethereum - the world computer -- Web 2.0, Web3, to the Metaverse -- DApps -- Diving deep into Eth1 -- Accounts -- Two types of accounts -- EOAs -- CAs -- Transactions and messages -- Smart contracts -- Ether and gas -- The EVM -- Addresses and wallets -- Examining mining in Eth 1.0 -- Mining and the consensus protocol -- Ethereum transactions and block structure -- Transaction validation and block verification -- Understanding scaling challenges in Ethereum -- The blockchain scalability trilemma -- Modular blockchain architecture -- Ethereum scaling solutions -- Introducing Beacon Chains and Eth2 -- PoS in Eth2 -- How the beacon chain works -- Benefits from the transition to PoS -- Merging Eth1 and Eth2 -- Merging Eth1 data into Eth2…”

Tabla de Contenidos: “…-- Reviewing Kubernetes resources -- Apiservices -- CertificateSigningRequests -- ClusterRoles -- ClusterRoleBindings -- ComponentStatus -- ConfigMaps -- ControllerRevisions -- CronJobs -- CSI drivers -- CSI nodes -- CSIStorageCapacities -- CustomResourceDefinitions -- DaemonSets -- Deployments -- Endpoints -- EndPointSlices -- Events -- FlowSchemas -- HorizontalPodAutoscalers -- IngressClasses -- Ingress -- Jobs -- LimitRanges -- LocalSubjectAccessReview -- MutatingWebhookConfiguration -- Namespaces -- NetworkPolicies -- Nodes -- PersistentVolumeClaims -- PersistentVolumes -- PodDisruptionBudgets -- Pods -- PodTemplates -- PriorityClasses -- PriorityLevelConfigurations -- ReplicaSets -- Replication controllers -- ResourceQuotas -- RoleBindings -- Roles -- RuntimeClasses -- Secrets -- SelfSubjectAccessReviews -- SelfSubjectRulesReviews -- Service accounts -- Services -- StatefulSets -- Storage classes -- SubjectAccessReviews -- TokenReviews -- ValidatingWebhookConfigurations -- VolumeAttachments -- Summary -- Questions -- Chapter 4: Services, Load Balancing, and Network Policies -- Technical requirements -- Exposing workloads to requests -- Understanding how Services work -- Creating a Service -- Using DNS to resolve services -- Understanding different service types -- The ClusterIP service -- The NodePort service…”

Tabla de Contenidos: “…Imbalanced data -- The size of the object within an image -- The difference between training and validation data -- The number of nodes in the flatten layer -- Image size -- OpenCV utilities -- Summary -- Questions -- Chapter 7: Basics of Object Detection -- Introducing object detection -- Creating a bounding-box ground truth for training -- Understanding region proposals -- Leveraging SelectiveSearch to generate region proposals -- Implementing SelectiveSearch to generate region proposals -- Understanding IoU -- Non-max suppression -- Mean average precision -- Training R-CNN-based custom object detectors -- Working details of R-CNN -- Implementing R-CNN for object detection on a custom dataset -- Downloading the dataset -- Preparing the dataset -- Fetching region proposals and the ground truth of offset -- Creating the training data -- R-CNN network architecture -- Predicting on a new image -- Training Fast R-CNN-based custom object detectors -- Working details of Fast R-CNN -- Implementing Fast R-CNN for object detection on a custom dataset -- Summary -- Questions -- Chapter 8: Advanced Object Detection -- Components of modern object detection algorithms -- Anchor boxes -- Region proposal network -- Classification and regression -- Training Faster R-CNN on a custom dataset -- Working details of YOLO -- Training YOLO on a custom dataset -- Installing Darknet -- Setting up the dataset format -- Configuring the architecture -- Training and testing the model -- Working details of SSD -- Components in SSD code -- SSD300 -- MultiBoxLoss -- Training SSD on a custom dataset -- Summary -- Questions -- Chapter 9: Image Segmentation -- Exploring the U-Net architecture -- Performing upscaling -- Implementing semantic segmentation using U-Net -- Exploring the Mask R-CNN architecture -- RoI Align -- Mask head…”

