The State of Production Machine Learning in 2024

Explore the current landscape of production machine learning in this 27-minute keynote by Alejandro Saucedo, Director of Engineering, Science & Product at Zalando SE and AI Expert for the UN Advisory Body on Artificial Intelligence. Gain insights into the challenges faced as production machine learning use-cases increase and learn how to transition from models to reliable, robust, and scalable systems. Dive deep into the production ML tooling ecosystem, examining best practices abstracted from large-scale machine learning operations. Discover recommended tools for deploying, explaining, securing, monitoring, and scaling production machine learning systems. Understand key focus areas for addressing critical challenges in the field and stay ahead of the curve in production machine learning for 2024 and beyond.