Tutorials

Welcome to tutorials section. Please follow the links below to view tutorials you are interested in.

• Installation and Setup
  • Install ML Insights Library SDK
    • Install in Local Environments
      • Installing the oracle-ml-insights base package
      • Installing oracle-ml-insights along with Dask
• ML Insights API in 10 minutes
  • Setup
  • Imports
  • Load Data and Schema
  • Run a Data Evaluation
    • What the output means
• Low Code Setup with Config Reader
  • How to setup configuration for low code ML Insights
    • Sample Config File:
    • Insight Components
      • Input Schema
        • Description
        • Example
      • Reader
        • Description
        • Example using data source for determining the data location
        • Example without using data_source
      • Feature Metrics
        • Description
        • Example
      • Dataset Metrics
        • Description
        • Example
      • Post Processor:
        • Description
        • Example
      • Transformer
        • Description
      • Conditional Features
        • Example
      • Engine
        • Description
        • Example
      • Reference Profile Reader
        • Description
        • Example
      • Tags
        • Example
      • Tests/Test Suites
• Push Insights Notifications to OCI Monitoring
  • Prerequisites
  • High-level Overview
  • Configure ML Insights to Push Notifications to OCI Monitoring
    • Sample Configuration File
    • Compute Insights Profile and Test Results
    • Configure OCI Monitoring Service in OCI Console
    • Configure Alarms using OCI Monitoring
• MLM CLI Command Reference
  • Overview
  • Set up MLM CLI tool
  • Available Commands
    • Create Configuration File
    • Manage Configuration File
    • Validate Configuration File
• OCI Autonomous Data Warehouse Readers
  • Installation and setup of oracle-adw package
    • Installation of oracle-adw package
      • Installing the oracle-ml-insights oracle-adw package
      • Installing oracle-ml-insights oracle-adw along with Dask
    • Installation of instantclient libraries
      • Installation of instantclient libraries on Macos
      • Installation of instantclient libraries on Linux
  • Reading data from OCI Autonomous Data Warehouse(ADW)
    • Overview
    • Prerequisites and Installation
    • ADW Reader Authentication
      • Using Local file system
      • Using OCI Vault
    • Read data using ADW readers
    • Read data using ADW Native Reader
      • Using Builder API
      • Using Config API
    • Read data using ADW Dask Reader
      • Using Builder API
      • Using Config API