MLOps design
MLOps Concepts
Folkert Stijnman
ML Engineer
Added value
- Estimate the expected value
- ML is experimental and uncertain
- Aids in resource allocation, prioritization, and setting expectations
Business requirements
- End user
- Speed
- Accuracy
- Transparency
Business requirements
- End user
- Speed
- Accuracy
- Transparency
- Compliance and regulations
Business requirements
- End user
- Speed
- Accuracy
- Transparency
- Compliance and regulations
- Budget
- Team size
Let's practice!
MLOps Concepts
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