Tabla de Contenidos: “…-- Dynamic Analysis for Malware Data Science -- Basic Tools for Dynamic Analysis -- Limitations of Basic Dynamic Analysis -- Summary -- 4 IDENTIFYING ATTACK CAMPAIGNS USING MALWARE NETWORKS -- Nodes and Edges -- Bipartite Networks -- Visualizing Malware Networks -- Building Networks with NetworkX -- Adding Nodes and Edges -- Network Visualization with GraphViz -- Building Malware Networks -- Building a Shared Image Relationship Network -- Summary -- 5 SHARED CODE ANALYSIS -- Preparing Samples for Comparison by Extracting Features -- Using the Jaccard Index to Quantify Similarity -- Using Similarity Matrices to Evaluate Malware Shared Code Estimation Methods -- Building a Similarity Graph -- Scaling Similarity Comparisons -- Building a Persistent Malware Similarity Search System -- Running the Similarity Search System -- Summary -- 6 UNDERSTANDING MACHINE LEARNING-BASED MALWARE DETECTORS -- Steps for Building a Machine Learning-Based Detector…”

Tabla de Contenidos: “…Chapter 5: The Web BotBot Etiquette; The Connections of the Web; Web Communication Protocols; Web Page Formats; A Request Example; Our Web Bot Concept; Parsing Web Pages; Coding with Python Modules; Using the Mechanize Module; Parsing with Beautiful Soup; Downloading with the urllib Library; Deciding What to Download; Choosing a Starting Point; Storing Your Files; Writing the Python Bot; Reading a String and Extracting All the Links; Looking For and Downloading Files; Testing the Bot; Creating Directories and Instantiating a List; The Final Code; Summary; Chapter 6: The Weather Station…”

Tabla de Contenidos: “…Create Transformations and Calculations EasilyDo the Work in the Data Source, Not on the Desktop; Share Queries between Workbooks and Users; Summary; Chapter 2: Power Query Data Sources; Querying Relational Databases; Connecting to SQL Server; Navigating through a Database in the Query Editor; Connecting to Other Databases; Extracting Data from Files; Working with CSV Files; Working with Text Files; Working with XML Files; Working with JSON Files; Working with Excel Files; Working with Folders and Multiple Files; Working with Data from the Windows File System…”

Tabla de Contenidos: “…Rearranging and Removing VariablesRenaming Variables; Variable Classes; Calculating New Numeric Variables; Dividing a Continuous Variable into Categories; Working with Factor Variables; Manipulating Character Variables; Concatenating Character Strings; Extracting a Substring; Searching a Character Variable; Working with Dates and Times; Adding and Removing Observations; Adding New Observations; Removing Specific Observations; Removing Duplicate Observations; Selecting a Subset of the Data; Selecting a Subset According to Selection Criteria; Selecting a Random Sample from a Dataset…”

Tabla de Contenidos: “…Our Challenge: Build a Spam-Detection Engine Getting to Know Our Dataset; Using Discriminated Unions to Model Labels; Reading Our Dataset; Deciding on a Single Word; Using Words as Clues; Putting a Number on How Certain We Are; Bayes' Theorem; Dealing with Rare Words; Combining Multiple Words; Breaking Text into Tokens; Naïvely Combining Scores; Simplified Document Score; Implementing the Classifier; Extracting Code into Modules; Scoring and Classifying a Document; Introducing Sets and Sequences; Learning from a Corpus of Documents; Training Our First Classifier…”

Tabla de Contenidos: “…; Deep Under Cover - NLTK and language analysis; Summary; Chapter 4: Dredging up History ; Background briefing-Portable Document Format; Extracting PDF content; Using generator expressions; Writing generator functions; Filtering bad data; Writing a context manager…”

Tabla de Contenidos: “…Using the command moduleUsing the shell module; Using the script module; Deploying a WordPress application - a hands-on approach; Installing WordPress; Controlling the idempotence of command modules; The registered variables; Extracting WordPress with a shell module; Configuring WordPress; Review questions; Summary; Chapter 5: Controlling Execution Flow - Conditionals; The conditional control structure; The when statements; Fact-based selection; Refactoring the MySQL role; Multilevel variable dictionaries; Merging hashes; Configuring the MySQL server selectively…”

Tabla de Contenidos: “…Generate RESTful Web Services from Entity Classes Generate RESTful JavaScript Clients from RESTful Web Services; Deploying the Application; Chapter 6: Analysis and Refactoring; Analysis; Manual Refactoring; Deleting Code Safely; Changing a Method's Signature; Encapsulati ng a Field; Moving a Class to a Different Package ; Moving Class Members to Other Classes; Moving Code to a Superclass; Moving Code to Subclasses; Creating a Method from Existing Statements; Creating an Inter face from Existing Methods; Extracting a Superclass to Consolidate Common Methods…”

Tabla de Contenidos: “…Nano editorSource; Jps; Netstat; Man; Preparing a node for a Hadoop-YARN cluster; Install Java; Create a Hadoop dedicated user and group; Disable firewall or open Hadoop ports; Configure domain name resolution; Install SSH and configure passwordless SSH from the master to all slaves; The Hadoop-YARN single node installation; Prerequisites; Installation steps; Step 1 - Download and extract the Hadoop bundle; Step 2 - Configure the environment variables; Step 3 - Configure the Hadoop configuration files; Step 4: Format NameNode; Step 5: Start Hadoop daemons; An overview of web user interfaces…”

