Abhijit Banerjee's repositories
AlgerianForestFires
Predict the cause of fire in the forest using different Regression Models
CreditCardFraudDetection
Building a Machine Learning model that is capable of detecting fraudulent transactions
Healthcare_SyntacticProcessing
‘BeHealthy’ has a web platform that allows doctors to list their services and manage patient interactions and provides services for patients such as booking interactions with doctors and ordering medicines online. Here, doctors can easily organize appointments, track past medical records and provide e-prescriptions
Gesture_Recognition_NN
As a data scientist at a home electronics company which manufactures state of the art smart televisions. We want to develop a cool feature in the smart-TV that can recognize five different gestures performed by the user which will help users control the TV without using a remote.
MelanomaDetectionAssignment_CNN
To build a CNN based model which can accurately detect melanoma. Melanoma is a type of cancer that can be deadly if not detected early. It accounts for 75% of skin cancer deaths. A solution that can evaluate images and alert dermatologists about the presence of melanoma has the potential to reduce a lot of manual effort needed in diagnosis
TelecomChurnGroupCaseStudy
ML Model to predict churn for a lending telecom operator in South East Asia
HousePricePrediction_AdvancedRegression
A US-based housing company named Surprise Housing has decided to enter the Australian market. The company uses data analytics to purchase houses at a price below their actual values and flip them on at a higher price.
BoomBikes_LinearRegression
BoomBikes aspires to understand the demand for shared bikes among the people after this ongoing quarantine situation ends across the nation due to Covid-19 and have planned to prepare themselves according to the people's needs. They want to understand the factors on which the demand for these shared bikes depends.
LendingClubCaseStudy_EDA
Lending Club is a marketplace for personal loans that matches borrowers who are seeking a loan with investors looking to lend money and make a return where a company/bank given loan to a application based in their profile