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cake-gallery

crop_recommendations

A dataset found on Kaggle to predict which crop would be able to grow in a certain region given the various factors ranging from weather to soil composition.

customer-behaviour

This is a collection of models I created to solve a dataset task, if a customer will make purchases based on certain factors. The RandomForests model came surprisingly close to the neural network, though the neural network is a work in progress as its still learning with every run. The variables are rather small, but pleased with the results so far

django-inventory-management-system-work-in-progress-

A project tasked by a friend who needed an inventory system he could access from anywhere and at anytime.

epileptic-seizure-recognition

A UCI repository dataset about various recordings of people who had epileptic seizures and those who had brain tumors without any seizures

heart-attack-predictor-various-models-fitted

Using Linear and Logistical Regression models to determine the probability of someone dying from a heart attack with the given data

linear-regression-on-boston-housing-data

A start out attempt at predicting the effects of certain factors on the prices of housing in Boston.

marketing_analytics-with-various-models

parkinsons-predictive-model

Regression modeling was used to create a suitable model to predict if someone has Parkinson's based on pre-recorded voice data. The metrics was stored in an accessible data file. Citation: 'Exploiting Nonlinear Recurrence and Fractal Scaling Properties for Voice Disorder Detection', Little MA, McSharry PE, Roberts SJ, Costello DAE, Moroz IM. BioMedical Engineering OnLine 2007, 6:23 (26 June 2007)

pong-demo

first attempt at creating a game using TURTLE framework

red-wine-quality-prediction

Using various characteristics (like: density, alcohol level, citric acid, residual sugar) I have created 4 models to determine the quality of various wines on a scale of 3-8.