STAGE 0: ML Ops Foundations

This section focuses on Pre-kick off enablement on core Dev Ops, ML Ops fundamentals , the why (key motivations) and considerations relevant to all project roles. Topics such as:

• Dev Ops Overview:
  • Key principles
  • Culture
  • CI/CD
  • What is Infrastructure as Code
• ML Ops Overview:
  • ML Ops v. Dev Ops
  • Key Principles and Maturity Model
  • Skills Roles and Responsibilities