MeetupWhat is the open source ML framework HermoineClaimHermoine is intentionally open enough that users can reshape it to fit their preferred way of working.5:07
Threads / Open weights against the API / 2020
Open weights against the API in 2020
8 sessions
MeetupWhat is the open source ML framework Hermoine
MeetupMLflow Open Source Framework Hermione DemoClaimThe MLflow interface can be used to compare runs, inspect metrics and register a model for use through an API.13:20
MeetupBring Your On-Prem ML Use Cases to Production on Google Cloud using KubeflowClaimChanchal Chatterjee's team created the open-source ML Pipeline Generator to help bring existing models into production on Google Cloud.3:02
PodcastMLOps Coffee Sessions #14 Conversation with the Creators of DaskClaimMatthew Rocklin has worked in the open-source Python ecosystem on projects including NumPy, pandas, Cycler, and Jupyter, with a focus on scalable and parallel computing.0:37
PodcastHow to Choose the Right ML ToolClaimMariya Davydova says small or less mature teams often choose managed services, while larger teams often choose open-source stacks.6:58
MeetupThe Current MLOps LandscapePushed backTimothy Chen and Nathan Benaich disagree with the idea that open source is always required for an MLOps business, while agreeing that it is increasingly advantageous for developer-focused products.43:05
ML and Encryption: It's All About Secure InsightsClaimOpen-Mined aims to help people collaborate on data they cannot directly access by building accessible privacy-preserving tools.24:14