The Modern ML Stack
Choosing tools by system responsibility
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Chapter assignment
Assemble a minimal ML stack for one project. Explain what handles tracking, serving, monitoring, data quality, and experiment review.
What to do now
- Map each tool to a responsibility.
- Avoid duplicate tools for the same job.
- Name the first tool you would remove under time pressure.
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