Tabla de Contenidos: “…; Detecting and tracking faces; Understanding it better; Fun with faces; Under the hood; Detecting eyes; Afterthought; Fun with eyes; Positioning the sunglasses; Detecting ears; Detecting a mouth; It's time for a moustache; Detecting a nose; Detecting pupils; Deconstructing the code; Summary; Chapter 5: Extracting Features From an Image…”

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Tabla de Contenidos: “…Configuring Karma Test RunnerModifying Our Application to Use AMD; Automating Accessibi lity Testing; Exposing the Local Server to the Outside World; Performance Testing; Performancing Development Environments; Summary; Chapter 7: Optimizing Your Grunt Workflow; Measuring Performance; Loading Plug-ins; Automating Loading with matchdep; Automating Loading with load-grunt-tasks; Deferring Automating Loading; Organizing Your Gruntfile; Using Modules; Using Groups; Extracting Common Configuration Options; Running Tasks in Parallel; Running Things on Changes…”

Tabla de Contenidos: “…Dependency on subprojectsSummary; Chapter 6: The Real-world Project with Gradle ; Migrating from an Ant-based project; Importing an Ant file; Using AntBuilder API; Rewriting Ant tasks to Gradle tasks; Migrating from a Maven project; Publishing artifacts; Continuous Integration; Generating documentation; Summary; Chapter 7: Testing and Reporting with Gradle ; Testing with TestNG; Integration testing; Code coverage; Code analysis reports; Summary; Chapter 8: Organizing Build Logic and Plugins ; Extracting build logic to buildSrc; The first plugin; Configuring plugins; Summary…”

Tabla de Contenidos: “…The goal here is to lay down the foundation of a heterogeneous architecture that will be described in the following chapters.1- Identifying Big Data symptoms2- Understanding the Big Data projects ecosystem3- Creating the foundation of a long term Big Data architectureChapter 2: Early Big Data with No-SQL (30 pages)Chapter Goal: This chapter aims to describe how a No-SQL database can be a starting point for your Big Data project, how it can deal with large amounts of data, what are the limits of this model and how it can be scaled to a full-fledged Big Data project.1- Choosing the right No-SQL database2- Introduction to Couchbase3- Introduction to Elasticsearch4- Using No-SQL cache in a SQL based architectureChapter 3: Big Data processing jobs topology (30 pages)Chapter Goal: The more data you get, the more important it is to split the processing into different jobs depending on the topology of the processing.1- Big Data Job processing strategy2- Smart data extraction from No-SQL database3- Short term processing jobs.4- Long term processing jobs.Chapter 4: Big Data Streaming Pattern (30 pages)Chapter Goal: This chapter helps the readers to understand what are their options when it comes to dealing with streaming high data throughput.1- Identifying streaming data sources2- Streaming with Big Data projects (Flume) versus Enterprise Service Bus3- Processing architecture for stream dataChapter 5: Querying and Analysing Patterns (30 pages)Chapter Goal: In this chapter, the readers will understand how to leverage the processing work through long term & real time data querying.1- "Process then Query" strategy versus real-time querying2- Process, store and query data in Elasticsearch3- Real-Time querying using SparkChapter 6: How About Learning from your Data? …”

Tabla de Contenidos: “…Database configurationConfiguring the site; Site maintenance account; Regional settings; Update notifications; Reviewing the new admin interface; Exploring the admin menu; Previewing the interface; Exploring Drupal 8 folder structure; The core folder; The modules folder; The sites folder; The themes folder; Using the project files; Downloading and extracting the exercise files; Database backup; Export settings; Database restore; Using Google Chrome to inspect elements; Summary; Chapter 2: Theme Administration; What is a theme?…”

Tabla de Contenidos: “…Pasticcio Practices Beyond Opera -- Bad Habits in Theater – Late Forms of Operatic Pasticcios in Vienna Around 1800 -- Dance in Pasticcios – Pasticcios in Dance -- Ballet Performance as Motivation for Pasticcio Practices – Gluck’ s and Berton’s Cythère assiégée (1775) -- The Use of Extracts of Mozart’ s Operas in Polish Sacred Music -- Pasticcio da chiesa: Transforming Opera Arias into an Oratorio The Case of Contrafacted Oratorios in Wrocław and Żagań from the Mid-18th Century -- 6. …”

Tabla de Contenidos: “…File-Viewing CommandsFile-Summarizing Commands; Using Regular Expressions; Understanding Regular Expressions; Using grep; Using sed; Summary; Exam Essentials; Review Questions; Chapter 2 Managing Software; Package Concepts; Using RPM; RPM Distributions and Conventions; The rpm Command Set; Extracting Data from RPMs; Using Yum; RPM and Yum Configuration Files; RPM Compared to Other Package Formats; Using Debian Packages; Debian Distributions and Conventions; The dpkg Command Set; Using apt-cache; Using apt-get; Using dselect, aptitude, and Synaptic; Reconfiguring Packages…”

Tabla de Contenidos: “…layer blendsIntroduction; The 'Darken' group; The 'Lighten' group; The 'Overlay' group; Blend modes for tinting and toning; Luminosity; Difference and Exclusion; Creating a simple blend; filters; Filtering in Photoshop; Smart Filters in CS3; The Filter Gallery; Fade Filter command; Improving filter performance; Installing and using third party filters; Filtering a shape or text (vector) layer; The great filter round-up; Extract filter; Liquify filter; Vanishing Point; Artistic filters; Brush Strokes filters; Blur filters; Distort Filters; Noise filters; Pixelate filters; Render filters…”

Tabla de Contenidos: “…Painless RSS with Template::Extract…”

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