MLOps Weekly Podcast MLOps Week 23: Data Quality & The Future of DataOps with Maxim Lukichev
Nov 14, 2023
Maxim Lukichev, Co-founder and CTO at Telmai, discusses the importance of proactive data quality, improving collaboration on data teams, treating data as a product, data governance, and the impact of data on analytics, ML, and AI.
Chapters
Transcript
Episode notes
1 2 3 4 5 6
Introduction
00:00 • 2min
Challenges of Data Quality and its Multi-dimensional Nature
01:53 • 2min
Collaboration and Stakeholders in Data Observability
03:36 • 5min
Treating Data as a Product
08:12 • 9min
Data Governance, Provenance, Access Control, and Core Categories of Tooling
17:34 • 3min
The Impact of Data on Analytics, ML, and AI
20:44 • 7min