MLOps Weekly Podcast

MLOps Week 14: Orchestration in MLOps with Chris White

Dec 20, 2022

31:56

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Episode notes

Introduction

5min

The Impact of Capital One on the Culture of Companies

3min

The Importance of Being Comfortable

2min

The Challenges of Orchestration

4min

The Importance of Choosing Your Life Cycle

1min

The Importance of Observability in Prefect

2min

The Importance of Observability in Python Runtime Orchestrators

3min

The Crawl in the Storm's Trail

3min

The Future of MLOps

3min

10.

The Common View of MLOps and Data Ops

3min

11.

The Importance of Keeping the API Simple

4min

This week on the MLOps Weekly Podcast, Simba sits down with Chris White, CTO at Prefect, to discuss his journey from mathematics to data science at CapitalOne, the power of orchestration in the ML lifecycle, and Prefect's approach to dataflow automation.

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