AI Approaches

1. Machine learning

2. Deep learning

3. Reinforcement learning

4. Prompt engineering

• Front Office AI services

  • • Agent-Based AI

    • Bots

    • Computer vision

    • Voice recognition

    • Generative AI

    • Conversational AI 

• Backoffice AI services

  • • Predictive AI

      • Regression

      • Classification

      • Clustering

      • Anomaly detection

In-DB ML means running the machine learning directly inside the database, which is produced by modern database engines as follows:

• SQL Server

  • • sp_execute_external_script (Python/R), ML.NET integration 

• Oracle

  • • OML

    • AutoML