MLOps Weekly Podcast

MLOps Week 21: The Future of ML Governance and Data Management with Kevin Petrie

Jul 25, 2023

27:06

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Episode notes

Introduction

2min

The Pillars That Make It Hard to Get to the Bleeding Edge in AI and ML

3min

How to Focus on People Process and Technologies

2min

How to Bring Innovation to a Large Organization

2min

The Importance of Data in ML AI

2min

The Pendulum Effect of Data Consolidation

3min

The Role of Compliance in the Regulation Environment

4min

The Future of Governance

2min

The Emergence of Small Language Models in the Enterprise

3min

10.

How to Make a Center of Excellence Successful

4min

For episode 21 of the MLOps Weekly Podcast, Simba Khadder and Kevin Petrie, VP of Research at Eckerson Group, delve into the challenges and opportunities of integrating MLOps in traditional enterprises. They discuss strategies to overcome technical debt in implementation, the pivotal role of data in the success of ML projects, navigating regulatory compliance in machine learning, and the future of AI governance.