The State of Production Machine Learning in 2024 // Alejandro Saucedo // AI in Production

// Abstract
As the number of production machine learning use-cases increase, we find ourselves facing new and bigger challenges where more is at stake. Because of this, it's critical to identify the key areas to focus our efforts, so we can ensure we're able to transition from machine learning models to reliable production machine learning systems that are robust and scalable. In this talk we dive into the state of production machine learning in 2024, and we will cover the …

abstract bigger cases challenges focus identify key machine machine learning production state the key