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

Posted Aug 04, 2021 | Views 508
# Building ML Platform
# Coding Workshop
# Aporia
# Aporia.com
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Alon Gubkin
CTO and Co-Founder @ Aporia

Alon is the CTO and Co-Founder at Aporia, the ML Observability Platform. Alon spent the last decade leading multiple software engineering teams, working closely with various organizations on their Data and Machine Learning platforms.

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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

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