Building Safe Enterprise AI Systems with Databricks | Responsible AI | Community Webinar
Databricks provides core capabilities for managing data and building AI systems. However, the biggest barrier organizations face in building Enterprise GenAI is ensuring the safe use of data in these new AI systems.
This session explores how Securiti Gencore AI supports Databricks Delta tables to securely power enterprise AI. Learn how this partnership enables safe, enterprise-grade generative AI using proprietary data.
What we will cover:
- Learn to quickly ingest unstructured data from SaaS & on-prem sources using delta fetches and batch processing.
- Use Data Command Graph for contextual…
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Chapters (22)
Importance of Data in AI Applications
2:15
Challenges in Handling Unstructured Data
3:47
Data Cleaning and Sanitization
4:08
Utilizing Delta Tables and Vector DBs
5:00
Data Command Graph and Knowledge Graph
5:28
Entitlement and Permission Management
6:02
Integration with Unity Catalog
6:48
Data Syncing & Integration Best Practices
13:25
Live Demo: Secure Data Ingestion with Gen Core APIs
13:47
Connecting On-Prem Data Systems (SMB)
14:14
Configuring Data Loader and Sanitization Nodes
14:37
Visualizing Data Flow and Provenance
15:02
Previewing Original and Sanitized Files
15:26
Viewing Files in Databricks
18:40
Redaction and Anonymization Processes
19:25
Encryption and Data Security
20:04
Monitoring and Compliance Checks
21:50
Utilizing MLflow for Model Performance Monitoring
22:38
Syncing Data with Other AI Platforms (e.g., Vortex AI, Azure)
18:21
Q&A Session
19:54
Role of Unity Catalog in AI Governance
21:37
Integ
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