“…Knight suggests that current explorations of religious pluralism may be supplemented by combining new thinking about divine action with the kind of 'mystical theology' that sees doctrinal statements as aids to contemplation rather than as philosophical truth claims. …”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Foreword -- Contributors -- Table of Contents -- Preface -- Chapter 1: An Overview of Regularization -- Technical requirements -- Introducing regularization -- Examples of models that did not pass the deployment test -- Intuition about regularization -- Key concepts of regularization -- Bias and variance -- Underfitting and overfitting -- Regularization - from overfitting to underfitting -- Unavoidable bias -- Diagnosing bias and variance -- Regularization - a multi-dimensional problem -- Summary -- Chapter 2: Machine Learning Refresher -- Technical requirements -- Loading data -- Getting ready -- How to do it... -- There's more... -- See also -- Splitting data -- Getting ready -- How to do it... -- See also -- Preparing quantitative data -- Getting ready -- How to do it... -- There's more... -- See also -- Preparing qualitative data -- Getting ready -- How to do it... -- There's more... -- See also -- Training a model -- Getting ready -- How to do it... -- See also -- Evaluating a model -- Getting ready -- How to do it... -- See also -- Performing hyperparameter optimization -- Getting ready -- How to do it... -- Chapter 3: Regularization with Linear Models -- Technical requirements -- Training a linear regression model with scikit-learn -- Getting ready -- How to do it... -- There's more... -- See also -- Regularizing with ridge regression -- Getting ready -- How to do it... -- There's more... -- See also -- Regularizing with lasso regression -- Getting ready -- How to do it... -- There's more... -- See also -- Regularizing with elastic net regression -- Getting ready -- How to do it... -- See also -- Training a logistic regression model -- Getting ready -- How to do it... -- Regularizing a logistic regression model -- Getting ready -- How to do it... -- There's more... -- Choosing the right regularization -- Getting ready…”

Tabla de Contenidos: “…Table of Contents; Preface; About The Book; Prerequisites; Conventions Used in This Book; Tools; Using Code Examples; Safari® Books Online; How to Contact Us; The Recipes; 1.1 Restricting Access to Views with Password Protection; Problem; Solution; Discussion; See Also; 1.2 Automating Generation of Controllers and Views; Problem; Solution; Discussion; See Also; 1.3 Validating User Input; Problem; Solution; Discussion; See Also; 1.4 Implementing Multiple Languages; Problem; Solution; Discussion; See Also; 1.5 Sending a Welcome Email; Problem; Solution; Discussion; See Also…”

Tabla de Contenidos: “…. -- Configuring IntelliJ to work with Spark and run Spark ML sample codes -- Getting ready -- How to do it... -- There's more... -- See also -- Running a sample ML code from Spark -- Getting ready -- How to do it... -- Identifying data sources for practical machine learning -- Getting ready -- How to do it... -- See also -- Running your first program using Apache Spark 2.0 with the IntelliJ IDE -- How to do it... -- How it works... -- There's more... -- See also -- How to add graphics to your Spark program -- How to do it... -- How it works... -- There's more... -- See also -- Chapter 2: Just Enough Linear Algebra for Machine Learning with Spark -- Introduction -- Package imports and initial setup for vectors and matrices -- How to do it... -- There's more... -- See also -- Creating DenseVector and setup with Spark 2.0 -- How to do it... -- How it works... -- There's more... -- See also -- Creating SparseVector and setup with Spark -- How to do it... -- How it works... -- There's more... -- See also -- Creating dense matrix and setup with Spark 2.0 -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Using sparse local matrices with Spark 2.0 -- How to do it... -- How it works... -- There's more... -- See also -- Performing vector arithmetic using Spark 2.0.…”

Tabla de Contenidos: “…1.4 Sort Results in a Culture-Sensitive MannerProblem; Solution; Discussion; See Also; 1.5 Adding Functional Extensions for Use with LINQ; Problem; Solution; Discussion; See Also; 1.6 Query and Join Across Data Repositories; Problem; Solution; Discussion; See Also; 1.7 Querying Configuration Files with LINQ; Problem; Solution; Discussion; See Also; 1.8 Creating XML Straight from a Database; Problem; Solution; Discussion; See Also; 1.9 Being Selective About Your Query Results; Problem; Solution; Discussion; See Also; 1.10 Using LINQ with Collections That Don't Support IEnumerable; Problem…”

