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Solving MLOps From First Principles - A Framework to Reduce Complexity

Solving MLOps From First Principles - A Framework to Reduce Complexity

MLOps World: Machine Learning in Production via YouTube Direct link

Assumptions about the PROBLEM

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Assumptions about the PROBLEM

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Solving MLOps From First Principles - A Framework to Reduce Complexity

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  1. 1 Intro
  2. 2 First principles thinking.
  3. 3 4 Stages of Grief
  4. 4 Assumptions about the PROBLEM
  5. 5 Assumptions about the SOLUTION
  6. 6 Define the problem parameters
  7. 7 Google the problem
  8. 8 Step 4: Evaluate solutions - Stress Test
  9. 9 Example: Data Versioning
  10. 10 The 5 step process

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