Introduction to Statistical Learning with Application in R[This repo converts the lab solutions and exercise in python]

Functional Data Analysis Group

R package crs (Categorical Regression Splines)

In this tutorial I've covered the main ideas of the use of regressions splines and compared them.

Houses a series of projects I worked on for a course in Data Mining that I took in my Ph.D. Data Science program at UTEP in the Fall of 2022. Covers areas such as Regularized Logistic Regression, Optimization, Kernel Methods, PageRank, Kernel PCA, Association Rule Mining, Anomaly Detection, Parametric/Nonparametric Nonlinear Regression, etc.