

Versioning and MLOps for Generative AI
Oct 12, 2023
Yucheng Low, CEO of XetHub, talks about managing large-scale ML assets and the challenges of data management. They discuss the need for version control, data reproducibility, and efficient solutions. The podcast covers topics such as GDPR impact on data teams, benefits of openness in data management, and distinguishing features of their tool. They also discuss the importance of deduplication, summaries, and visualization tools, and the unique features of Zetahub's user interface for data versioning and collaboration.
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7
Introduction
00:00 • 3min
Efficient Data Management and Reproducibility
02:36 • 2min
Data Types and GDPR Impact
04:08 • 3min
Exploring the Importance of Openness and Easy Migration of Data
07:07 • 2min
Distinguishing Features and Benefits of the Tool
09:15 • 2min
Importance of Tools for Deduplication, Summaries, and Visualization
11:09 • 13min
Zetahub User Interface and Data Versioning
23:45 • 15min