Book lab 14

Building Your ML Machine

Local, cloud, and hybrid compute choices

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Chapter assignment

Estimate your GPU usage pattern and decide between buying, renting, or hybrid compute. Write a break-even logic for your case.

What to do now

  1. Estimate weekly GPU hours.
  2. Separate experimentation from production serving.
  3. Write the threshold where renting stops making sense.

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Use the beta flow to connect infrastructure choices with learning goals.