The State of Production Machine Learning in 2023

Explore the current landscape of production machine learning in this 45-minute conference talk from EuroPython 2023. Delve into the growing challenges faced as production machine learning use-cases increase and the stakes become higher. Gain insights into key focus areas for ensuring reliable and scalable machine learning pipelines. Examine the concepts that make production machine learning particularly challenging and discover recommended tools to address these issues. Learn about the critical aspects of implementing machine learning in real-world production environments and stay up-to-date with the latest developments in the field.