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

1/18 Watch 6 min W01 Monday Craft

LearnChemE (CU Boulder) · "Monod Cell Growth Example (Bio)"

Monday build block · Monday, before coding

Produce: A hand-sketched growth curve taped next to the screen

Open ↗

In: LABLOOP-W01 Notebook

2/15 Watch 13 min W02 Tuesday Craft

Crash Course Biology #7 · "ATP & Respiration"

Tuesday · B2 · Tuesday, first

Produce: Three lines in notes/bio/B2.md: why DO falls when biomass grows

Open ↗

In: LABLOOP-W02 Notebook

6/20 Watch 7 min W03 Thursday Craft

StatQuest · "Machine Learning Fundamentals: Bias and Variance"

Thursday · M3 · after 3Blue1Brown · "Eigenvectors and eigenvalues" · Thursday, after V4

Produce: The bias-variance sentence in notes/ml/M3.md

Open ↗

In: LABLOOP-W03 Notebook

7/20 Watch 13 min W03 Thursday Craft

StatQuest · "Linear Regression, Clearly Explained!!!"

Thursday · M3 · after StatQuest · "Machine Learning Fundamentals: Bias and Variance" · Thursday, after V2

Produce: One regression fitted on two IndPenSim variables and read aloud: slope, intercept, what it means

Open ↗

In: LABLOOP-W03 Notebook

1/17 Watch 10 min W04 Tuesday Craft

Khan Academy · "Fermentation and anaerobic respiration"

Tuesday · B4 · Tuesday, first

Produce: One paragraph in notes/bio/B4.md: "what is a fermentation, really"

Open ↗

In: LABLOOP-W04 Notebook

3/17 Watch 6 min W04 Thursday Craft

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

Open ↗

In: LABLOOP-W04 Notebook

3/16 Watch 13 min W05 Tuesday Biology

Crash Course Biology #11 "DNA, Hot Pockets, & The Longest Word Ever"

Tuesday · after OpenStax Biology 2e

Crash Course Biology #11 "DNA, Hot Pockets, & The Longest Word Ever" (YouTube, 13 min)

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In: LABLOOP-W05 Notebook

3/12 Watch 15 min W07 Tuesday Biology

Khan Academy "Steady states and the Michaelis Menten equation"

Tuesday · after MIT OCW 7.016 lectures on protein structure and enzymes

Khan Academy "Steady states and the Michaelis Menten equation" (MCAT section) (15 min)

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In: LABLOOP-W07 Notebook

3/12 Read 15 min W12 Tuesday Biology

ICH Q8(R2)

Tuesday · after FDA

ICH Q8(R2) sections 1-2 (ich.org) (15 min). Write the glossary

Open ↗

In: LABLOOP-W12 Notebook

8/13 Watch 15 min? W17 Craft

StatQuest "Ridge vs Lasso Regression, Visualized!!!"

StatQuest "Ridge vs Lasso Regression, Visualized!!!" (YouTube) for the head you fit

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In: LABLOOP-W17 Notebook

7/13 Read 15 min W21 Craft

Uri Alon (2009), "How to choose a good scientific problem"

Uri Alon (2009), "How to choose a good scientific problem" (third reading; this time fill his feasibility/interest chart for Paper 3) (15 min)

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In: LABLOOP-W21 Notebook

8/13 Watch 15 min? W21 Craft

iBiology, "Uri Alon: How to Choose a Good Scientific Problem"

iBiology, "Uri Alon: How to Choose a Good Scientific Problem" (verify; talk version)

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In: LABLOOP-W21 Notebook

6/10 Watch 15 min? W22 Craft

StatQuest "Spearman's Rank Correlation" if needed

StatQuest "Spearman's Rank Correlation" if needed (search; verify) and "Bootstrapping Main Ideas" (carry over)

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In: LABLOOP-W22 Notebook

5/9 Watch 15 min W23 Craft

Khan Academy / Crash Course refresh on protein folding and denaturation ("why heat unfolds prote…

Khan Academy / Crash Course refresh on protein folding and denaturation ("why heat unfolds proteins") (15 min)

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In: LABLOOP-W23 Notebook

1/10 Read 15 min W30 Tuesday Biology

Ho et al. (2019), "Moving beyond P values: data analysis with estimation graphics"

Ho et al. (2019), "Moving beyond P values: data analysis with estimation graphics", Nature Methods 16:565-566 (15 min)

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In: LABLOOP-W30 Notebook

3/10 Watch 15 min? W30 Tuesday Biology

StatQuest "Statistical Power"

Tuesday · after Cumming (2014) "The new statistics"

StatQuest "Statistical Power" (carry over)

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In: LABLOOP-W30 Notebook

1/12 Watch 15 min W34 Tuesday Biology

Lewis et al. (2020), "Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks"

Lewis et al. (2020), "Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks", NeurIPS, abstract + figure 1 (15 min)

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In: LABLOOP-W34 Notebook

4/6 Watch 15 min? W38 Craft

Simon Peyton Jones, "How to give a great research talk"

Simon Peyton Jones, "How to give a great research talk" (Microsoft Research, YouTube)

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In: LABLOOP-W38 Notebook