System design 2
Continued from ML system design Part 1. In previous post we discussed about setting up business and ML objectives and also the first two requirements of ML systems Reliability and Scalability. In this post we will discuss the next two requirements.
Maintainability
In the development and maintenance of an ML system, various professionals such as ML engineers, DevOps…
Before we even start building a ML system, we need to understand the objective of the system and the impact of the same. The system should be driven by business objectives which are then being converted to ML objectives to drive and shape the development of ML system.
Machine Learning
Once everyone from business and tech team are onboarded on the objectives of the ML system. We can start…