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

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)

9/20 Read 30 min? W03 Saturday Sandbox optional

Nomikos & MacGregor (1995), "Multivariate SPC charts for monitoring batch processes"

Saturday sandbox · after ISLP

Nomikos & MacGregor (1995), "Multivariate SPC charts for monitoring batch processes", Technometrics 37(1):41-59 — the founding paper of batch MSPC. Read abstract + figures

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In: LABLOOP-W03 Notebook

10/20 Read 30 min? W03 Saturday Sandbox optional

Kourti & MacGregor (1995), "Process analysis, monitoring and diagnosis, using multivariate proje…

Saturday sandbox · after Nomikos & MacGregor (1995), "Multivariate SPC charts for monitoring batch processes"

Kourti & MacGregor (1995), "Process analysis, monitoring and diagnosis, using multivariate projection methods", Chemometrics and Intelligent Laboratory Systems 28:3-21 (verify)

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In: LABLOOP-W03 Notebook

12/20 Read 30 min? W03 Saturday Sandbox optional

James, Witten, Hastie, Tibshirani & Taylor, An Introduction to Statistical Learning with Applica…

Saturday sandbox · after Crash Course Statistics

James, Witten, Hastie, Tibshirani & Taylor, An Introduction to Statistical Learning with Applications in Python — free PDF at statlearning.com — Ch. 2 (whole) and 3.1-3.3 only. Moved out of core on 2026-09-29

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In: LABLOOP-W03 Notebook

15/20 Read 30 min? W03 Saturday Sandbox optional

Kourti T. & MacGregor J.F., "Process analysis, monitoring and diagnosis, using multivariate proj…

Saturday sandbox · after Nomikos P. & MacGregor J.F., "Multivariate SPC Charts for Monitoring Batch Processes", Technomet…

Kourti T. & MacGregor J.F., "Process analysis, monitoring and diagnosis, using multivariate projection methods", Chemometrics and Intelligent Laboratory Systems 28:3-21, 1995. (verify)

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In: LABLOOP-W03 Notebook

17/20 Read 30 min? W03 Saturday Sandbox optional

Coursera Introduction to Statistics

Saturday sandbox · after salvadorgarciamunoz/pyphi

Coursera Introduction to Statistics (Stanford, Walther), regression module — coursera.org/learn/stanford-statistics, free audit. Only if ISLP ch. 3 feels steep

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In: LABLOOP-W03 Notebook

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