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Aditya Mohan's Projects

atm-gui icon atm-gui

GUI implemented for ATM machine using JavaFX and JDBC.

credit-delinquency icon credit-delinquency

A case study on whether a person would default on his bank loan or not. This case study makes predictions using three machine learning algorithms.

credit_card_customer_segmentation icon credit_card_customer_segmentation

Develop a customer segmentation to define market strategy. The sample dataset summarizes the usage behaviour of about 9000 active credit card holders during the last 6 months.

fiftyone icon fiftyone

The open-source tool for building high-quality datasets and computer vision models

image-captioning icon image-captioning

Image captioning is the task of generating a caption for an image. We explore new models and analyse their performances. We will be using Tensorflow in this project.

santander-customer-challenge icon santander-customer-challenge

At Santander our mission is to help people and businesses prosper. We are always looking for ways to help our customers understand their financial health and identify which products and services might help them achieve their monetary goals. Our data science team is continually challenging our machine learning algorithms, working with the global data science community to make sure we can more accurately identify new ways to solve our most common challenge, binary classification problems such as: is a customer satisfied? Will a customer buy this product? Can a customer pay this loan? In this challenge, we invite Kagglers to help us identify which customers will make a specific transaction in the future, irrespective of the amount of money transacted. The data provided for this competition has the same structure as the real data we have available to solve this problem.

taptap icon taptap

Port of the double tap on back of device feature from Android 12 to any Android 7.0+ device

telecom_churn_classification icon telecom_churn_classification

The goal of this study is to apply analytical techniques to predict a customer churn and analyse the churning and non-churning customers by using data from an internet connection company.

text-clasification-toi icon text-clasification-toi

Text classification of Times of India articles on HIV-AIDS since 2010 using neural networks and web scraping using BeautifulSoup.

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