Building an ML Platform from Scratch: Live Coding Session - Part 2

Name: Building an ML Platform from Scratch: Live Coding Session - Part 2
Uploaded: 2021-08-04
Description: In our previous live coding session, we built an ML platform using MLFlow, DVC, Pulumi, and other tools. As requested by the community, during the second session we'll focus on how to add solutions for Model Monitoring and Training Orchestration. All codes are available here: https://github.com/aporia-ai/mlplatform-workshop

Posted Aug 04, 2021 | Views 345

# Building ML Platform

# Coding Workshop

# Aporia

# Aporia.com

SPEAKERS

Alon Gubkin

VP R&D @ Aporia

Alon Gubkin is the VP R&D at Aporia. Writing code from the age of 7, Alon has an unhealthy obsession with programming and a huge love for mixing engineering with data science. When he isn't coding, Alon enjoys playing video games and musing about biology.

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Demetrios Brinkmann

Chief Happiness Engineer @ MLOps Community

At the moment Demetrios is immersing himself in Machine Learning by interviewing experts from around the world in the weekly MLOps.community meetups. Demetrios is constantly learning and engaging in new activities to get uncomfortable and learn from his mistakes. He tries to bring creativity into every aspect of his life, whether that be analyzing the best paths forward, overcoming obstacles, or building lego houses with his daughter.

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SUMMARY

In our previous live coding session, we built an ML platform using MLFlow, DVC, Pulumi, and other tools. As requested by the community, during the second session we'll focus on how to add solutions for Model Monitoring and Training Orchestration. All codes are available here: https://github.com/aporia-ai/mlplatform-workshop

+ Read More