دانلود کتاب Extending Oracle Application Express with Oracle Cloud Features: A Guide to Enhancing APEX Web Applications with Cloud-Native and Machine Learning Technologies

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Table of Contents About the Authors About the Technical Reviewer Acknowledgments Introduction Chapter 1: Architecting a Secure Infrastructure for APEX Network Components Virtual Cloud Network Network Security Groups Bastion Infrastructure as Code Terraform and the Resource Manager The OCI Designer Toolkit Deploying APEX to a Database System Oracle Autonomous Linux Load Balancer APEX on an Autonomous Database Private Endpoint Vanity URL Web Application Firewall Vulnerability Scanning Logs, Metrics, and Alarms Summary Chapter 2: Storing Large Objects Using Object Storage Oracle Cloud Infrastructure Storing Files in the Oracle Database The OCI Object Storage Alternative Using OCI Object Storage with APEX Create a Compartment Create an OCI Object Storage Bucket Create an Oracle Autonomous Database (Optional) Create Identity and Access Management Resources Groups Policies IAM User API Keys Gather Information for APEX Web Credentials The APEX Application Digital Photos Table Web Credential for OCI Retrieve Tenancy Namespace Application Attributes – Substitutions Complete Code to Interact with Object Storage Considerations Summary Chapter 3: Using Oracle Cloud Functions Image Processing Processing Images on the Client Browser Custom Image Processing REST API Using Third-Party REST APIs Oracle Cloud Functions Required Software and Tools OCI CLI Fn Project CLI Virtual Cloud Network Identity and Access Management User API Keys Auth Token Groups Policies Set Up Fn Project CLI Oracle Cloud Infrastructure Container Registry Validate Setup Thumbnail Generator Function Approach to Development Configuration Parameters Triggering Functions with Oracle Events Resource Principals Complete Function and Deploy Troubleshooting and Logging Thumbnails Applied Summary Chapter 4: Exposing Functionality with API Gateway Use Case Definition Deploy the Language Translation Engine Oracle Functions for Language Translation API Gateway for Language Translation IAM Policy Network Security Group API Gateway Calling the API Gateway from APEX Security and Logging Summary Chapter 5: Oracle Machine Learning in Autonomous Database Setting Up the Oracle Machine Learning Environment Creating an Autonomous Database Obtaining the URLs Needed for Using the OML Service Creating an OML User Creating a User Using Oracle ML User Administration Creating a User Using Database Actions Oracle Machine Learning An Introduction to Oracle Machine Learning User Interface Administration Notebooks AutoML Models Oracle Machine Learning for SQL (OML4SQL) Oracle Machine Learning for Python (OML4Py) In-Database Machine Learning and APEX Summary Chapter 6: Oracle Machine Learning REST Services A Short Introduction to REST APIs Introduction to OML REST Services REST API for Oracle Machine Learning Services REST API for Embedded Python Execution Using OML REST Services Installing and Setting Up a REST Client (cURL) Creating an Access Token Examples of Using OML REST Services Using OML REST Services from APEX Summary Chapter 7: Data Labeling Setting Up the Service Datasets, Records, and Labeling Creating a Dataset and Records Labeling Records in a Dataset Adding New Records to the Dataset Data Labeling Errors Data Labeling with APEX Using OCI APIs Data Labeling APIs Setting Up APEX for Data Labeling APIs Using Data Labeling APIs with APEX Summary Chapter 8: Anomaly Detection Setting Up the Anomaly Detection Service Compartment, Policies, User Groups, and a User Vault, Keys, and Secrets Anomaly Detection Service Requirements for the Data Creating a Machine Learning Model and Detecting Anomalies Metrics Anomaly Detection with APEX Using the OCI API Anomaly Detection API Setting Up APEX for Anomaly Detection API Using Anomaly Detection APIs with APEX Summary Chapter 9: Language Different Use Cases for Language Service Language Detection Text Classification Key Phrase Extraction Named Entity Recognition Sentiment Analysis Setting Up the Service Analyzing Text with the OCI Console Analyzing Text with the OCI Language API and APEX Language API Setting Up APEX for Language API Using Language API with APEX Summary Chapter 10: Vision Working with OCI REST APIs OCI Object Storage OCI Vision Summary Chapter 11: Email Delivery Services Setting Up OCI Resources Identity and Access Management Regions, Availability, and Server Information Email Domains Approved Senders Suppression List Configure APEX Instance for OCI Email Delivery Service Email Deliverability Testing Deliverability Troubleshooting Deliverability Other Essentials Summary Index