Simplifying governance and ML-Ops challenges

About this talk

Developing and deploying ML / DL solutions present multiple challenges to organizations relating to effectively scaling their R&D efforts and ultimately deploying solutions.

These challenges include technical challenges, difficulties in setting up processes as well as bridging science and engineering. This session will cover some of those challenges, including real-world examples from Allegro AI's customer base - including computer vision use cases as well as others. We will discuss the challenges and the best practices to address them.