Patrick's repositories
AL-the-Trader
Algorithmic stock trader
Toronto-Neighborhood-Visualization-for-Potential-Movers
Visualization of Toronto Neighborhoods based on venue type, age demographic, income groups, household size, and unit size.
Activity-Monitoring-Dataset---Exploratory-Data-Analysis-Project
Peer Assessment 1 for Reproducible Research
advanced_snake
Modified version of the classic Snake game.
DeepTriage_Implementation_Project
Implementation of paper "Deeptriage: Exploring the Effectiveness of Deep Learning for Bug Triaging" for Ryerson University, DS8008 Natural Language Processing W2022 Course as part of the Ryerson Data Science Master's (MSc) program.
Electric-Power-Consumption-EDA-Project---Plotting
Plotting Assignment 1 for Exploratory Data Analysis
Fitness-Tracker
Personal fitness & health tracker using variety of data sources: Fitbit API, eMoods, measurements
HCC_detection_RL
Implementation of reinforcement learning techniques to detect hepatocellular carcinoma with extension to MDPs and Deep Q Learning.
NLP_Classification-Consumer_Complaints
Implementation of SVM, XGBoost, Bi-LSTM, and BERT NLP models on the Consumer Complaints dataset via Kaggle.
Interactive-Shiny-Scatter-Plot
Interactive Scatter Plot through Shiny App using Iris data
Multiclass_Classification-News_Articles
Implementation of various multi-class classification models on the BBC News dataset via Kaggle.
Predictive-Text-Application---Natural-Language-Processing
Natural Language Processing - Course Project for the Coursera/John Hopkins Data Science Specialization Capstone course.
TTC-Delay-Analysis
Exploratory Analysis of the TTC Delay data from the City of Toronto data portal, cross-examined with historical weather data and TTC ridership statistics.
UCI-Human-Activity-Recognition---Data-Gathering-Cleaning-Project
Course Project for Getting & Cleaning Data - Data Science Specialization (Coursera)