Table of Contents

• About the REST APIs
• All REST Endpoints

Get Started

• Introduction
• Quick Start
• Supported Features and Examples
• Use cURL
• Authenticate
• Authorize OML Services User
• Send Requests
• Work with Oracle Machine Learning Models
  • Deploy an In-database Model from Your Database to Oracle Machine Learning Services
  • Deploy an In-database Model to Oracle Machine Learning Services Via File Export
• Work with Batch Scoring
  • Classification Output Table Schema
  • Clustering Output Table Schema
  • Feature Extraction Output Table Schema
  • Regression Output Table Schema
  • Batch Scoring Examples
    • Example: Batch Scoring using a Classification Model
    • Example: Batch Scoring using a Clustering Model
    • Example: Batch Scoring using a Feature Extraction Model
    • Example: Batch Scoring using a Regression Model
    • Create the CUSTOMERS360 Table
• Work with Data Monitoring
  • Data Monitoring Output Table Schema
  • Data Monitoring Example - Data Drift Detection
• Work with Data Bias Detection
  • Data Bias Detection Output Table Schema
  • Data Bias Detection - Example
• Work with Model Monitoring
  • Model Monitoring Output Table Schema
  • Model Monitoring Example
• Work with Oracle Machine Learning ONNX Format Models
  • Deploy ONNX Format Models
  • Specifications for ONNX Format Models
• Work with Oracle Machine Learning ONNX Image Models
• Work with Cognitive Image Functionality
  • Score a Mini Batch Containing base64 Encoded String
• Work with Cognitive Text Functionality

Tasks

• I Generic
  • Get Metadata for all Versions
  • Get Open API Specification
  • Get Version 1 Metadata
• II Repository
  • Delete Model
  • Get Model Content
  • Get Model Information
  • Get Model Metadata
  • Get Models List
  • Store Model
  • Update Model Namespace
• III Deployment
  • Create Model Endpoint
  • Delete Endpoint
  • Get Endpoint Details
  • Get Endpoints
  • Get Open API Specification for Endpoint
  • Score Model Using Endpoint
• IV Cognitive Text
  • Get Endpoints
  • Get Most Relevant Keywords
  • Get Most Relevant Topics
  • Get Numeric Features
  • Get Semantic Similarities
  • Get Sentiments
  • Get Summaries
• V Asynchronous Jobs
  • Delete a Job
  • Get Job Details
  • Get Job Run Details
  • Lists Jobs
  • Perform a Job Action
  • Poll Asynchronous Job Submission or Update
  • Submit a New Job
  • Update a Job