Hi everyone

Instats is excited to offer a 2-day seminar, Single-Cell Analysis with 
Bioconductor 
<https://instats.org/seminar/single-cell-analysis-with-bioconductor>, running 
livestreaming September 5 – 19 and led by Director of Computational Biology 
from Harvard Medical School, professor Ludwig Geistlinger. Single-cell analysis 
has transformed molecular and computational biology by revealing cellular 
heterogeneity at unprecedented resolution, and this intensive workshop equips 
PhD students, postdocs, academics, and industry researchers with the analytical 
toolkit to harness that power. You’ll take a deep dive into the entire 
scRNA-seq workflow in R and Bioconductor, mastering data preprocessing, quality 
control, dimensionality reduction, clustering, cell-type identification, 
differential expression for multi-sample designs, visualization, and best 
practices for working with large datasets. Hands-on sessions, guided by Dr 
Geistlinger’s expertise, will also cover seamless interoperability with Seurat 
and Scanpy/scverse and integration of public reference data such as the Human 
Cell Atlas—ensuring you leave ready to design, analyze, and interpret your own 
single-cell experiments and uncover novel biological insights.

Sign up today 
<https://instats.org/seminar/single-cell-analysis-with-bioconductor> to secure 
your spot, and feel free to share this opportunity with colleagues and students 
who might benefit!


Best wishes

Michael Zyphur
Professor and Director
Institute for Statistical and Data Science
https://instats.org
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