Fully Automated MLOps
Arturo Opsetmoen Amador
Senior Consultant - Machine Learning
The MLOps lifecycle includes three core stages:
The Design stage includes:
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The Design stage includes:
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The Design stage includes:
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The Design stage includes:
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The Design stage includes:
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The ML experimentation and development stage includes: $$
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The ML experimentation and development stage includes:
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The ML experimentation and development stage includes:
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The ML experimentation and development stage includes:
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The ML deployment and operations phase include:
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We use process streamlining, best practices, and automation
When no automation, process streamlining:
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Best practices
Include domain expertise
Involve business stakeholders
Get feedback from end-users
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Best practices
Fully Automated MLOps