Autonomous Database Learning Lounge series presents:  Data fidelity using ADB Property Graph (Lineage) and GenAI RAG models

Main Topic

• Data Fidelity is a critical factor for any data-driven business. It is characterized by accuracy , relevancy , consistency, timeliness and completeness of Data. Decision makers rely on these quality metrics of data to understand their business trends , exploit opportunities and to mitigate risks.
• Melliyal Annamalai, Distinguished Product Manager and Ganesh Seetharaman, Architect, Oracle Data catalog will explain how data lineage harvested across the data real estate , property graphs in Autonomous Database and GenAI RAG models are leveraged in building a framework to analyze fidelity of data used across applications.
• Data Catalog and Governance platforms help organizations to maintain data fidelity through well defined access policies, traceability and audit logs, curation and collaborative tools. As businesses deploy more AI/ML models in their decision making systems, it becomes imperative to address the inherent opacity of these systems by providing details on their reasoning process. Among other things , substantiating the use of high fidelity data is a key requirement for model explainability.

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.