AvishParmar/Big-Data-Analytics-Final-Project

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AvishParmar/Big-Data-Analytics-Final-Project

AvishParmar

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Big Data Analytics Final Project: Used BERT to conduct sentiment analysis on tweets related to the Russia-Ukraine war to gauge the impact the war has had beyond the conflict zone. The motivation of the project was to address the UN Sustainable Development Goal of Peace, Justice, and Strong Institutions.

Elevator-Simulator

Radio-frequency-identification-RFID

Versatile-Decision-Making-System

Media-Player

Media player program is a reconstruction of typical mp3 players which allows for construction and management of playlists and the ability to play the .wmz files present in the project folder.

Sentence-Representation-Models

This assignment involved the implementation of a Deep Averaging Network (DAN) and Gated Recurrent Units Model (GRU) for sentence representation.

Top-5-Lister-App

Word-Representation-Model

This assignment involved the implementation of a Skip Gram Model for word representation.

Information-Distortion-Project

Created the baseline experiment of the project using BERT

Shapes

This program implements the different characteristics of different shapes and includes testing cases for each.

Top5-Lister-App

The Top 5 Lister App allows you to create, retrieve, edit, and delete top 5 lists. This app can help you keep track of your TO-DOs, your favorite movies, or anything you can put into a list!

Language-Model-Generation

This assignment involved the implementation of a pre-trained DistilBERT model, a BERT based language model, to predict the sentiment of a given movie review.

Jupyter Notebook

Snake-Game-Simulator

This program simulates a game of snake in which a script of instructions if provided to the program which is then executed as long as certain conditions are met.

Email-System

This program demonstrates a simplified design of the larger emailing system. It replicates an email system like Google Mail or Yahoo which allows the user to draft emails and create folders which allow the emails to be organized according to their content.