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yashgoyal24's Projects

money-transfer-dapp icon money-transfer-dapp

A Decentralised Application where users of this application can transfer money from one account to another.

movie-recommendation-system icon movie-recommendation-system

This is a movie recommendation system built using the association rule mining techniques. The system is able to recommend movies given a customer profile. i.e. what set of movies a customer has watched in the past. The set can contain any non-zero number of movies. The final scores were computed using the metric "Precision@k". For a given customer profile, four best movies, i.e. k=4, will be recommended.

nucypher icon nucypher

A decentralized threshold cryptography network offering interfaces and runtimes for secrets management and dynamic access control.

quiz-game icon quiz-game

Basic Quiz Game created using Swing which is a GUI widget toolkit for Java

used-car-price-prediction icon used-car-price-prediction

In this project, Machine Learning is used to predict the price of a used car. The project involves the use of various Regression models like Linear Regression, Ridge Regression, Random Forest, Gradient Boost, Ada Boost, Elastic Net and Neural Network (Multi-Layer Perceptron Network). Car price prediction on the data set has been done by using all the above mentioned techniques to find out the best model among them. The models have been evaluated based on metrics like RMSE score and R2 score since the task of predicting the price value of car, which is a numerical value, is a regression task.

web-scraper icon web-scraper

Web Scraper using Scrapy was build which is a Python framework for large scale web scraping.Data of mobile phones was scraped from Flipkart and a comparsion between 2 chosen mobile phones was shown.For the Graphical User Interface ( GUI) , Tkinter was used which is a standard Python interface to the Tk GUI toolkit shipped with Python

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