Tabla de Contenidos: “…-- Overriding the result of the constructor method -- The Symbol.species static accessor property -- The new.target implicit parameter -- Using super in object literals -- Summary -- Chapter 9: JavaScript on the Web -- HTML5 and the rise of modern JavaScript -- The HTML DOM -- What is the Document Object Model (DOM)? -- DOM methods/properties -- Using the getElementById method -- Using the getElementsByTagName method -- Using the getElementsByClassName method -- Using the querySelector method -- Using the querySelectorAll method -- Modern JavaScript browser APIs -- Page Visibility API - is the user still on the page? …”

Tabla de Contenidos: “…-- Topic modeling with Spark MLlib and Stanford NLP -- Implementation -- Step 1 - Creating a Spark session -- Step 2 - Creating vocabulary and tokens count to train the LDA after text pre-processing -- Step 3 - Instantiate the LDA model before training -- Step 4 - Set the NLP optimizer -- Step 5 - Training the LDA model -- Step 6 - Prepare the topics of interest -- Step 7 - Topic modelling -- Step 8 - Measuring the likelihood of two documents -- Other topic models versus the scalability of LDA -- Deploying the trained LDA model -- Summary -- Chapter 6: Developing Model-based Movie Recommendation Engines -- Recommendation system -- Collaborative filtering approaches…”

Tabla de Contenidos:

Tabla de Contenidos: “…Cover -- Copyright and Credits -- Dedication -- Packt Upsell -- Contributors -- Table of Contents -- Preface -- Chapter 1: Journey to the Spring World -- Spring modularity -- Spring Core Framework -- Core container -- Spring Messaging -- Spring AMQP -- Spring for Apache Kafka -- Spring JMS -- Spring Web MVC -- Spring WebFlux -- Spring Data -- Spring Security -- Spring Cloud -- Spring Cloud Netflix -- Spring Cloud Config -- Spring Cloud Consul -- Spring Cloud Security -- Spring Cloud Bus -- Spring Cloud Stream -- Spring Integration -- Spring Boot -- Microservices and Spring Boot -- Setting up our development environment -- Installing OpenJDK -- Installing Maven -- Installing IDE -- IntelliJ IDEA -- Spring Tools Suite -- Installing Docker -- Introducing Docker concepts -- Docker images -- Containers -- Docker networks -- Docker volumes -- Docker commands -- Docker run -- Docker container -- Docker network -- Docker volume -- Summary -- Chapter 2: Starting in the Spring World - the CMS Application -- Creating the CMS application structure -- The CMS project -- Project metadata section -- The dependencies section -- Generating the project -- Running the application -- Looking under the hood -- Running the application -- IntelliJ IDEA -- Command line -- Command line via the Maven goal -- Command line via the JAR file -- Creating the REST resources -- Models -- Adding Lombok dependency -- Creating the models -- Tag -- Category -- User -- News -- Hello REST resources -- Creating the CategoryResource class -- UserResource -- NewsResource -- Adding service layer -- Changes in the model -- Adding a new review -- Keeping the news safely -- Before starting the service layer -- CategoryService -- UserService -- NewsService -- Configuring Swagger for our APIs -- Adding dependencies to pom.xml -- Configuring Swagger -- First documented API…”

Tabla de Contenidos: “…Web Application Vulnerability Scanning -- Developing a Remediation Workflow -- Prioritizing Remediation -- Testing and Implementing Fixes -- Overcoming Barriers to Vulnerability Scanning -- Summary -- Exam Essentials -- Lab Exercises -- Activity 4.1: Installing a Vulnerability Scanner -- Activity 4.2: Running a Vulnerability Scan -- Activity 4.3: Developing a Penetration Test Vulnerability Scanning Plan -- Review Questions -- Chapter 5 Analyzing Vulnerability Scans -- Reviewing and Interpreting Scan Reports -- Understanding CVSS -- Validating Scan Results -- False Positives -- Documented Exceptions -- Understanding Informational Results -- Reconciling Scan Results with Other Data Sources -- Trend Analysis -- Common Vulnerabilities -- Server and Endpoint Vulnerabilities -- Network Vulnerabilities -- Virtualization Vulnerabilities -- Internet of Things (IoT) -- Web Application Vulnerabilities -- Summary -- Exam Essentials -- Lab Exercises -- Activity 5.1: Interpreting a Vulnerability Scan -- Activity 5.2: Analyzing a CVSS Vector -- Activity 5.3: Developing a Penetration Testing Plan -- Review Questions -- Chapter 6 Exploiting and Pivoting -- Exploits and Attacks -- Choosing Targets -- Enumeration -- Identifying the Right Exploit -- Exploit Resources -- Exploitation Toolkits -- Metasploit -- PowerSploit -- BloodHound -- Exploit Specifics -- RPC/DCOM -- PsExec -- PS Remoting/WinRM -- WMI -- Fileless Malware and Living Off the Land -- Scheduled Tasks and cron Jobs -- SMB -- DNS -- RDP -- Apple Remote Desktop -- VNC -- SSH -- Network Segmentation Testing and Exploits -- Leaked Keys -- Leveraging Exploits -- Common Post-Exploit Attacks -- Cross Compiling -- Privilege Escalation -- Social Engineering -- Escaping and Upgrading Limited Shells -- Persistence and Evasion -- Scheduled Jobs and Scheduled Tasks -- Inetd Modification -- Daemons and Services…”

