Bio
Technical Product Owner in ML/DS at Provectus;
Founder & Coordinator at Odyssey – Odessa Data Science Community;
Machine Learning/Data Science Engineer and Consultant;
Lecturer; Speaker; PhD student
Practical dive into modern model monitoring
Data Engineering & MLOps
- Session Language |Ukraine
Model monitoring for Machine Learning solutions is confidently aimed to become an industry standard. Although it has been frequently discussed lately, market research shows that the adoption of ML specific monitoring in production is still quite rare these days. In this talk, we will not just go over the motivation for monitoring but have an exhaustive overview of existing approaches and techniques as well as various tools and instruments that are currently available.
