Example machine learning implementation to predict the residual bending moment capacity of corroded reinforced concrete beams tested under monotonic three or four-point bending. Data is collected from 54 experimental programs available in the literature.

• UpdatedJun 28, 2024
• Python

Using K-means clustering, linear regression, and multivariate adaptive regression splines (MARS) models

• UpdatedMay 27, 2024
• R

Semiconductor Process Control (ECE6455-A) @ Georgia Institute of Technology, Atlanta, GA, USA

• UpdatedFeb 20, 2024
• Jupyter Notebook

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.

• UpdatedFeb 8, 2024