[R-sig-genetics] Dimension Reduction for Complex Datasets - livestream seminar
Michael Zyphur
mzyphur @end|ng |rom |n@t@t@@org
Tue Aug 6 09:58:24 CEST 2024
Hi everyone
Instats is offering a new 1-day workshop on Dimension Reduction Methods for
Complex Datasets
<https://instats.org/seminar/dimension-reduction-methods-for-life-sciences-2494>
by professor Nikolay Oskolkov from Lund University, running August 12. This
seminar provides a comprehensive overview of dimension reduction techniques
in R (and Python) for high-dimensional biological and other forms of
disease related data, focusing on their practical applications.
Participants will gain theoretical knowledge and practical experience in
linear and nonlinear methods such as tSNE and UMAP -- unlike PCA and factor
analysis, these methods allow for nonlinear solutions. By the conclusion of
the seminar, participants will understand the theoretical and practical
foundations of these methods, with a wealth of examples that can be rapidly
applied for their own research problems.
Sign up today
<https://instats.org/seminar/dimension-reduction-methods-for-life-sciences-2494>
to secure your spot in this exciting workshop and learn the intricacies of
data reduction for complex datasets using the most popular techniques
available today.
Best wishes
Michael Zyphur
Director
Institute for Statistical and Data Science
*instats.org* <http://instats.org>
<http://instats.org>
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