455 CARDS · 41 WEEKS · EVERY SOURCE THE PLAN NAMES
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.
11 cards shown. 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)
Monday build block · Read it inside Monday's build block
Build-block reading · Hugging Face "Dataset Cards" documentation (huggingface.co/docs/hub/datasets-cards)
In: LABLOOP-W11 Notebook
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)
In: LABLOOP-W11 Notebook
Agnihotri & Batra (2020), "Exploring Bayesian Optimization", Distill — distill.pub/2020/bayesian-optimization (30 min, interactive; start here); then Frazier (2018), "A Tutorial on Bayesian Optimization", arXiv:1807.02811, sections 1-4 (45 min)
In: LABLOOP-W11 Notebook
Saturday sandbox
Shields et al. (2021), "Bayesian reaction optimization as a tool for chemical synthesis", Nature 590:89-96 — BO beating expert chemists, the self-driving-lab argument
In: LABLOOP-W11 Notebook
Saturday sandbox · after Shields et al. (2021), "Bayesian reaction optimization as a tool for chemical synthesis"
Coursera Research Data Management and Sharing (UNC/Edinburgh), module on metadata
In: LABLOOP-W11 Notebook
Saturday sandbox · after Coursera Research Data Management and Sharing
NCBI Taxonomy and E-utilities documentation (ncbi.nlm.nih.gov/books/NBK25501) for the name-to-ID mapping
In: LABLOOP-W11 Notebook
Saturday sandbox · after NCBI Taxonomy and E-utilities documentation
Brunton "Bayesian optimization" lecture (search in his channel; verify)
In: LABLOOP-W11 Notebook
Tutorial closed_loop_botorch_only in Colab; replace the test function with your simulator's final titer as a function of 2 feed parameters
In: LABLOOP-W11 Notebook
"Getting started" BO loop in 10 lines; the higher-level alternative if BoTorch feels heavy
In: LABLOOP-W11 Notebook
Bio.Entrez to map 20 organism names to taxonomy IDs; cache results
In: LABLOOP-W11 Notebook
Create a private dataset repo, push a 100-row sample with a card; check the viewer renders
In: LABLOOP-W11 Notebook