Vanessa Trujillo's repositories
health-insurance-regression-analysis
By Constructing a regression model without interactions for data obtained from a health insurance company- information from its subscribers who had made claims resulting from ischemic (coronary) heart disease- we are able to predict the total costs of services provided. This project helps interpret the data through appropriate scatter plots (such as plots of the response against the various explanatory variables), summary statistics, and the output from the regression analysis.
analyzing-home-data
R program to analyze and calculate statistical values given a dataset of home prices that include information about the number of baths, bedrooms, year, square-feet, taxes, and other features. Learn more:
Lightweight-LLM-Fine-Tuning
using something called Low Rank Adaptation (LoRA) to teach a GPT-2 model to figure out if the poems are positive, negative, no impact, or mixed setiments.
MAPredict
Visualizations showing the status of air pollution within the US statewide. Our time series visualizations are dependent on elements that form air-particles/compounds. This interactive map allows users to adjust a slide-bar throughout a range of 0 to 1, representing the percentages of intensity.
anova-tables
Using data from the Professional Bowlers Association we analyze a dataset that includes the following bowlers from their list of 15 women bowlers: Stephanie Nation, Amanda Fagan, and Shannon O’Keefe. The dataset consist of 3 columns, Bowler, GameNum, Score.
circuit-calculator
The circuit calculator is a simple program that allows users to find the correct resistance, current, and voltage that they may need dependent on other variables given. Just plug your values in and get your results! :smiley:
covid-helpline
Helping spread communication about novel virus Covid-19 via FREE text messages for everyone.
energy-consumption-analysis
Deep analysis: House Hold Energy Power Consumption analysis of a french home. Learn more:
vipics
Visualizing and Interacting with Paths In Configuration Spaces. Learn more:
Custom-Chatbot
Wikipedia based chatbot using OpenAI
Generative-AI
Code Examples for Gen AI
Lightweight-Fine-Tuning-A-Foundation-Model
This GitHub project focuses on the application of a lightweight fine-tuning technique to enhance a foundational machine learning model.
ML_powerData
ML project
personal-website
Personalized fork of Dev Portfolio Personal Website to reflect my skills and accomplishments and showcase my resume to potential employers.
popular-baby-name-analysis
This project is an analysiation of popular baby names of 2011-2016 for New York Births done in python.
soup-scrape
web scraping websites using beautiful soup
standard-normal-distribution
Standard Normal Distribution Calculations with R: quartile calculations using random samples of different sizes from the standard normal distribution
vector-manipulation
This project consists of basic vector arithmetic and other applications. The vector that is to be manipulated is generated through R sequencing.