Hi everyone We have a few places left in the upcoming 1-day seminar, Dimensionality Reduction with UMAP and Beyond <https://instats.org/seminar/linear-and-nonlinear-dimensionality-redu>, running February 27th with Dr. Nikolay Oskolkov, Senior Bioinformatician at Lund University. This hands-on workshop will guide you through classic linear methods like PCA as well as advanced nonlinear techniques including tSNE and UMAP, providing essential tools for simplifying high-dimensional, multivariate datasets. Designed for PhD students, academics, and professional researchers, you'll learn to apply these methods using R and Python through real-world examples and interactive exercises?enhancing your ability to uncover new insights and make complex data manageable across the natural, health, and social sciences. Sign up today <https://instats.org/seminar/linear-and-nonlinear-dimensionality-redu> to secure your spot, and feel free to share this opportunity with colleagues and students who might benefit! Best wishes Michael Zyphur Director Institute for Statistical and Data Science instats.org <http://instats.org> Follow Instats:?Bluesky <https://bsky.app/profile/instats.bsky.social>_Linkedin <https://linkedin.com/company/instats1>_Facebook <https://www.facebook.com/InstatsTraining/>
Online course: Dimensionality Reduction with UMAP and Beyond
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