Neural Networks
Contains colvolutional and artificial neural networks (CNN and ANN, respectively) created for research, coursework, and practice. These include:
Portfolio
Earthquake, Mall Shopping, and Comic Book Store Customer Clustering Analysis
This GitHub repository is the clustering algorithms i have completed for research, interest, and coursework, including:
2015 Gorkha, Nepal Earthquake Amplification and Signal Processing
This repository contains signal processing and ground motion amplification calculations conducted after the devastating M7.8 2015 Gorkha Nepal earthquake. Because Nepal sits in a basin, there was significant amplification of ground motions. Click here to view this repository.
Discount Cash Flow Model with Web Scraping from Yahoo Finance
This repository contains a Monte Carlo discounted cash flow model (DCFM) to estimate fair market value of a security. The code also has a web scraper to retreive financial statement data from Yahoo Finance. The DCFM also will output a distribution of prices that are deemed fair based on the model and the current risk free rate of return. Click here to view this repository.
Finite Difference scheme for Electric Potentials
A Repository of a finite difference scheme to solve laplace’s equation using the relaxation method to determine the electric potential of an object. Click here to see this repository.
Bankloan Default Classifier
A Repository of a random forest and gradient boosted decision trees to predict whether a customer at a bank taking out a loan will default on the loan or not. Click here to see this repository.
Coronary Heart Disease (CHD) Classifier
A Repository of several neural networks and a logistic regression to predict whether a patient will develop CHD within the next 10 years or not. Click here to see this repository.
House Price Predictions_Excel_MLS data
Contains an Excel file with data gathered from the MLS database of home and condo lease and purchase prices in Toronto. This file looks at price increases with different number of features. A pivot table was created and the data was plotted then fit using a linear function and a second order polynomial function.
Shipping and order queries
Contains an SQL file created in w3schools.com SQL database of shipping and order information. The queries were simple joins and group by commands to access different database information.