SREcon21 - Hacking ML into Your Organization

Hacking ML into Your Organization
Cathy Chen, Capriole Consulting Inc, Google LLC
As a future chapter of the upcoming O'Reilly book, Reliable Machine Learning: Applying SRE Principles to ML in Production, this talk is aimed at SRE, developers, data scientists, and business people alike.
Consider SRE and other parts of the business as a business implements or scales ML in their business. What does the business have to learn from ML and what new organizational changes should they think about as they expand support ML as business optimizing work?
Attendees will learn:
How to apply the organization design Star model to ML deployment
Where to build ML skills outside the tech team
Organizational changes needed to integrate ML into the organization
View the full SREcon21 program at www.usenix.org...