Diya Rawat's Projects
A classification model to identify between human audio and AI generated audio
This interactive Microsoft Excel dashboard delivers powerful insights into bike buyer preferences, purchasing behaviors, and trends and demographic profile across diverse factors. Designed for accessibility, the dashboard enables users of all levels to filter, analyze, and visualize key metrics on demand.
Summer Analytics 2024 is a comprehensive, 6-week online primer course on Data Science and Machine Learning offered by the Consulting & Analytics Club at IIT Guwahati. It covers key topics including Python programming, machine learning algorithms, model tuning, tree-based algorithms, and neural networks, with no prerequisites required.
The Frog Leap Puzzle Game is a console-based Python implementation of a classic puzzle where two sets of frogs, one green and one brown, are placed on opposite sides of a river. The objective is to swap the positions of the green and brown frogs using specific movement rules until they are in the opposite arrangement.
This repository contains a movie recommendation system built using natural language processing techniques. The system suggests movies to users based on their preferences and past interactions.
Predict which Tweets are about real disasters and which ones are not
5-week long hackathon spanning across 4 tracks
This project recreates the insightful animated data visualization that Hans Rosling presented in his famous 2006 TED talk "The best stats you've ever seen." The animation debunked several misconceptions about global health by illustrating the evolution of life expectancy, fertility rate, and population across different world regions from 1960-2016.