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asheesh1202's Projects

ad-click-prediction icon ad-click-prediction

Given an online ad, this application uses SVM, Naive Bayes, and Logistic Regression to predict whether the ad will be clicked by a user or not. The application works on Apache Spark and is designed to work on a large distributed dataset on a cluster.

banking-faq-bot icon banking-faq-bot

This is retrieval based Chatbot based on FAQs found at a banking website.

predict-ad-clicks icon predict-ad-clicks

A Logistic Regression model has been developed to predict whether or not a particular internet user clicked on an Advertisement on a company website based off the features of that user. Based upon which, company will decide whether to concentrate more on their website development or the Mobile App development.

recoprod icon recoprod

Content based Recommender System which implements sentiment analysis(Naive Bayes,SVMs) on Amazon product reviews. Built in Python(Beautiful Soup,SciPy,NumPy,matplotlib),Java and RapidMiner

valhalla icon valhalla

Open Source Routing Engine for OpenStreetMap

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