Tabla de Contenidos: “…. -- Insurance not to buy -- Insurance worth purchasing -- Protecting Your Health -- Reviewing your current health insurance -- Saving tax dollars with health savings accounts -- Maximizing your personal health -- Securing Your Income-Earning Ability -- Long-term disability insurance -- Life insurance -- Insurance on Your Assets -- Insuring your home -- Auto insurance -- Excess liability insurance -- Will, Trusts, and Estate Planning -- Starting with a will -- Preparing other useful legal documents -- Considering your preparation options -- Protecting Yourself from Identity Theft and Fraud -- Part 5 Prepping for Future Armageddon -- Chapter 12 What Pundits Scare People About -- Fearmongers Have Been Scaring Folks for Generations -- Case study: Peter Schiff has been scaring investors for generations -- Understanding what pundits are trying to sell you -- Seeing why fearmongers' predictions are often wrong -- Surveying the Leading Worries Being Pitched Today…”

Tabla de Contenidos: “…-- Inviting Stakeholders to the Planning Table -- Encouraging and embracing stakeholder input -- Working together to finalize your statements -- Living by Your Mission and Staying Fixed on the Vision -- Chapter 5 Incorporating and Applying for Tax-Exemption Status -- Creating a New Entity: The Nonprofit Corporation -- Following your state's or territory's laws -- Understanding the required governing documents -- Deciding whether to have members in your corporation -- Finding the best name -- Writing the Articles of Incorporation -- Crafting a heading -- Article I -- Article II -- Article III -- Article IV -- Article V -- Article VI -- Article VII -- Article VIII -- Signed, sealed, and delivered -- Securing Your Employer Identification Number (EIN) -- Writing Your Organization's Bylaws -- Holding Your First Board Meeting -- Applying for Tax Exemption -- Tackling Form 1023 online…”

Tabla de Contenidos: “…-- 6.6.1 Collaboration -- 6.6.2 Dialogue/Feedback -- 6.7 Core Idea #3 Things Talk to Me: Being Alert to What Grabs Me -- 6.7.1 Grabbiness -- 6.7.2 Revisiting Documentation -- 6.7.3 Unintentional, Intentional and Natural Grabbiness -- 6.7.4 Using Accordion Books to Capture the Dialogue -- 6.8 Core Idea #4: What Would an Artist Do? …”

Tabla de Contenidos: “…Many Pandas -- Multiphase bosses -- A better spawning system -- Switching difficulty at runtime -- Training and extending your Unity skills to become a better game developer -- Making things easier for other team members -- Exposing events -- Sprinkles pooling -- Saving your data -- Debugging -- Remote Logs -- Cleaning the release version -- More about communication between scripts -- Documenting the code -- Protecting your game -- Building for more than one platform -- Input/output devices -- Virtual reality in Unity -- Balancing the game -- Extending the Unity editor -- Multiplayer and networking -- Practice makes perfect -- Improving the atmosphere of the game -- Visuals -- Color schemes -- Homework -- Lighting -- Lights in Unity -- Homework -- Environment -- Homework -- Special effects -- Particle systems -- Post processing -- Other visual effects -- Audio -- Music -- Sound effects -- Eliciting emotions -- Homework -- Audio in Unity -- External audio systems -- Teamwork -- It is not just about you, it is about working in a team -- Sharing a common vision -- Managing expectations -- Collaboration and communication are key -- Ways to communicate -- Version control -- Make a GDD and stick to it -- Keeping it tidy with project management tools -- Slack -- HacknPlan -- Drive -- Dropbox -- Trello -- Redbooth -- GitHub -- BitBucket -- Calendar -- Pinterest -- Hootsuite -- Polishing your game -- Processing the power -- Checking the build size -- Texture optimitation -- Stats and profiling -- Other optimization tips -- Playtesting -- Why are you even playtesting? …”

