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455 CARDS · 41 WEEKS · EVERY SOURCE THE PLAN NAMES

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

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2/12 Read 30 min? W11 Monday Build

Wilkinson et al. (2016), "The FAIR Guiding Principles for scientific data management and steward…

Monday · after Hugging Face "Dataset Cards" documentation

Wilkinson et al. (2016), "The FAIR Guiding Principles for scientific data management and stewardship", Scientific Data 3:160018 (4 pages)

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In: LABLOOP-W11 Notebook

9/12 Run 30 min W11 Build

meta-pytorch/botorch

Tutorial closed_loop_botorch_only in Colab; replace the test function with your simulator's final titer as a function of 2 feed parameters

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In: LABLOOP-W11 Notebook

10/12 Run 30 min W11 Build

facebook/Ax

"Getting started" BO loop in 10 lines; the higher-level alternative if BoTorch feels heavy

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In: LABLOOP-W11 Notebook

11/12 Run 30 min W11 Build

biopython/biopython

Bio.Entrez to map 20 organism names to taxonomy IDs; cache results

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In: LABLOOP-W11 Notebook

12/12 Run 30 min W11 Build

huggingface/datasets (docs)

Create a private dataset repo, push a 100-row sample with a card; check the viewer renders

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In: LABLOOP-W11 Notebook

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