MLOps Community
+00:00 GMT
The Post Modern Stack
LIVESTREAM

The Post Modern Stack

In this workshop, we discuss our “Post-Modern Data Stack”, that is, a deconstruction of the MLOps stack we previously shared with the community. In particular, we join the “modern data stack” (Snowflake + dbt) with “modern MLOps” practices, using Metaflow to bridge the gap between data, training, and inference in a pure serverless fashion.

As usual, we refuse to work in a toy stack, and with toy data: leveraging our huge data release from last year, we walk through a real-world recommendation pipeline, going from raw data to a live endpoint serving predictions.

You can download: Joining the modern data stack with the modern ML stack: https://github.com/jacopotagliabue/post-modern-stack

Speakers

Jacopo Tagliabue
Director of AI @ Coveo

Agenda

Track View
From4:00 PM, GMT
To4:28 PM, GMT
Tags:
Stage 1
Opening / Closing
Musical Intro
From4:15 PM, GMT
To4:55 PM, GMT
Tags:
Stage 1
Presentation
The Post Modern Stack

In this workshop, we discuss our “Post-Modern Data Stack”, that is, a deconstruction of the MLOps stack we previously shared with the community. In particular, we join the “modern data stack” (Snowflake + dbt) with “modern MLOps” practices, using Metaflow to bridge the gap between data, training, and inference in a pure serverless fashion.

As usual, we refuse to work in a toy stack, and with toy data: leveraging our huge data release from last year, we walk through a real-world recommendation pipeline, going from raw data to a live endpoint serving predictions.

+ Read More
Speakers:
Jacopo Tagliabue
From4:55 PM, GMT
To5:00 PM, GMT
Tags:
Stage 1
Opening / Closing
Q&A
From5:00 PM, GMT
To5:15 PM, GMT
Tags:
Stage 1
1:1 networking
Networking
Event has finished
June 15, 4:00 PM, GMT
Online
Event has finished
June 15, 4:00 PM, GMT
Online