Tabla de Contenidos: “…. -- How to customize a document layout without an over-layer -- How to do it... -- How it works... -- There more... -- Creating event handler methods -- Getting ready -- How to do it... -- How it works... -- Extending standard forms without customization footprint -- Getting ready -- How to do it... -- How it works... -- There's more... -- Using a form event handler to replace a lookup -- Getting ready -- How to do it... -- How it works... -- Creating your own query functions -- How to do it... -- How it works... -- Chapter 8: Data Management, OData, and Office -- Introduction -- Creating a data entity -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Extending standard data entities -- Getting ready -- How to do it... -- How it works... -- There's more... -- Importing data through Data Import/Export Framework -- Getting ready -- How to do it... -- How it works... -- See also…”

Tabla de Contenidos: “…-- Keeping configuration synchronized -- Repeating changes across many servers -- Self-updating documentation -- Version control and history -- Why not just write shell scripts? …”

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 Getting Started with Functional Programming -- Chapter 1 Introducing Functional Programming -- Defining Functional Programming -- Understanding its goals -- Using the pure approach -- Using the impure approach -- Considering Other Programming Paradigms -- Imperative -- Procedural -- Object-oriented -- Declarative -- Using Functional Programming to Perform Tasks -- Discovering Languages That Support Functional Programming -- Considering the pure languages -- Considering the impure languages -- Finding Functional Programming Online -- Chapter 2 Getting and Using Python -- Working with Python in This Book -- Creating better code -- Debugging functionality -- Defining why notebooks are useful -- Obtaining Your Copy of Anaconda -- Obtaining Analytics Anaconda -- Installing Anaconda on Linux -- Installing Anaconda on MacOS -- Installing Anaconda on Windows -- Understanding the Anaconda package -- Downloading the Datasets and Example Code -- Using Jupyter Notebook -- Defining the code repository -- Getting and using datasets -- Creating a Python Application -- Understanding cells -- Adding documentation cells -- Other cell content -- Running the Python Application -- Understanding the Use of Indentation -- Adding Comments -- Understanding comments -- Using comments to leave yourself reminders -- Using comments to keep code from executing -- Closing Jupyter Notebook -- Getting Help with the Python Language -- Chapter 3 Getting and Using Haskell -- Working with Haskell in This Book -- Obtaining and Installing Haskell -- Installing Haskell on a Linux system -- Installing Haskell on a Mac system -- Installing Haskell on a Windows system…”

Tabla de Contenidos: “…The Components of a Database System -- The database -- The database engine -- The DBMS front end -- The database application -- The user -- The System Development Life Cycle -- Definition phase -- Requirements phase -- Evaluation phase -- Design phase -- Implementation phase -- Final Documentation and Testing phase -- Maintenance phase -- Chapter 2 Building a Database Model -- Finding and Listening to Interested Parties -- Your immediate supervisor -- The users -- The standards organization -- Upper management -- Building Consensus -- Gauging what people want -- Arriving at a consensus -- Building a Relational Model -- Reviewing the three database traditions -- Knowing what a relation is -- Functional dependencies -- Keys -- Being Aware of the Danger of Anomalies -- Eliminating anomalies -- Examining the higher normal forms -- The Database Integrity versus Performance Tradeoff -- Chapter 3 Balancing Performance and Correctness -- Designing a Sample Database -- The ER model for Honest Abe's -- Converting an ER model into a relational model -- Normalizing a relational model -- Handling binary relationships -- A sample conversion -- Maintaining Integrity -- Entity integrity -- Domain integrity -- Referential integrity -- Avoiding Data Corruption -- Speeding Data Retrievals -- Hierarchical storage -- Full table scans -- Working with Indexes -- Creating the right indexes -- Indexes and the ANSI/ISO standard -- Index costs -- Query type dictates the best index -- Data structures used for indexes -- Indexes, sparse and dense -- Index clustering -- Composite indexes -- Index effect on join performance -- Table size as an indexing consideration -- Indexes versus full table scans -- Reading SQL Server Execution Plans -- Robust execution plans -- A sample database -- Chapter 4 Creating a Database with SQL -- First Things First: Planning Your Database…”

