Khan Academy · "Fermentation and anaerobic respiration"
Tuesday · B4 · Tuesday, first
Produce: One paragraph in notes/bio/B4.md: "what is a fermentation, really"
In: LABLOOP-W04 Notebook
455 CARDS · 41 WEEKS · EVERY SOURCE THE PLAN NAMES
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GitHub Docs, "Referencing and citing content" and "About CITATION files"; format spec at citatio…
Wednesday build block
This is the literal procedure for Friday's DOI badge. Read it once, follow it exactly
Read exactly: The Zenodo-integration steps and the minimal CITATION.cff fields
Produce: CITATION.cff in the repo root and a rendering DOI badge in the README
In: LABLOOP-W04 Notebook
StatQuest · "Machine Learning Fundamentals: Cross Validation"
Thursday · M4 · Thursday, first
Produce: The sentence "why random k-fold is wrong for batch data" in notes/ml/M4.md
In: LABLOOP-W04 Notebook
Kapoor S. & Narayanan A., "Leakage and the reproducibility crisis in machine-learning-based scie…
Thursday · M4 · after StatQuest · "Machine Learning Fundamentals: Cross Validation"
The single best paper on the exact mistake that would invalidate Paper 2. Cite it in week 08 and week 18
Read exactly: The taxonomy of eight leakage types; identify which one batch-wise CV prevents
Produce: One paragraph in the README's honest "Where it fails" section naming the leakage type you guarded against
In: LABLOOP-W04 Notebook