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Announcing Spatial AI: Supercharge your apps with the new spatial intelligence in ADB-S

Join the Autonomous Database PM and the Spatial PM teams in this Learning Lounge session, where they will show how to use the new Spatial AI capabilities in Autonomous Database to improve ML model quality and prediction accuracy. You will be able to ask your questions in the open Q&A.

Autonomous Database Learning Lounge series presents “Announcing Spatial AI: Supercharge your Apps with the new spatial intelligence in ADB”

  • David Lapp, Senior Principal Product Manager will explain how Spatial AI is a new feature of Oracle Machine Learning for Python (OML4Py) on Autonomous Database Serverless (ADB-S), providing specialized machine learning algorithms that incorporate the effects of location.
  • Spatial AI can improve ML model quality and prediction accuracy, and an example of spatial regression algorithms that are able to enhance home value predictions by incorporating the influence of neighboring home values will be shown.
  • Spatial algorithms also allow you to detect location patterns, like spatial clustering of traffic accidents. As part of OML4Py on Autonomous Database Serverless, Spatial AI provides a single environment for spatial ML workflows that minimizes data movement to external ML engines, simplifies your architecture, and accelerates time to value.

Open Q&A

  • Autonomous Database product managers will answer any technical questions about the Autonomous Database service, its features, integration capabilities and use cases.
     
  • Familiarity with Autonomous Database is desirable, but not required
  • Some understanding of cloud and database terms is helpful
  • Familiarity with Oracle Cloud Infrastructure (OCI) is helpful

Educate yourself about Oracle Autonomous Database, its use cases and immersive self-service platform.

Resources

Featured Speakers

  • Speaker

    Marcos Arancibia

    Oracle
    Senior Principal Product Manager, Autonomous Database

  • Speaker

    David Lapp


    Product Manager - Spatial and Graph

Workshop Info

Session Has Completed - 27 June 2024
1 Hour
English
Architect, Database Administrator, Developer,
Oracle Spatial, Autonomous Database

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    Slides from the Session (Link)

    ADB Learning Lounge slides for Announcing Spatial AI: Supercharge your apps with the new spatial intelligence in ADB-S
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