WEEK 30 · AUDIT DELIVERY 2; PAPER 3 RESULTS

Do one thing.
Then you are ahead.

Two deliveries meet this week, and they rhyme. For the client, you close the audit with a readout and an anonymised case study (with permission). For the partner, you open the envelope: the wet-lab results for your candidates, analysed exactly as pre-registered in week 24. Small numbers of samples need special care: with three replicates, one outlier can create or destroy a "finding". Think of a restaurant with thre…

If you only do one thing this week: the pre-registered analysis run

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THE NEXT BLOCK

How long have you got?

10 min 25 min 50 min 90 min 10 of 10 cards still open in week 30 · 11 finished overall

1/5 Read 30 min? W32 Saturday Sandbox optional

Andrew Ng, How to Build Your Career in AI

Saturday sandbox

Andrew Ng, How to Build Your Career in AI (free eBook from DeepLearning.AI; verify availability) — chapters on job search and portfolio

Find it ↗ search

In: LABLOOP-W32 Notebook

↻ Something else See everything in week 30 →

By Sunday you should be able to say: “I can show whether my predictions held in a real lab, with every replicate visible, and I delivered a client readout the same week.”

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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

Streak0days in a row

Cards finished11across the programme

This week0/10

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