Tabla de Contenidos: “…Import the libraries -- Step 8-3. Identify the URL to extract the data…”

“…Las estadísticas y las gráficas de la obra incluyen un enlace interactivo URL (StatLink) que remite al lector a una página web en la que encontrará los datos correspondientes en formato Excel. …”

Tabla de Contenidos: “…Time-Series Data -- Time-Series Analysis and Forecasting -- Memory Requirements -- More Storage -- More RAM -- Case Study: Gathering the Real-Time Industry Data -- Storing Collected Data Using Pandas -- Dataframes -- Saving Data as a CSV File -- Saving as an Excel File -- Reading Saved Data Files -- Adding the Date and Time to the Real-Time Data -- Industry Data from the Temperature and Humidity Sensor -- Chapter 5: Preparing the Data -- Pandas and Data Structures -- Installing and Using Pandas -- Pandas Data Structures -- Series -- DataFrame -- Reading Data -- Reading CSV Data -- Reading Excel Data -- Reading URL Data -- Cleaning the Data -- Handling Missing Values -- Handling Outliers -- Z-Score -- Filtering Out Inappropriate Values -- Removing Duplicates -- Chapter 6: Visualizing the Data -- Matplotlib Library -- Scatter Plot -- Line Plot -- Histogram -- Bar Chart -- Pie Chart -- Other Plots and Packages -- Chapter 7: Analyzing the Data -- Exploratory Data Analysis -- Choosing a Dataset -- Modifying the Columns in the Dataset -- Statistical Analysis -- Uniform Distribution -- Binomial Distribution -- Normal Distribution -- Statistical Analysis of Boston Housing Price Dataset -- Chapter 8: Learning from Data -- Forecasting from Data Using Regression -- Linear Regression using Scikit-Learn -- Principal Component Analysis -- Outlier Detection Using K-Means Clustering -- Chapter 9: Case Studies -- Case Study 1: Human Emotion Classification -- Methodology -- Dataset -- Interfacing the Raspberry Pi with MindWave Mobile via Bluetooth -- Data Collection Process -- Features Taken from the Brain Wave Signal -- Unstructured Data to Structured Dataset -- Exploratory Data Analysis from the EEG Data -- Classifying the Emotion Using Learning Models -- Case Study 2: Data Science for Image Data -- Exploratory Image Data Analysis…”

Tabla de Contenidos: “…Handling duplicate users -- Authenticating users -- Retrieving users from the database -- Authenticating a user's password -- Splitting out the services -- Creating a Flask server -- Web sessions -- Creating a sign-up page -- Logging users out -- Logging users in -- Prepending the email to our messages -- Summary -- Chapter 7: Online Video Game Store with Django -- Setting up the development environment -- Installing Node.js -- Creating a new Django project -- Exploring the Django project's structure -- Diving into the SQLite -- Looking at the project's package directory -- Creating the project's main app -- Installing client-side dependencies -- Adding login and logout views -- Testing the login/logout forms -- Creating new users -- Creating the views of the user creation -- Creating the game data model -- Creating the price list data model -- Creating the game list and details page -- Adding list games views -- Creating the shopping cart model -- Creating the shopping cart form -- Creating the shopping cart view -- Adding items to the cart -- Summary -- Chapter 8: Order Microservice -- Setting up the environment -- Creating the service models -- Creating the model's managers -- Learning to test -- Creating the test files -- Testing the cancel order function -- Testing the get all orders function -- Getting customer's incomplete orders -- Getting customer's completed orders -- Getting orders by status -- Getting orders by period -- Setting the order's next status -- Setting the order's status -- Creating the order model serializer -- Creating the views -- Adding views -- Setting up the service URLs -- Integration with the game online store -- Testing the integration -- Deploying to AWS -- Modifying the settings.py file -- Deploying the order service -- Summary -- Chapter 9: Notification Serverless Application -- Setting up the environment…”

