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Ajith Vernekar's Projects

air-quality-prediction icon air-quality-prediction

This repository contains a regression model for air quality prediction using a multiple linear regression algorithm in R. The model is built using the air quality dataset, which includes hourly responses from a gas multisensor device deployed in an Italian city.

casino-blackjack-app icon casino-blackjack-app

Casino Blackjack App is a Python-based application that allows users to play the popular casino game of Blackjack. Experience the excitement of placing bets, making strategic decisions, and playing against a computerised dealer.

insights-of-airbnb-ireland icon insights-of-airbnb-ireland

This repository houses the Tableau files for the Airbnb Dashboard Analysis project. The project utilizes Tableau to create an interactive dashboard that offers insights into various aspects of Airbnb listings, including pricing trends, property types, geographic distribution, and guest reviews.

recommender-system-e-commerce icon recommender-system-e-commerce

This repository contains a recommendation model for content-based, collaborative filtering and hybrid model approaches. It also exhibits popularity model for new-users to address cold-start problem. It evaluates the model using metrics like coverage, diversity and novelty

term-deposit-prediction icon term-deposit-prediction

Predicting whether the customer will subscribe to Term Deposits through Machine Learning Algorithms by R.

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