LABLOOP · THE DECK

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

6 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)

11/17 Run 30 min? W04 Saturday Sandbox optional

carpentries-lab/good-enough-practices

Saturday sandbox · after The Turing Way — book.the-turing-way.org, chapters on "Version control"

carpentries-lab/good-enough-practices — the hands-on lesson behind week 00's R3

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In: LABLOOP-W04 Notebook

12/17 Run 30 min? W04 Saturday Sandbox optional

Zenodo help

Saturday sandbox · after carpentries-lab/good-enough-practices

Zenodo help — versioning and GitHub integration, if the DOI badge misbehaves

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In: LABLOOP-W04 Notebook

14/17 Run 30 min W04 Build

intro-stat-learning/ISLP_labs

Colab: Ch05-resample-lab.ipynb; then rewrite one cell using GroupKFold with batch as the group

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In: LABLOOP-W04 Notebook

15/17 Run 30 min W04 Build

scikit-learn/scikit-learn

User guide "Cross-validation: evaluating estimator performance", section on group-wise splitters; run the visualization example "Visualizing cross-validation behavior"

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In: LABLOOP-W04 Notebook

16/17 Run 30 min W04 Build

google-research/tuning_playbook

Read only the section on evaluation and "incremental tuning"; one page of habits you will reuse in weeks 8 and 17

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In: LABLOOP-W04 Notebook

17/17 Run 30 min W04 Build

drivendataorg/cookiecutter-data-science

Compare your Makefile with its conventions; add make report FAKE=1

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In: LABLOOP-W04 Notebook

⏱ Focus Focus25:00 0 min today