Tabla de Contenidos: “…-- XML Resources -- Oracle and XML -- Storing XML Data -- Storing XML as a CLOB -- Inspecting the XML Document -- XPath -- The extract( ) member function -- The extractValue( ) member function -- The existsNode( ) member function -- Moving data to relational tables -- Storing XML as a Set of Objects -- Registering your schema -- Assigning the schema to a column -- Inserting data -- XMLType validity functions -- Updating document content -- Generating XML Documents -- XMLElement( ) -- XMLAgg( ) -- XMLForest( ) -- Putting It All Together -- Summary -- Regular Expressions -- Elementary Regular Expression Syntax -- Matching a Single Character -- Matching Any of a Set of Characters -- Matching Repeating Sequences -- Defining Alternate Possibilities -- Subexpressions -- Anchoring an Expression…”

Tabla de Contenidos: “…Application Dependency and Performance -- Installing Application Dependency and Performance -- How ADP Monitors Middleware Targets -- Cross-Tier Diagnostics -- Analyzing Heap Snapshots -- Viewing Real-Time Data for a JVM -- Managing JVM Pools -- Tracing Active Threads -- Provisioning Middleware Through Cloud Control 12c -- The Middleware Provisioning Page in EM Cloud Control -- Scaling Up/Scaling Out Oracle Middleware -- Scaling Up and Scaling Out a WebLogic Domain -- Java EE Application Deployment and Undeployment -- Provisioning SOA Artifacts and Composites -- Using Oracle Exalogic Elastic Cloud -- Using the Exalogic Elastic Cloud Discovery Wizard -- Using the Exalogic Elastic Cloud Home Page and Dashboard -- Configuration and Change Management -- Tracking Assets -- Summary -- Part III: Notable Management Packs -- Chapter 12: Lifecycle Management Pack -- Discovery -- Introduction to the Provisioning and Patch Automation -- Configuring the Software Library -- Populating the Software Library with Application Software -- The Procedure Library -- Bare Metal Provisioning -- Setting Up the Bare Metal Provisioning Infrastructure -- Bare Metal Provisioning Deployments -- Database Provisioning -- Middleware Provisioning -- Patching -- Creating a Patch Plan -- Validating and Deploying the Patch Plan -- Linux Patching -- Linux RPM Repository Server Prerequisites -- Create Linux RPM Repository from ULN -- Manage Patching Groups -- Apply Patches -- Manage the RPM Repository -- Configuration Management -- Configuration Searches -- The Configuration Browser -- Configuration History -- Configuration Comparisons -- Other Configuration Activities -- Change Management -- Schema Baselines -- Schema Comparison -- Schema Synchronizations -- Schema Change Plans -- Data Comparison -- Compliance Management -- Compliance and Best Practices…”

Tabla de Contenidos: “…Evaluating Model Performance -- Measuring performance for classification -- Working with classification prediction data in R -- A closer look at confusion matrices -- Using confusion matrices to measure performance -- Beyond accuracy - other measures of performance -- The kappa statistic -- Sensitivity and specificity -- Precision and recall -- The F-measure -- Visualizing performance tradeoffs -- ROC curves -- Estimating future performance -- The holdout method -- Cross-validation -- Bootstrap sampling -- Summary -- 11. Improving Model Performance -- Tuning stock models for better performance -- Using caret for automated parameter tuning -- Creating a simple tuned model -- Customizing the tuning process -- Improving model performance with meta-learning -- Understanding ensembles -- Bagging -- Boosting…”

Tabla de Contenidos: “…Creating, Updating, and Deleting Documents -- Inserting and Saving Documents -- Bulk Insert -- Insert Validation -- Removing Documents -- Remove Speed -- Updating Documents -- Document Replacement -- Using Modifiers -- Upserts -- Updating Multiple Documents -- Returning Updated Documents -- Setting a Write Concern -- Chapter 4. …”