Tabla de Contenidos: “…. -- 7.6 Textvorlagen -- Anrede -- Bestellbestätigung -- Versandbestätigung -- Info Auslandsversand -- 7.7 Checkout Formular -- Bestellabschluss -- 7.8 Shop-Artikel anlegen -- 7.9 Artikeltexte -- 7.10 Detailansicht -- Produktliste -- Gutscheine -- Kapitel 8: SEO mit Jimdo -- 8.1 SEO-Grundwissen für Anfänger -- 8.2 Die Möglichkeiten mit Jimdo -- Grundlage: unique content -- Navigationskonzept und -bezeichnung -- Überschriftenkonzept -- Interne Verlinkung / Verlinkung -- Das integrierte SEO-Tool -- Seitentitel -- XML-Sitemap -- 8.3 Google Analytics (Tracking-ID integrieren) -- 8.4 URL-Weiterleitungen -- 8.5 Beständigkeit -- Kapitel 9: Eigene Designs umsetzen (für Profis) -- 9.1 Die Layoutschnittstelle -- 9.2 Wo liegt das eigene Layout? …”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- www.PacktPub.com -- About the Author -- Table of Contents -- Preface -- Chapter 1: Installing the Required Software and Tools -- Creating a virtual environment with Python 3.x and PEP 405 -- Understanding the directory structure for a virtual environment -- Activating the virtual environment -- Deactivating the virtual environment -- Installing Django and Django REST frameworks in an isolated environment -- Creating an app with Django -- Understanding Django folders, files, and configurations -- Installing tools -- Installing Curl -- Installing HTTPie -- Installing the Postman REST client -- Installing Stoplight -- Installing iCurlHTTP -- Test your knowledge -- Summary -- Chapter 2: Working with Models, Migrations, Serialization, and Deserialization -- Defining the requirements for our first RESTful Web Service -- Creating our first model -- Running our initial migration -- Understanding migrations -- Analyzing the database -- Understanding the table generated by Django -- Controlling, serialization, and deserialization -- Working with the Django shell and diving deeply into serialization and deserialization -- Test your knowledge -- Summary -- Chapter 3: Creating API Views -- Creating Django views combined with serializer classes -- Understanding CRUD operations with Django views and the request methods -- Routing URLs to Django views and functions -- Launching Django's development server -- Making HTTP GET requests that target a collection of instances -- Making HTTP GET requests that target a single instance -- Making HTTP POST requests -- Making HTTP PUT requests -- Making HTTP DELETE requests -- Making HTTP GET requests with Postman -- Making HTTP POST requests with Postman -- Test your knowledge -- Summary -- Chapter 4: Using Generalized Behavior from the APIView Class…”

Tabla de Contenidos: “…-- MongoDB is a NoSQL database -- Setting up MongoDB -- Optional: creating a paid cluster for production databases -- Creating a database user -- Setting up our MongoDB cluster for Django -- Creating a Database -- Creating documents inside a collection -- Updating documents -- Deleting documents and collections -- Mapping CRUD operations to HTTP methods -- CRUD operations on MongoDB with Django ORM -- CRUD operations on MongoDB with pymongo -- Cleaning up -- Summary -- Chapter 5: Creating RESTful APIs for Microservices -- Technical requirements -- Introducing RESTful APIs -- Benefits of RESTful APIs -- The RESTful API architecture -- Building RESTful APIs with DRF -- Setting up DRF -- Creating a model and a serializer -- Creating a view and the URL endpoints -- Browsing a DRF RESTful API -- Error handling -- Handling wrong-formatted requests -- Handling validation errors -- Summary -- Chapter 6: Orchestrating Microservices with Celery and RabbitMQ -- Technical requirements -- Introducing task queues -- Implementing the work queue scenario -- Implementing the Publish-Subscribe scenario -- Implementing the Request-Response scenario -- Exploring Celery and RabbitMQ -- Celery -- RabbitMQ -- Creating and running asynchronous tasks -- Creating and running a Celery-based task -- Creating and running a RabbitMQ-based task -- Monitoring tasks and task queues -- Monitoring Celery tasks with Flower -- Monitoring RabbitMQ tasks -- Summary -- Chapter 7: Testing Microservices -- Technical requirements…”

