Target audience: Advanced
Estimated reading time: 7'
Newsletter: Geometric Learning in Python
In the realms of healthcare and IT monitoring, I encountered the challenge of managing multiple data points across various variables, features, or observations. Functional data analysis (FDA) is well-suited for addressing this issue.
This article explores how the Hilbert sphere can be used to conduct FDA in non-linear spaces.
What you will learn: Basic concepts of functional data analysis in non-linear spaces through the use of manifolds, along with a hands-on application of Hilbert space using Geomstats in Python.