Deep Learning : Sign Language Action Detection

Deep Learning : Sign Language Action Detection

Apr 15, 2020
Here we explore, a variety of techniques using deep learning for sign language recognition.In this paper, we proposed a novel approach of converting videos to a 2-d image of optical flow and run a neural network classifier for dynamic gesture recognition.
Machine Learning: Click Through Rate Analysis

Machine Learning: Click Through Rate Analysis

Aug 10, 2019
The goal of this analysis to develop a working scalable predictive model that helps advertising technologies programmatically determine who to show a specific ad, with the goal of maximizing clicks.
Machine Learning: Forest Cover Type Prediction

Machine Learning: Forest Cover Type Prediction

Apr 13, 2019
Can we predict the type of tree cover given cartographic data such as elevation, hydrologic, sunlight and soil data? This project attempts to predict the predominant type of tree in sections of wooded areas.
Causal Experiment : Effect of Donation on the Stage of a Project

Causal Experiment : Effect of Donation on the Stage of a Project

Dec 9, 2018
Research question - Does people's intent to give to charity increase as a project moves through its lifecycle? Given a fixed dolar amount to distribute between 3 similar aid projects, our expectations are that those projects closer to completion will get a greater assignment of money.
Modeling in Statistics - Factors Impacting Crime Rate

Modeling in Statistics - Factors Impacting Crime Rate

Nov 30, 2018
Examine the relationship between various factors and crime rate, in order to determine whether related policy changes could be effective in lowering crime rates.
Correlation vs Causation Observational Study Analysis

Correlation vs Causation Observational Study Analysis

Sep 10, 2018
Does drinking tea reduces non-CV mortality by 24 percent? What all confounding factors we tend to overlook during observational case study?