Effective Observability for MLOps Pipelines at Scale

Presented by: Shivay Lamba

As the world embraces AI and adopts machine learning, many companies and moving towards using models like the LLMs. Deployment and monitoring such large models are extremely important. As traditional DevOps Engineers, you might not be exposed to working with machine learning systems. This is where...

Tags: Cloud, DevOps, Machine Learning, Data Science, ObservabilityFormat: General SessionLevel: Intermediate

Alerts Don't Suck. YOUR Alerts Suck.

Presented by: Leon Adato

The SRE handbook defines alerts as "A notification intended to be read by a human and that is pushed to a system such as a bug or ticket queue, an email alias, or a pager. Respectively, these alerts are classified as tickets, email alerts, and pages." and I just want to scream. Not because the...

Tags: ObservabilityFormat: General SessionLevel: Introductory and overview