Python

Published on
January 31, 2025
Spatial Statistical Modeling - Risk Modeling for Wildfire Incidence in Coconino County, AZ
SDS-program spatial-statistics risk-model R statistics python
An exploration in spatial statistical modeling of wildfire incidence, assessing risk in Coconino County of Northern Arizona
Published on
January 1, 2025
Machine Learning Optimization - Stochastic Descent, Variance Reduction Techniques, and the Bias-Variance Tradeoff
SDS-program machine-learning optimization gradient-descent variance-reduction stochastic-gradient-descent statistics python
A dive into techniques and statistical background in machine learning optimization, with focus upon stochastic gradient descent, variance reduction techniques, and the bias-variance tradeoff.
Published on
April 1, 2024
Blockbust-a Videoz Classifier (NLP Sentiment Classification)
SDS-program natural-language-processing machine-learning sentiment-classification python
Natural Language Processing Sentiment Classification, Movie Reviews