Production Machine Learning Monitoring: Principles, Patterns and Examples (Alejandro Saucedo). Covering Explainability, Outlier Detection, Concept Drift, Adversarial Detection and Performance Monitoring of production machine learning systems.


Sections:…

Python Applications aren't stand alone, they need to work along with other applications, talk to databases; and be prepared for scale. Kubernetes is the de-facto standard for achieving scalability.

In this talk, we will see how Developers can be design…