455 CARDS · 41 WEEKS · EVERY SOURCE THE PLAN NAMES
Everything you could study, filtered .
Every video, chapter, paper and repository in the programme, as one card each, with the time it costs and why it is there. Filter by how long you have.
Type
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Read
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Track
Biology
AI & stats
Build
Craft
Depth
Core
Optional
Time
≤15
≤30
≤60
Week
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W00 · Cockpit and positioning W01 · A tank in 80 lines W02 · One hundred real batches W03 · Golden batch, with statistics W04 · L1: public and reproducible W05 · FermLit begins: the corpus W06 · The gold set (the most important … W07 · The extraction agent, measured W08 · GATE 8: technical report and L2 W09 · FermLit at scale W10 · Inter-annotator agreement and the… W11 · Dataset engineering and the repor… W12 · Endorsement route opens; hybrid m… W13 · GATE 13: FermLit v0.5 public, Pap… W14 · Write Paper 1 W15 · Review, revise, human read W16 · GATE 16: Paper 1 on bioRxiv (L3) W17 · Paper 2 experiments, complete W18 · Write Paper 2 W19 · Endorsement closed; review; site W20 · GATE 20: Paper 2 on arXiv, endors… W21 · Paper 3 scoped with a partner W22 · Baselines beaten honestly W23 · Extremophile focus W24 · GATE 24: co-authorship agreed W25 · Instrument 2 trialkit (field module) W26 · Instrument 2 (plate module) W27 · Loop Audit offer, built on papers W28 · GATE 28: first Loop Audit sold W29 · Audit delivery 1 W30 · Audit delivery 2; Paper 3 results W31 · Write Paper 3 W32 · GATE 32: Paper 3 preprint (L4 co-… W33 · Instrument 3 labdocs, part 1 W34 · labdocs, part 2 W35 · labdocs, part 3 W36 · GATE 36: journal + JOSS W37 · Pilot delivery or job process W38 · Talk delivered W39 · Fund package W40 · GATE 40: retro and decision
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6 cards shown.
Stashes: LABLOOP-W00 Notebook (15) LABLOOP-W01 Notebook (18) LABLOOP-W02 Notebook (15) LABLOOP-W03 Notebook (19) LABLOOP-W04 Notebook (17) LABLOOP-W05 Notebook (16) LABLOOP-W06 Notebook (12) LABLOOP-W07 Notebook (12) LABLOOP-W08 Notebook (15) LABLOOP-W09 Notebook (10) LABLOOP-W10 Notebook (11) LABLOOP-W11 Notebook (12) LABLOOP-W12 Notebook (12) LABLOOP-W13 Notebook (13) LABLOOP-W14 Notebook (12) LABLOOP-W15 Notebook (10) LABLOOP-W16 Notebook (14) LABLOOP-W17 Notebook (13) LABLOOP-W18 Notebook (10) LABLOOP-W19 Notebook (10) LABLOOP-W20 Notebook (10) LABLOOP-W21 Notebook (13) LABLOOP-W22 Notebook (10) LABLOOP-W23 Notebook (9) LABLOOP-W24 Notebook (9) LABLOOP-W25 Notebook (12) LABLOOP-W26 Notebook (11) LABLOOP-W27 Notebook (10) LABLOOP-W28 Notebook (6) LABLOOP-W29 Notebook (7) LABLOOP-W30 Notebook (10) LABLOOP-W31 Notebook (8) LABLOOP-W32 Notebook (5) LABLOOP-W33 Notebook (13) LABLOOP-W34 Notebook (12) LABLOOP-W35 Notebook (10) LABLOOP-W36 Notebook (8) LABLOOP-W37 Notebook (7) LABLOOP-W38 Notebook (6) LABLOOP-W39 Notebook (6) LABLOOP-W40 Notebook (6)
2/18
Read
30 min?
W01
Monday
Craft
SciPy docs, scipy.integrate.solve_ivp
Monday build block
· after LearnChemE (CU Boulder) · "Monod Cell Growth Example (Bio)"
Replace predator-prey with biomass-substrate and Monday's task is mostly done
Read exactly: The Examples section only, especially the Lotka-Volterra style system
Produce: The working ODE skeleton in batchlens/sim/monod.py
In: LABLOOP-W01 Notebook
3/18
Read
30 min?
W01
Tuesday
Craft
OpenStax Biology 2e, 6.5 Enzymes
Tuesday · B1
Enzyme + substrate is literally the shape of the Monod term S/(Ks+S) you code on Monday
Read exactly: Whole section, plus the chapter-6 review questions reachable from Ch. 6 Introduction if time allows
Produce: 5 questions at the end of notes/bio/B1.md; answer them yourself next week
In: LABLOOP-W01 Notebook
4/18
Read
30 min?
W01
Wednesday
Craft
eclipse-paho/paho.mqtt.python README
Wednesday build block
Wednesday's telemetry hop, nothing more
Read exactly: "Publish a single message" example
Produce: The publisher in the Wednesday artifact
In: LABLOOP-W01 Notebook
6/18
Read
30 min?
W01
Saturday
Sandbox
optional
SciPy documentation for scipy.integrate.solve_ivp (the solver you will use); read the "Examples"
Saturday sandbox
SciPy documentation for scipy.integrate.solve_ivp (the solver you will use); read the "Examples" section
In: LABLOOP-W01 Notebook
7/18
Read
30 min?
W01
Saturday
Sandbox
optional
Pioreactor project docs (pioreactor.com) — see a real, open-source mini bioreactor with optical…
Saturday sandbox
· after SciPy documentation for scipy.integrate.solve_ivp (the solver you will use); read the "Examples"
Pioreactor project docs (pioreactor.com) — see a real, open-source mini bioreactor with optical density and temperature sensors; it makes "online variables" tangible
In: LABLOOP-W01 Notebook
8/18
Read
30 min?
W01
Saturday
Sandbox
optional
OpenStax Biology 2e, ch. 3 "Biological Macromolecules"
Saturday sandbox
· after Pioreactor project docs (pioreactor.com) — see a real, open-source mini bioreactor with optical…
OpenStax Biology 2e, ch. 3 "Biological Macromolecules" — 3-introduction, start at 3.1 Synthesis of Biological Macromolecules — 3.1 and the protein section; skim carbohydrates and lipids; finish on Chapter Summary. Moved out of core on 2026-09-29
In: LABLOOP-W01 Notebook