ML Infrastructure Part 2:
Machine learning model deployment introduces new challenges to the traditional software development life cycle, and current DevOps workflows may not be prepared to meet those challenges.
This whitepaper will discuss:
- Features needed for a successful ML deployment platform
- Pitfalls of traditional software development in ML deployment
- Next steps for working toward ML sophistication