Tabla de Contenidos: “…. -- How it works... -- There's more... -- See also -- Running multiple tasks and processing all the results -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Running a task in an executor after a delay -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Running a task in an executor periodically -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Canceling a task in an executor -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Controlling a task finishing in an executor -- Getting ready -- How to do it... -- How it works... -- See also -- Separating the launching of tasks and the processing of their results in an executor -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Chapter 5: Fork/Join Framework -- Introduction -- Creating a fork/join pool -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Joining the results of the tasks -- How to do it... -- How it works... -- There's more... -- See also -- Running tasks asynchronously -- How to do it... -- How it works... -- There's more... -- See also -- Throwing exceptions in the tasks -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Canceling a task -- Getting ready... -- How to do it... -- How it works... -- See also -- Chapter 6: Parallel and Reactive Streams -- Introduction -- Creating streams from different sources -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Reducing the elements of a stream -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also…”

Tabla de Contenidos: “…Quickly Exploring Data -- 2.1 Creating a Scatter Plot -- Problem -- Solution -- See Also -- 2.2 Creating a Line Graph -- Problem -- Solution -- See Also -- 2.3 Creating a Bar Graph -- Problem -- Solution -- See Also -- 2.4 Creating a Histogram -- Problem -- Solution -- See Also -- 2.5 Creating a Box Plot -- Problem -- Solution -- See Also -- 2.6 Plotting a Function Curve -- Problem -- Solution -- See Also -- Chapter 3. …”

Tabla de Contenidos: “…Cover -- Copyright -- Credits -- About the Author -- About the Reviewer -- www.PacktPub.com -- Customer Feedback -- Table of Contents -- Preface -- Chapter 1: Learning Modern Core Language Features -- Introduction -- Using auto whenever possible -- How to do it... -- How it works... -- See also -- Creating type aliases and alias templates -- How to do it... -- How it works... -- Understanding uniform initialization -- Getting ready -- How to do it... -- How it works... -- There's more -- See also -- Understanding the various forms of non-static member initialization -- How to do it... -- How it works... -- Controlling and querying object alignment -- Getting ready -- How to do it... -- How it works... -- Using scoped enumerations -- How to do it... -- How it works... -- Using override and final for virtual methods -- Getting ready -- How to do it... -- How it works... -- Using range-based for loops to iterate on a range -- Getting ready -- How to do it... -- How it works... -- See also -- Enabling range-based for loops for custom types -- Getting ready -- How to do it... -- How it works... -- See also -- Using explicit constructors and conversion operators to avoid implicit conversion -- Getting ready -- How to do it... -- How it works... -- See also -- Using unnamed namespaces instead of static globals -- Getting ready -- How to do it... -- How it works... -- See also -- Using inline namespaces for symbol versioning -- Getting ready -- How to do it... -- How it works... -- See also -- Using structured bindings to handle multi-return values -- Getting ready -- How to do it... -- How it works... -- Chapter 2: Working with Numbers and Strings -- Introduction -- Converting between numeric and string types -- Getting ready -- How to do it... -- How it works... -- See also -- Limits and other properties of numeric types -- Getting ready…”

Tabla de Contenidos:

Tabla de Contenidos: “…. -- How it works... -- There's more... -- See also -- Handling bytes -- Getting ready -- How to do it... -- How it works... -- There's more... -- Working with binary files -- How to do it... -- How it works... -- There's more... -- See also -- Compressing and decompressing data -- How to do it... -- How it works... -- There's more... -- Traversing the filesystem -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Finding files with glob patterns -- How to do it... -- How it works... -- See also -- Chapter 4: Serialization -- Introduction -- Working with CSV -- Getting started -- How to do it... -- How it works... -- There's more... -- See also -- Serialization basics with Serde -- How to do it... -- How it works... -- There's more... -- See also -- Working with TOML -- Getting started -- How to do it... -- How it works... -- There's more... -- See also -- Working with JSON -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Building JSON dynamically -- How to do it... -- How it works... -- See also -- Chapter 5: Advanced Data Structures -- Introduction -- Creating lazy static objects -- How to do it... -- How it works... -- There's more... -- See also -- Working with bit fields -- Getting started -- How to do it... -- How it works... -- See also -- Providing custom derives -- Getting started -- How to do it... -- How it works... -- There's more... -- Converting types into each other -- How to do it... -- How it works... -- Boxing data -- How to do it... -- How it works... -- There's more... -- See also…”

