Technical requirements

• Since a model’s performance decays over time, we want to update it as fast as possible
• Frequency to retrain your models: 1 a month? --> Question: Does a new deployment means to retrain the model?
• https://learning.oreilly.com/library/view/designing-machine-learning/9781098107956/ch02.htmlreliability