LABLOOP · THE DECK

455 CARDS · 41 WEEKS · EVERY SOURCE THE PLAN NAMES

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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

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1/10 Read 75 min W19 Tuesday Biology

scanpy "Preprocessing and clustering 3k PBMCs" tutorial

scanpy "Preprocessing and clustering 3k PBMCs" tutorial (scanpy.readthedocs.io, tutorials section) (75 min, run it)

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In: LABLOOP-W19 Notebook

3/10 Read 30 min? W19 Saturday Sandbox optional

Single-cell best practices

Saturday sandbox

Single-cell best practices (Heumos et al., theislab) — sc-best-practices.org, introduction and quality-control chapters

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In: LABLOOP-W19 Notebook

5/10 Read 30 min? W19 Saturday Sandbox optional

Cumming (2014), "The new statistics: why and how"

Saturday sandbox · after MIT 6.874 single-cell lecture

Cumming (2014), "The new statistics: why and how", Psychological Science 25(1):7-29 — the case for estimation and intervals over p-values

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In: LABLOOP-W19 Notebook

6/10 Read 30 min? W19 Saturday Sandbox optional

Chip Huyen, ML Interviews Book

Saturday sandbox · after Cumming (2014), "The new statistics: why and how"

Chip Huyen, ML Interviews Book — huyenchip.com/ml-interviews-book (free) — chapters on the interview process, for the applications you send this week

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In: LABLOOP-W19 Notebook

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