jararzaidi Goto Github PK

cs506-computational-tools-for-data-science

Repository for CS 506 / ENG 500 as taught by Mark Crovella - BU Computer Science

cs506-fall2021

Course repository for CS506

gitclass

gitclass2

modelingchurningcustomersr

Modeling & Predicting Churning Customers in R

predicting-customer-revenue-with-classification-machine-learning-algorithms-python-

Predicting Customer Revenue with Classification Machine Learning Algorithms (Python)

project-predicting-heart-disease-with-classification-machine-learning-algorithms

Predict whether a patient should be diagnosed with Heart Disease. Examine trends & correlations within our data. Determine which features are most important to Heart Disease diagnosis. We would like to deploy a Machine Learning algorithm where we can train our AI to learn & improve from experience. Thus, we would want to classify patients for Heart Disease.

project-predicting-the-perfect-ratio-of-red-wine-ingredients-with-regression-machine-learning-algor

Predict the perfect ratio of ingredients for red wine. This is a numerical discrete outcome. Explore with various Regression Models & see which yields greatest accuracy. Examine trends & correlations within our data. Determine which features are important in determing the quality of red wine. Note: Due to the fact that we are predicting a numerical discreet value, we will be training various Regression Models.

the-suicide-crisis-in-data

From growing up in the heart of Silicon Valley, I have always wondered what was the factors that play a role in Suicide. There have been a plethora of suicide clusters from my High School in Palo Alto. This project seeks to explore the underlying factors. We will use a sample of 44,000 gather data from 141 different Countries, between the 80's to 2016.