McHugh
Monday build block · Read it inside Monday's build block
Build-block reading · McHugh (2012) kappa paper (carry over from week 6), results interpretation table
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In: LABLOOP-W10 Notebook
WEEK 11 · DATASET ENGINEERING AND THE REPORTING FINDING
Do one thing.
Then you are ahead.
Anyone who has merged two companies' ERP systems knows the pain: one reports revenue in thousands, the other in units; one calls a customer "Bioceres S.A.", the other "BIOCERES". Data engineering is 80% of a merger and 80% of a dataset. This week FermLit gets its merger treatment: units normalised (g/L vs mg/L), organism names mapped to NCBI taxonomy IDs (so "Y. lipolytica" and "Yarrowia lipolytica Po1f" become the …
If you only do one thing this week: normalized dataset export
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THE NEXT BLOCK
How long have you got?
By Sunday you should be able to say: “I can explain why kLa limits scale-up, and I can show a dataset card that answers a stranger's questions before they ask.”
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MOMENTUM
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2026-09-29 18:29Finished: SciPy docs, scipy.integrate.solve_ivp2026-09-29 17:44Finished: LearnChemE (CU Boulder) · "Monod Cell Growth Example (Bio)"2026-09-28 22:11Finished: Crash Course Biology #3 · "Biological Molecules2026-09-28 21:50Finished: OpenStax Biology 2e2026-09-25 11:16Finished: OpenStax Biology 2e