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.
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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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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)
9/18
Watch
15 min?
W01
Saturday
Sandbox
optional
Khan Academy, Energy and enzymes → Activation energy
Saturday sandbox
· after OpenStax Biology 2e, ch. 3 "Biological Macromolecules"
Khan Academy, Energy and enzymes → Activation energy (article) — One article + the practice set. Moved out of core on 2026-09-29
In: LABLOOP-W01 Notebook
10/18
Watch
15 min?
W01
Saturday
Sandbox
optional
Crash Course Biology #3 · "Biological Molecules — You Are What You Eat"
Saturday sandbox
· after Khan Academy, Energy and enzymes → Activation energy
Crash Course Biology #3 · "Biological Molecules — You Are What You Eat" — youtube.com/watch?v=H8WJ2KENlK0. Moved out of core on 2026-09-29
In: LABLOOP-W01 Notebook
11/18
Watch
15 min?
W01
Saturday
Sandbox
optional
Khan Academy (MCAT) · "Enzymes and activation energy"
Saturday sandbox
· after Crash Course Biology #3 · "Biological Molecules — You Are What You Eat"
Khan Academy (MCAT) · "Enzymes and activation energy" — khanacademy.org/…/v/enzymes-and-activation-energy. Moved out of core on 2026-09-29
In: LABLOOP-W01 Notebook
12/18
Watch
15 min?
W01
Saturday
Sandbox
optional
LearnChemE · "Washout Derivation in CSTR Bioreactor (Bio)"
Saturday sandbox
· after Khan Academy (MCAT) · "Enzymes and activation energy"
LearnChemE · "Washout Derivation in CSTR Bioreactor (Bio)" — watch?v=L_bzv0bbU4M. The engineer's version of what happens when the feed stops — which is exactly Friday's injected fault
In: LABLOOP-W01 Notebook
13/18
Watch
15 min?
W01
Saturday
Sandbox
optional
MIT OCW 18.06 Linear Algebra
Saturday sandbox
· after LearnChemE · "Washout Derivation in CSTR Bioreactor (Bio)"
MIT OCW 18.06 Linear Algebra (Gilbert Strang), lectures 1-3 — ocw.mit.edu/courses/18-06-linear-algebra-spring-2010. Only if 3Blue1Brown leaves you wanting proofs
In: LABLOOP-W01 Notebook
14/18
Watch
15 min?
W01
Saturday
Sandbox
optional
NPTEL Bioreactors
Saturday sandbox
· after MIT OCW 18.06 Linear Algebra
NPTEL Bioreactors (Suraishkumar, IIT Madras), lecture 1 — nptel.ac.in/courses/102106053. A preview of week 09. (verify) course numbering
In: LABLOOP-W01 Notebook