WEEK 11 · DATASET ENGINEERING AND THE REPORTING FINDING
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 …
THE NEXT BLOCK
Saturday sandbox · after Rives et al. (2021), "Biological structure and function emerge from scaling unsupervised learnin…
DeepMind, "AlphaFold: The making of a scientific breakthrough" (YouTube, 8 min) — the emotional context of protein AI
In: LABLOOP-W16 Notebook
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.”
MOMENTUM
2026-09-29 18:29 Finished: SciPy docs, scipy.integrate.solve_ivp2026-09-29 17:44 Finished: LearnChemE (CU Boulder) · "Monod Cell Growth Example (Bio)"2026-09-28 22:11 Finished: Crash Course Biology #3 · "Biological Molecules2026-09-28 21:50 Finished: OpenStax Biology 2e2026-09-25 11:16 Finished: OpenStax Biology 2e