Tabla de Contenidos: “…Mutable defaults -- Return values -- Returning multiple values -- A few useful tips -- Recursive functions -- Anonymous functions -- Function attributes -- Built-in functions -- One final example -- Documenting your code -- Importing objects -- Relative imports -- Summary -- Chapter 5: Saving Time and Memory -- The map, zip, and filter functions -- map -- zip -- filter -- Comprehensions -- Nested comprehensions -- Filtering a comprehension -- dict comprehensions -- set comprehensions -- Generators -- Generator functions -- Going beyond next -- The yield from expression -- Generator expressions -- Some performance considerations -- Don't overdo comprehensions and generators -- Name localization -- Generation behavior in built-ins -- One last example…”

Tabla de Contenidos: “…-- Grasping Python's Core Philosophy -- Contributing to data science -- Discovering present and future development goals -- Working with Python -- Getting a taste of the language -- Understanding the need for indentation -- Working at the command line or in the IDE -- Performing Rapid Prototyping and Experimentation -- Considering Speed of Execution -- Visualizing Power -- Using the Python Ecosystem for Data Science -- Accessing scientific tools using SciPy -- Performing fundamental scientific computing using NumPy -- Performing data analysis using pandas -- Implementing machine learning using Scikit-learn -- Going for deep learning with Keras and TensorFlow -- Plotting the data using matplotlib -- Creating graphs with NetworkX -- Parsing HTML documents using Beautiful Soup -- Chapter 3 Setting Up Python for Data Science…”

Tabla de Contenidos: “…How Ansible Invokes Modules -- Generate a Standalone Python Script with the Arguments (Python Only) -- Copy the Module to the Host -- Create an Arguments File on the Host (Non-Python Only) -- Invoke the Module -- Expected Outputs -- Output Variables Ansible Expects -- Implementing Modules in Python -- Parsing Arguments -- Accessing Parameters -- Importing the AnsibleModule Helper Class -- Argument Options -- AnsibleModule Initializer Parameters -- Returning Success or Failure -- Invoking External Commands -- Check Mode (Dry Run) -- Documenting Your Module -- Debugging Your Module -- Implementing the Module in Bash -- Specifying an Alternaive Location for Bash -- Example Modules -- Chapter 11. …”

Tabla de Contenidos: “…-- Planning a Raspberry Pi Pico robot -- An overview of robot planning -- A note on trade-offs -- Choosing a robot chassis -- Choosing the power systems -- Pin usage -- Test fitting a Raspberry Pi Pico robot -- Creating your first test-fit part -- Motors -- Power systems -- Creating a rough chassis -- Arranging the test-fit parts -- A recommended shopping list for robot basics -- Robot parts and where to find them -- The robot workshop and makerspaces -- Summary -- Exercises -- Further reading -- Chapter 2: Preparing Raspberry Pi Pico -- Technical requirements -- Getting CircuitPython onto Raspberry Pi Pico -- Preparing the CircuitPython library for Pico -- Coding on Pico - first steps -- Downloading the Mu editor -- Lighting the Pico LED with CircuitPython -- Blinking the LED with code -- Soldering headers to Raspberry Pi Pico -- Summary -- Exercises -- Further reading -- Chapter 3: Designing a Robot Chassis in FreeCAD -- Technical requirements -- Introducing FreeCAD -- The FreeCAD screen -- Selecting workbenches -- FreeCAD settings -- Making robot chassis sketches in FreeCAD -- Preparing the document -- Sketching the chassis outline -- Creating the upper parts main sketch -- Sketching the motor holes -- Designing the castor placement -- Modeling chassis parts from sketches -- Modeling the chassis plate -- Modeling the other parts -- Troubleshooting the model -- Modeling the castor in 3D -- Making FreeCAD technical drawings…”

