455 CARDS · 41 WEEKS · EVERY SOURCE THE PLAN NAMES
Everything you couldfiltered .
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
Any week
W00 · Cockpit and positioning W01 · A tank in 80 lines W02 · One hundred real batches W03 · Golden batch, with statistics W04 · L1: public and reproducible W05 · FermLit begins: the corpus W06 · The gold set (the most important … W07 · The extraction agent, measured W08 · GATE 8: technical report and L2 W09 · FermLit at scale W10 · Inter-annotator agreement and the… W11 · Dataset engineering and the repor… W12 · Endorsement route opens; hybrid m… W13 · GATE 13: FermLit v0.5 public, Pap… W14 · Write Paper 1 W15 · Review, revise, human read W16 · GATE 16: Paper 1 on bioRxiv (L3) W17 · Paper 2 experiments, complete W18 · Write Paper 2 W19 · Endorsement closed; review; site W20 · GATE 20: Paper 2 on arXiv, endors… W21 · Paper 3 scoped with a partner W22 · Baselines beaten honestly W23 · Extremophile focus W24 · GATE 24: co-authorship agreed W25 · Instrument 2 trialkit (field module) W26 · Instrument 2 (plate module) W27 · Loop Audit offer, built on papers W28 · GATE 28: first Loop Audit sold W29 · Audit delivery 1 W30 · Audit delivery 2; Paper 3 results W31 · Write Paper 3 W32 · GATE 32: Paper 3 preprint (L4 co-… W33 · Instrument 3 labdocs, part 1 W34 · labdocs, part 2 W35 · labdocs, part 3 W36 · GATE 36: journal + JOSS W37 · Pilot delivery or job process W38 · Talk delivered W39 · Fund package W40 · GATE 40: retro and decision
Clear all
5 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)
14/20
Run
30 min?
W03
Saturday
Sandbox
optional
Nomikos P. & MacGregor J.F., "Multivariate SPC Charts for Monitoring Batch Processes", Technomet…
Saturday sandbox
· after Stanford Online · Statistical Learning with Python
Nomikos P. & MacGregor J.F., "Multivariate SPC Charts for Monitoring Batch Processes", Technometrics 37(1):41-59, 1995. DOI 10.1080/00401706.1995.10485888 · author PDF mirror: three-mode.leidenuniv.nl/pdf/n/nomikosmacgregor1995tmet.pdf. The founding paper of batch MSPC — abstract and figures are enough. Cite it in week 08's report
In: LABLOOP-W03 Notebook
16/20
Run
30 min?
W03
Saturday
Sandbox
optional
salvadorgarciamunoz/pyphi
Saturday sandbox
· after Kourti T. & MacGregor J.F., "Process analysis, monitoring and diagnosis, using multivariate proj…
salvadorgarciamunoz/pyphi — a pharma practitioner's PCA/PLS with T² and SPE. Niche, but written by someone who does this for a living
In: LABLOOP-W03 Notebook
18/20
Run
30 min
W03
Build
intro-stat-learning/ISLP_labs
Colab: Ch02-statlearn-lab.ipynb, then Ch03-linreg-lab.ipynb; redo the regression on two IndPenSim variables
In: LABLOOP-W03 Notebook
19/20
Run
30 min
W03
Build
erdogant/pca
Its README shows Hotelling T² and SPE outlier detection on top of PCA; run the example, then compare its limits with yours (never ship its numbers without understanding them)
In: LABLOOP-W03 Notebook
20/20
Run
30 min
W03
Build
statsmodels/statsmodels
Fit an OLS on two variables and read the summary table line by line with ISLP ch. 3 open
In: LABLOOP-W03 Notebook