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.
8 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)
Statistical Rethinking 2024, lectures 1-2 (YouTube, from github.com/rmcelreath/stat_rethinking_2024) or Murphy, Probabilistic Machine Learning: An Introduction, ch. 2 — probml.github.io/pml-book/book1.html (75 min). Pick Rethinking if you want stories; Murphy if you want equations
In: LABLOOP-W06 Notebook
Statistical Rethinking 2024 lectures 3-4 (YouTube, 75 min)
In: LABLOOP-W07 Notebook
Karpathy, "The spelled-out intro to neural networks and backpropagation: building micrograd" (YouTube, 2 h 25 min; watch the first 75 min Thursday, the rest Saturday while rewriting from memory)
In: LABLOOP-W08 Notebook
Karpathy, "The spelled-out intro to language modeling: building makemore" (YouTube, ~2 h; first 75 min Thursday)
In: LABLOOP-W09 Notebook
Brunton & Kutz, Data-Driven Science and Engineering (2nd ed.), ch. 7 on SINDy — databookuw.com (free PDF) (40 min) + Steve Brunton "Sparse Identification of Nonlinear Dynamics (SINDy)" (YouTube, 30 min)
In: LABLOOP-W12 Notebook
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)
In: LABLOOP-W14 Notebook
Hugging Face model card facebook/esm2_t33_650M_UR50D (10 min) + MIT 6.874 protein lecture second half (40 min); code block with ridge head
In: LABLOOP-W17 Notebook
Simon Peyton Jones, "How to write a great research paper" (YouTube, Microsoft Research, ~1 h) + NeurIPS Paper Checklist (neurips.cc, current year's author guidelines) (30 min)
In: LABLOOP-W18 Notebook