Tabla de Contenidos: “…Cover -- Half Title -- Title Page -- Copyright Page -- CONTENTS -- Preface -- Part One-Introduction -- The Industry -- Building Services in the Construction Process -- Legislative and Support Documents -- Health and Safety at Work etc. Act -- The Building Act -- The Water Industry Act -- British, European and International Standards -- Building Research Establishment -- Loss Prevention Certification Board -- Design and Installation Standards -- Energy Performance Certificate -- Part Two-Cold Water and Supply Systems -- Rain Cycle - Sources of Water Supply -- Acidity and Alkalinity in Water -- Filtration of Water -- Sterilisation -- Storage and Distribution of Water -- Disinfection of Water -- Water Mains -- Valves and Taps -- Joints on Water Pipes -- Pipe Jointing Materials -- Direct System of Cold Water Supply -- Indirect System of Cold Water Supply -- Hard and Soft Water -- Water Softening -- Water Conditioning and Treatment -- Backflow Protection -- Secondary Backfl ow Protection -- Cold Water Storage Cisterns -- Cold Water Storage Calculations -- Boosted Cold Water System -- Delayed Action Float Valve -- Pipe Sizing by Formula -- Hydraulics and Fluid Flow -- Part Three-Hot Water Supply Systems -- Direct System of Hot Water Supply -- Indirect System of Hot Water Supply -- Unvented Hot Water Storage System -- Expansion and Temperature-Relief Valves -- Hot Water Storage Cylinders -- Primatic Hot Water Storage Cylinders -- Indirect Hot Water System for a Three-Storey Building -- Indirect Supplementary Hot Water System -- Sealed Indirect Hot Water System for a High-Rise Building -- Primary Thermal Stores -- Types of Boiler -- Secondary Circulation -- Duplication of Plant -- Electric and Gas Water Heaters -- Solar Heating of Water -- Hot Water Storage Capacity -- Boiler Rating -- Pipe Sizing -- Pressurised Systems -- Circulation Pump Rating…”

Tabla de Contenidos: “…The trouble with traditional innovation practices -- Our Problem Space always precedes our Solution Space -- One historical meaning - design "thinking" versus design "doing" -- Yet another meaning - "thinking like a Designer" -- Human-centered design - the philosophical foundation -- Design Thinking's superpower - reframing problems -- Understanding and achieving our intermediate goal - empathy and the empathic understanding -- Pursuing our intermediate goal - human empathy -- Achieving our intermediate goal - empathic understanding -- Understanding and achieving our ultimate goal - a reframed problem -- Reframing - seeking a more fundamental level of outcome need -- Our momentary win - the reframed problem -- The takeaway - what Design Thinking means to us -- Some important sidenotes on Design Thinking -- A bit of history on Design Thinking -- Documented successes of Design Thinking -- Applying Design Thinking properly - with no suppositions about the solution -- The criticisms of Design Thinking -- A broader conceptualization - Humanity-Centered Design -- Back to Intensifi - where are they now in all this? …”

Tabla de Contenidos: “…10.3 Issues, Challenges and Problem Statement -- 10.3.1 Time and Memory Constraints -- 10.3.2 Class Imbalance -- 10.3.3 Concept Drift -- 10.4 Cybersecurity and IoT -- 10.5 Conclusion -- Chapter 11 A Study on Image Detection and Extraction to Estimate Distracted Drivers Using CNN and IoT -- 11.1 Introduction -- 11.2 Motivations -- 11.3 Literature Survey or Related Work -- 11.4 Existing System -- 11.5 Methodology and Objectives -- 11.5.1 Device Initialisation Module -- 11.5.2 Drowsiness Detection Module -- 11.5.3 Alert Module -- 11.6 Proposed System -- 11.7 Face Detection Using OpenCV -- 11.8 Search Strategy -- 11.9 Conclusion -- 11.10 Future Enhancement -- Chapter 12 Social Engineering: Cyberattacks, Countermeasures, and Conclusions -- 12.1 Introduction -- 12.2 Case Study on Social Engg Attack-IBMReport [25] -- 12.2.1 The Cost of Average Social Engineering-Related Breach -- 12.3 Methodology and Detection -- 12.3.1 Social Engineering Toolkit for SMS Spoofing -- 12.3.2 SMS Spam Message Detection with Term Frequency-Inverse Document Frequency (TF-IDF) and Random Forest Algorithm -- 12.4 Results -- 12.5 Conclusion -- 12.6 Acknowledgment -- Index…”