Tabla de Contenidos: “…-- Challenges of acquiring digital evidence from Windows systems -- Chapter 2: Windows Memory Acquisition and Analysis -- Introduction -- Windows memory acquisition with Belkasoft RAM Capturer -- Getting ready -- How to do it... -- How it works... -- See also -- Windows memory acquisition with DumpIt -- Getting ready -- How to do it... -- How it works... -- See also -- Windows memory image analysis with Belkasoft Evidence Center -- Getting ready -- How to do it... -- How it works... -- See also -- Windows memory image analysis with Volatility -- Getting ready -- How to do it... -- How it works... -- See also -- Variations in Windows versions -- Getting ready -- How to do it... -- There is more... -- Chapter 3: Windows Drive Acquisition -- Introduction -- Drive acquisition in E01 format with FTK Imager -- Getting ready -- How to do it... -- How it works... -- See more -- Drive acquisition in RAW format with dc3dd -- Getting ready -- How to do it... -- How it works... -- See also -- Mounting forensic images with Arsenal Image Mounter -- Getting ready -- How to do it... -- How it works... -- See also -- Chapter 4: Windows File System Analysis -- Introduction -- NTFS Analysis with The Sleuth Kit -- Getting ready -- How to do it... -- How it works... -- See also -- Undeleting files from NTFS with Autopsy -- Getting ready... -- How to do it... -- How it works... -- See also…”

Tabla de Contenidos: “…Run Programs, Scripts, and Existing Tools; Solution; Discussion; See Also; 1.2. Run a PowerShell Command; Solution; Discussion; See Also; 1.3. …”

Tabla de Contenidos: “…Cover -- Copyright and Credits -- Dedication -- Packt Upsell -- Foreword -- Contributors -- Table of Contents -- Preface -- Chapter 1: New Features and Improvements -- Running your first Bean Validation 2.0 code -- Getting ready -- How to do it... -- How it works... -- See also -- Running your first CDI 2.0 code -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Running your first JAX-RS 2.1 code -- Getting ready -- How to do it... -- How it works... -- See also -- Running your first JSF 2.3 code -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Running your first JSON-P 1.1 code -- Getting ready -- How to do it... -- How it works... -- See also -- Running your first JSON-B code -- Getting ready -- How to do it... -- How it works... -- See also -- Running your first Servlet 4.0 code -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Running your first Security API code -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Running your first MVC 1.0 code -- Getting ready -- How to do it... -- How it works... -- See also -- Chapter 2: Server-Side Development -- Using CDI to inject context and dependency -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Using Bean Validation for data validation -- Getting ready -- How to do it... -- How it works... -- See also -- Using servlet for request and response management -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Using Server Push to make objects available beforehand -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Using EJB and JTA for transaction management -- Getting ready -- How to do it... -- How it works... -- There's more…”

Tabla de Contenidos: “…. -- Tokenizing sentences in other languages -- See also -- Tokenizing sentences into words -- How to do it... -- How it works... -- There's more... -- Separating contractions -- PunktWordTokenizer -- WordPunctTokenizer -- See also -- Tokenizing sentences using regular expressions -- Getting ready -- How to do it... -- How it works... -- There's more... -- Simple whitespace tokenizer -- See also -- Training a sentence tokenizer -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Filtering stopwords in a tokenized sentence -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Looking up Synsets for a word in WordNet -- Getting ready -- How to do it... -- How it works... -- There's more... -- Working with hypernyms -- Part of speech (POS) -- See also -- Looking up lemmas and synonyms in WordNet -- How to do it... -- How it works... -- There's more... -- All possible synonyms -- Antonyms -- See also -- Calculating WordNet Synset similarity -- How to do it... -- How it works... -- There's more... -- Comparing verbs -- Path and Leacock Chordorow (LCH) similarity -- See also -- Discovering word collocations…”

Tabla de Contenidos: “…-- Problems with prepared statements -- See also -- Connecting to PgBouncer -- Getting ready -- How to do it... -- How it works... -- See also…”

