Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Tracking Data and AI Lineage - Ensuring Transparency and Compliance

Databricks via YouTube

Overview

Coursera Flash Sale
40% Off Coursera Plus for 3 Months!
Grab it
Explore the critical importance of data and AI lineage tracking in modern data platforms through this 33-minute conference talk from Databricks. Discover how understanding data origins and destinations becomes essential for maintaining transparency, ensuring compliance, and building trust as AI integration deepens across data ecosystems. Learn about the latest advancements in data and AI lineage capabilities within the Databricks Platform, covering comprehensive tracking throughout model training, evaluation, and inference processes. Examine how lineage system tables enable powerful impact analysis and provide valuable usage insights across your entire data estate. Understand newly released features including the Bring Your Own Lineage capability that creates end-to-end visibility of data and AI assets within Unity Catalog. Gain insights into upcoming developments on the lineage roadmap and see how these tools support unified governance for both data and AI workflows. Presented by Murt Neemuchwala, Product Manager at Databricks, and Prithvi Kannan, Software Engineer at Databricks, during the Data + AI Summit.

Syllabus

Tracking Data and AI Lineage: Ensuring Transparency and Compliance

Taught by

Databricks

Reviews

Start your review of Tracking Data and AI Lineage - Ensuring Transparency and Compliance

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.