TMLS2020: Difference between revisions
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Topic: Workshop: MLOps & Automation Workshop: Bringing ML to Production in a Few Easy Steps | == Topic: Workshop: MLOps & Automation Workshop: Bringing ML to Production in a Few Easy Steps == | ||
Time: Nov 16, 2020 09:00 AM Eastern Time (US and Canada) | Time: Nov 16, 2020 09:00 AM Eastern Time (US and Canada) | ||
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[[image:tmls2020-mlrun-cicd.png|600px]] | [[image:tmls2020-mlrun-cicd.png|600px]] | ||
== Topic: Reaching Lightspeed Data Science: ETL, ML, and Graph with NVIDIA RAPIDS == | |||
Time: Nov 16, 2020 11:00 AM Eastern Time (US and Canada) | |||
https://github.com/dask/dask-tutorial | |||
who: Bradley Rees ( from Nvidia ) | |||
Revision as of 16:19, 16 November 2020
Nov 16tgh workshop
Topic: Workshop: MLOps & Automation Workshop: Bringing ML to Production in a Few Easy Steps
Time: Nov 16, 2020 09:00 AM Eastern Time (US and Canada)
who: Yaron Haviv https://medium.com/@yaronhaviv
Tools:
- mlrun - lots of end to end demos /demos
- nuclio
- kubeflow
What it gives us:
- CICD for ML
- auditability
- drift
- feature store for meta data, and drift.
Topic: Reaching Lightspeed Data Science: ETL, ML, and Graph with NVIDIA RAPIDS
Time: Nov 16, 2020 11:00 AM Eastern Time (US and Canada)
https://github.com/dask/dask-tutorial
who: Bradley Rees ( from Nvidia )