Tabla de Contenidos: “…Cover -- Copyright -- Credits -- Foreword -- About the Author -- About the Reviewer -- www.PacktPub.com -- Customer Feedback -- Table of Contents -- Preface -- Chapter 1: No Code Extensions -- Introduction -- Modeling denormalized entities -- Getting ready -- How to do it -- How it works... -- See also -- Modeling normalized entities with a common parent -- Getting ready -- How to do it -- How it works... -- See also -- Modeling independent normalized entities -- Getting ready -- How to do it -- How it works... -- See also -- Using a Business Rule to show and hide attributes -- Getting ready -- How to do it -- How it works -- There's more... -- Building a configurable e-mail notification workflow -- Getting ready -- How to do it -- How it works... -- There's more -- See also -- Building your first action -- Getting ready -- How to do it -- How it works... -- See also -- Setting up the rollup fields -- Getting ready -- How to do it -- How it works... -- Frequency -- Programmatic Rollup Field execution -- There's more... -- Different types of aggregation -- Indirectly related activities -- See also -- Setting up calculated fields -- Getting ready -- How to do it -- How it works -- There's more... -- See also -- Duplicate detection using alternate keys -- Getting ready -- How to do it -- How it works -- Chapter 2: Client-Side Extensions -- Introduction -- Creating your first JavaScript function -- Getting ready -- Visual Studio and Developer Tool Kit -- XrmToolBox's Web Resources Manager -- How to do it... -- How it works... -- There's more... -- See also -- Wiring your event programmatically -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Writing reusable JavaScript functions -- Getting ready -- How to do it... -- How it works... -- See also -- Querying 365 data using the Web API endpoint -- Getting ready…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright -- Credits -- About the Author -- About the Reviewer -- www.PacktPub.com -- Customer Feedback -- Table of Contents -- Preface -- Chapter 1: OAuth 2.0 Foundations -- Introduction -- Preparing the environment -- Getting ready -- How to do it... -- See also -- How it works... -- There's more... -- See also -- Reading the user's contacts from Facebook on the client side -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Reading the user's contacts from Facebook on the server side -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Accessing OAuth 2.0 LinkedIn protected resources -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Accessing OAuth 2.0 Google protected resources bound to the user's session -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Chapter 2: Implementing Your Own OAuth 2.0 Provider -- Introduction -- Protecting resources using the Authorization Code grant type -- Getting ready -- How to do it... -- How it works... -- There's more... -- Supporting the Implicit grant type -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Using the Resource Owner Password Credentials grant type as an approach for OAuth 2.0 migration -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Configuring the Client Credentials grant type -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Adding support for refresh tokens -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Using a relational database to store tokens and client details -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also…”

Tabla de Contenidos: “…. -- How it works... -- There's more... -- See also -- Setting up a time series data stream manually -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Chapter 5: Transform Data -- Technical requirements -- Creating an ingest pipeline -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Enriching data with a custom ingest pipeline for an existing Elastic Agent integration -- Getting ready -- How to do it... -- How it works... -- There's more... -- Using a processor to enrich your data before ingesting with Elastic Agent -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Installing self-managed Logstash -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Creating a Logstash pipeline -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Setting up pivot data transform -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Setting up the latest data transform -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Downsampling your time series data -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Chapter 6: Visualize and Explore Data -- Technical requirements -- Exploring your data in Discover -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Exploring your data with ES|QL -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Creating visualizations with Kibana Lens -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Creating visualizations from runtime fields -- Getting ready…”

Tabla de Contenidos: “…Booting Pyramid Linux; Solution; Discussion; See Also; 2.7. Finding and Editing Pyramid Files; Solution; Discussion; See Also; 2.8. …”

Tabla de Contenidos: “…. -- How it works... -- There's more... -- See also -- Accessing the main DataFrame components -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Understanding data types -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Selecting a single column of data as a Series -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Calling Series methods -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Working with operators on a Series -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Chaining Series methods together -- Getting ready -- How to do it... -- How it works... -- There's more... -- Making the index meaningful -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Renaming row and column names -- Getting ready -- How to do it... -- How it works... -- There's more... -- Creating and deleting columns -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Chapter 2: Essential DataFrame Operations -- Introduction -- Selecting multiple DataFrame columns -- Getting ready -- How to do it... -- How it works... -- There's more... -- Selecting columns with methods -- Getting ready -- How it works... -- How it works... -- There's more... -- See also -- Ordering column names sensibly -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Operating on the entire DataFrame…”