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 Watch Read Run Track Biology AI & stats Build Craft Depth Core Optional Time ≤15 ≤30 ≤60 Week This week Clear all

1/12 Read 60 min W14 Tuesday Biology

Modern Statistics for Modern Biology ch. 6 "Testing"

Modern Statistics for Modern Biology ch. 6 "Testing" (multiple testing, FDR) (60 min)

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In: LABLOOP-W14 Notebook

2/12 Watch 20 min W14 Tuesday Biology

StatQuest "False Discovery Rates, FDR, clearly explained" and "p-hacking: What it is and how to…

Tuesday · after Modern Statistics for Modern Biology ch. 6 "Testing"

StatQuest "False Discovery Rates, FDR, clearly explained" and "p-hacking: What it is and how to avoid it!" (YouTube, 20 min)

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In: LABLOOP-W14 Notebook

3/12 Watch 60 min W14 Thursday AI & stats

Stanford CS336 lecture on evaluation

Stanford CS336 lecture on evaluation (cs336.stanford.edu, videos on Stanford Online YouTube) (60 min); your week 7 notes on Zheng et al. 2023 judge biases (15 min)

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4/12 Read 30 min? W14 Saturday Sandbox optional

Gopen & Swan (1990), "The Science of Scientific Writing"

Saturday sandbox

Gopen & Swan (1990), "The Science of Scientific Writing", American Scientist 78:550-558. The best 9 pages ever written on why readers get lost

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5/12 Read 30 min? W14 Saturday Sandbox optional

Whitesides (2004), "Whitesides' Group: Writing a Paper"

Saturday sandbox · after Gopen & Swan (1990), "The Science of Scientific Writing"

Whitesides (2004), "Whitesides' Group: Writing a Paper", Advanced Materials 16(15):1375-1377. Outline-first writing from a legendary chemist

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6/12 Read 30 min? W14 Saturday Sandbox optional

Benjamini & Hochberg (1995), "Controlling the false discovery rate"

Saturday sandbox · after Whitesides (2004), "Whitesides' Group: Writing a Paper"

Benjamini & Hochberg (1995), "Controlling the false discovery rate", JRSS B 57(1):289-300 (abstract + procedure)

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7/12 Read 30 min? W14 Saturday Sandbox optional

Scientific Data "Data Descriptor" article guidelines

Saturday sandbox · after Benjamini & Hochberg (1995), "Controlling the false discovery rate"

Scientific Data "Data Descriptor" article guidelines (nature.com/sdata) — preview of the week 36 venue

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In: LABLOOP-W14 Notebook

8/12 Read 30 min? W14 Craft

Writing · Coursera Writing in the Sciences

Writing · Coursera Writing in the Sciences (Stanford), modules 1-2 (cutting clutter, active voice) — watch at 1.5x during Saturday buffer if needed

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9/12 Run 30 min W14 Build

statsmodels/statsmodels

statsmodels.stats.multitest.multipletests with fdr_bh on the journal comparison; report adjusted p-values

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10/12 Run 30 min W14 Build

UKGovernmentBEIS/inspect_ai

Implement the fuzzy-field judge as a scorer; log judge vs human agreement on 50 pairs

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11/12 Run 30 min W14 Build

EleutherAI/lm-evaluation-harness

Read how tasks define metrics and few-shot prompts; borrow the discipline, not the tool

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12/12 Run 30 min W14 Build

Future-House/paper-qa

Point it at your RELATED.md PDFs and ask "which of these papers report inter-annotator agreement?" to double-check your related-work claims (verify every answer by opening the paper)

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In: LABLOOP-W14 Notebook