In this report, we explore the Expectation-Maximization (EM) algorithm for Gaussian Mixture Models (GMMs) and its implementation in Python using various libraries. We start…
A demonstration of Information Extraction (IE) applied to online real estate listings to retrieve missing feature values from textual descriptions.
Text mining techniques applied to employer reviews from Glassdoor.com with the aim of predicting the star ratings awarded to various employers.
FaceRunner is a program written in Python for face detection and mask overlays possible through existing images or streaming live through a webcam.
A project where the effect of speed limits and the weather conditions on road accidents in New York City was studied extensively.
Determining whether the weather (i.e. rain and snow) influences the length of the taxi trips in the city of Chicago.
Using deep learning, and neural networks, to identify COVID-19 and viral pneumonia from the x-ray scans of patients.
Modelling COVID-19 using a SIR model (Suscepitble, Infectious, Recovered/Removed) commonly implemented for epidemiological studies.