WEEK 25 · INSTRUMENT 2 TRIALKIT (FIELD MODULE)

Do one thing.
Then you are ahead.

Picture an agronomist with 40 spreadsheets from three seasons of field trials, each formatted by a different intern, and an investor asking "does your biological product actually increase yield, and by how much?". The honest answer requires a design (which plots got which treatment, in which block), a statistical model that respects that design, and an interval. Most startups answer with an average and a hopeful cha…

If you only do one thing this week: one published trial reproduced with an interval

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THE NEXT BLOCK

How long have you got?

10 min 25 min 50 min 90 min 12 of 12 cards still open in week 25 · 11 finished overall

4/13 Watch 15 min? W17 Saturday Sandbox optional

Yang, Wu & Arnold (2019), "Machine-learning-guided directed evolution for protein engineering"

Saturday sandbox

Yang, Wu & Arnold (2019), "Machine-learning-guided directed evolution for protein engineering", Nature Methods 16:687-694. The classic review; read it before week 21

Find it ↗ search

In: LABLOOP-W17 Notebook

↻ Something else See everything in week 25 →

By Sunday you should be able to say: “I can take a messy field trial and say the treatment effect with an interval that respects the design.”

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MOMENTUM

What you have actually done

Focus today0 min0 blocks on the timer

Last 7 days0 min0.0 hours measured, not estimated

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Cards finished11across the programme

This week0/12

Time on the timer, day by day last 14 days

2026-09-29 18:29 Finished: SciPy docs, scipy.integrate.solve_ivp
2026-09-29 17:44 Finished: LearnChemE (CU Boulder) · "Monod Cell Growth Example (Bio)"
2026-09-28 22:11 Finished: Crash Course Biology #3 · "Biological Molecules
2026-09-28 21:50 Finished: OpenStax Biology 2e
2026-09-25 11:16 Finished: OpenStax Biology 2e