Tabla de Contenidos: “…Exporting to Quicktime Using Expert Settings -- Quicktime Versus Quicktime Pro -- Quicktime Geekery -- Combining Movie Segments -- Exporting to a Palm Os Handheld -- Chapter 17: Email, Iweb, and Bluetooth -- Exporting to Email -- Emailing Large Movies -- Publishing to the Web Using Iweb -- Don'T Worry, They'Ll Make More -- Publishing a Video Podcast Using Iweb -- Sharing to An Ipod -- Writing Html -- Embed a Headache -- Deciphering Html Attributes -- Creating a Poster Movie -- Exporting Via Bluetooth -- Chapter 18: Moving From Imovie to Idvd -- Creating Chapter Markers -- Podcast Urls Not Quite Ready -- Creating An Idvd Project -- Exporting Movies for Dvd -- Part 4 IDVD -- Chapter 19: Idvd Overview -- Hd and Idvd -- About Dvds -- 4X Dvd Media Alert! …”

Tabla de Contenidos: “…-- 8.1.2 Security Versus Performance -- 8.2 SQL Injection -- 8.2.1 Don't Use Magic Quotes -- 8.2.2 Filtering -- 8.2.3 Prepared Statements -- 8.3 XSS -- 8.3.1 Escaping for Markup -- 8.3.2 Escaping for URLs -- 8.4 CSRF -- 8.4.1 Check the Referer -- 8.4.2 Submit an Additional Header -- 8.4.3 Secondary, Random Tokens -- 8.5 Don't Trust the User -- 8.6 Don't Trust the Server -- Chapter 9 Documenting -- 9.1 Yes, You Need to Document -- 9.1.1 Jog Your Own Memory -- 9.1.2 Lessen the Learning Curve -- 9.1.3 Mind That Bus -- 9.2 API Documentation -- 9.2.1 phpDocumentor -- 9.2.2 JSDoc -- 9.3 Internal Developer Documentation -- 9.3.1 Coding Standards -- 9.3.2 Programming Guides -- 9.3.3 Style Guides -- Chapter 10 Game Development -- 10.1 A Different Kind of Security -- 10.1.1 Validation -- 10.1.2 Server-Side Logic -- 10.2 Single Player -- 10.2.1 Double Buffering with Canvas -- 10.3 "Real-Time" Multiplayer…”

Tabla de Contenidos: “…Saudi Arabia Monetary Authority (SAMA) Cybersecurity Framework -- Reserve Bank of India -- FIFA World Cup Qatar 2022 -- Monetary Authority of Singapore -- BDDK -- Others -- Summary -- Chapter 4: IT Security Technical Controls -- Off-Premises Unmanaged Devices -- MDM: Mobile Device Management -- MAM: Mobile Application Management -- NAC: Network Access Control -- Multi-Factor Authentication -- RASP for Mobile Applications -- Secure Connections -- OSI Model -- TCP/IP Model -- IPsec, SSH, and TLS -- IPsec -- SSH -- TLS -- Clean Pipes -- DDoS Mitigation -- Managed Devices -- Directory Service Integration -- Centralized Endpoint Management -- TPM: Trusted Platform Module -- VPN Client -- NAC: Network Access Control -- Data Classification -- UAM: User Activity Monitoring -- Endpoint Protection -- Phishing Reporting Tool -- Host IPS or EDR -- Desktop Firewall -- Antivirus -- Antispyware -- Full-Disk Encryption -- Application Control and Application Whitelisting -- Perimeter Security -- Firewalls -- Intrusion Detection and Intrusion Protection Systems -- Proxy and Content (URL) Filtering -- DLP: Data Loss Prevention -- Honeypot -- WAF: Web Application Firewall -- SSL VPN -- DNS -- Internal DNS Servers -- External DNS Servers -- Message Security -- Directory Integration for External Applications -- Sandbox -- File Integrity -- Encrypted Email -- On-Premises Support Controls -- Access Control -- Secure VLAN Segmentation -- Security Baselines -- Redundancy -- Load Balancing -- Encryption -- Multi-tier and Multi-layer -- Multi-layering -- Multi-tiering -- TLS Decryption -- Perimeter Static Routing -- Heartbeat Interfaces -- Disaster Recovery -- Time Synchronization -- Log Concentrator -- Routing and Management Networks -- Management Networks -- Perimeter Routing Networks -- Centralized Management -- Physical Network Segmentation -- Sinkhole…”

