michaelarman Goto Github PK

academic_site_workshop

Part of the Academic Website Workshop

accents

trying to classify audio accents using deep learning. The model still needs some work which I'll come back to.

agewell-project

basketball-analysis

bayesian_a-b_testing

The intuitiveness of the Bayesian A/B testing should make it more ubiquitous in the data realm

beginner-car-visualization-project

This is a standard beginner data mining project.

bookdown-minimal

An absolutely minimal bookdown example

canada-post-challenge

A data science challenge with Canada Post mock data. The analysis includes exploratory data analysis and time series forecasting.

carleton-ravens-basketball-analysis

I am currently working with the Carleton Ravens Basketball teams as an analyst. I am using Synergy Sports Software to gather data and will be trying several statistical methods, both descriptive and predictive analytics.

data-mining-final-project

This was a group project for Carleton's Data Mining Course done on Cleveland Heart Disease Data

deeprl-banana-navigation

deeprl-continuous-control

deeprl-tennis

disaster-response-app

A Disaster Response webapp that leverages the use of ETL & ML pipelines. It analyzes disaster data from Figure Eight to build a model for an API that classifies disaster messages.

face_age_prediction

Using fastai, created an image classification model to classify and predict the age by looking at an image of someone's face

folium

Python Data. Leaflet.js Maps.

forecasting-of-sales-transactions

This was a data challenge from a company that consisted of time series forecasting.

gta_housing

Pipeline to obtain Greater Toronto Area housing data, preprocesses, and perform time series forecasting. Also, updates a dash webapp which is hosted on heroku

gymbot

This was a bot I created to book gym time slots during the pandemic

hello-world

Just trying this out

masters-project-carleton-mens-basketball-analysis

The purpose of this research project is to find meaningful insights about Canadian Men's University Basketball using analytics. The seasons that will be focused on are the regular seasons from 2015 to 2019 of the men's U Sports teams for the Ontario University Athletics (OUA) Division. A lot of Web Scraping was done for this project and can be seen in the folder.

mcc-codes

A public repository of Merchant Category Codes (MCC) in formats easier to read than most places (i.e. not a PDF)

michaelarman.github.io

data science portfolio

opencv

Open Source Computer Vision Library

poem_generation

A repo to test out text generation methods (e.g. LSTM, VAE, etc.) and different transformers.

pyblp

BLP Demand Estimation with Python

python-data-scrape

steganalysis-research-project

This is a Research project on Steganalysis. Steganalysis is the study of detecting messages hidden using steganography; this is analogous to cryptanalysis applied to cryptography.

streamlit-webapp-template

A simple demo of the streamlit framework for making easy webapps without any HTML, CSS or Javascript

thesisdown

An updated R Markdown thesis template using the bookdown package