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title: FIXME | ||
title: Learner profiles | ||
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This is a placeholder file. Please add content here. | ||
This course is aimed at graduate students, postdocs, and faculty interested in learning about single cell analysis in the Bioconductor ecosystem in R. Learners should have a solid basis in the following foundational areas: | ||
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* Molecular biology basics on concepts such as DNA sequencing, cell structure, and the central dogma of molecular biology | ||
* Statistics basics such as hypothesis tests, summary statistics, principal component analysis | ||
* R basics such as variable assignment, accessing object components, and looking up help documentation | ||
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The following online textbooks provide excellent coverage of these and related topics if you would like a refresher: | ||
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* *Molecular Biology of the Cell*, Alberts et al. | ||
* [Modern Statistics for Modern Biology](https://www.huber.embl.de/msmb/) | ||
* [R for Data Science (2e)](https://r4ds.hadley.nz/) | ||
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The following are *not* required: | ||
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* your own single-cell dataset (we use publicly available data) | ||
* access to high-performance computing environments (we use small demonstrative examples that are tractable on any reasonably modern laptop) | ||
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