Tabla de Contenidos: “…-- 10.5 Kontrollfragen zu Testdatenwerkzeugen -- 11 Einbindung in die Organisation -- 11.1 Sponsoren finden -- 11.2 Organisationeinheiten integrieren -- 11.3 Verantwortlichkeiten festlegen -- 11.4 Einbindung in die Prozesse -- 11.4.1 Einbindung in das Testumgebungsmanagement -- 11.4.2 Einbindung ins Konfigurationsmanagement -- 11.4.3 Einbindung in die IT -- 11.5 Einführung des Testdatenmanagements in die Organisation -- 11.6 Kontrollfragen zur Einbindung in die Organisation -- 12 Beispiele für projektbezogene Testdatenartefakte -- 12.1 Das Beispielprojekt RiCoSys -- 12.2 Testdatenkonzept RiCoSys -- 12.3 Beispiele für Testdatenspezifikation -- 12.4 Beispiel für Dokumentation der Testdatenbereitstellungsroutine -- 12.5 Beispiel für Testdatenabschlussbericht -- 12.6 Abschlussbetrachtungen zu den Testdatenartefakten -- 13 Beispiel für eine Testdatenrichtlinie -- 13.1 Datenschutzbestimmungen für Produktionsdaten -- 13.2 Datenschutzbestimmungen für Testdaten -- 13.3 Abschlussbetrachtungen zur Testdatenrichtlinie -- Anhang -- A Lösungshinweise -- B Glossar -- C Synonyme -- D Abkürzungen -- E Quellen -- E.1 Literatur -- E.2 URLs -- Index…”

Tabla de Contenidos: “…Using Core Data -- Using Xcode to Design Objects -- Summary -- Q&amp -- A -- Workshop -- Exercises -- PART VI: Interacting with the World -- HOUR 19: Playing and Recording Media -- Playing and Recording Audio -- Playing Video Files -- Summary -- Q&amp -- A -- Workshop -- Exercises -- HOUR 20: Sensing the World -- Using the iPhone's Accelerometer -- Determining the iPhone's Location -- Taking Photos and Making Short Videos -- Summary -- Q&amp -- A -- Workshop -- Exercises -- HOUR 21: Sharing Data -- Using Custom URLs -- Using Pasteboards -- Exporting Data -- Summary -- Q&amp -- A -- Workshop -- Exercises -- PART VII: Completing Your Application -- HOUR 22: Debugging -- Using gdb, dtrace, valgrind, and nib2objc -- Resolving Cocoa Misunderstandings -- Summary -- Q&amp -- A -- Workshop -- Exercise -- HOUR 23: Optimizing Performance -- Profiling Your Code -- Optimizing Your Memory Usage -- Optimizing Your Code's Speed -- Summary -- Q&amp -- A -- Workshop -- Exercise -- HOUR 24: Shipping Your Application -- Polishing Your Application for Submission -- Localizing Your Application -- Submitting Your Application to the App Store -- Summary -- Q&amp -- A -- Workshop -- Exercise -- APPENDIX A: C Primer (Online) -- Functions -- Primitive Types -- Basic Operators -- Function Signatures -- Interface Files -- System Libraries -- Composite Structures -- Memory Access -- Arrays -- Dynamic Memory Allocation -- Strings -- Types -- New Kinds of Errors -- APPENDIX B: Troubleshooting Xcode (Online) -- Logging in to the Developer Website -- Obtaining Permission to Upload Your Application to Your Device -- Building Your Application to Run on a Device -- Updating Mobile Provisions -- Debugging the Ambiguous Matches Error -- Uploading Your Application to Your Device -- Checking Changes That Do Not Show Up -- Checking the App Store Executable -- APPENDIX C: Resources…”