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Aaron 's Projects

bikerental- icon bikerental-

In Bike rental project, i have predicted bike rental demand of Bike sharing program based on historical usage patterns in relation with weather, time and other data. Using these Bike Sharing systems, people rent a bike from one location and return it to a different or same place on need basis. People can rent a bike through membership (mostly regular users) or on demand basis (mostly casual users). This process is controlled by a network of automated kiosk across the city.

churnred icon churnred

Customer churn means when a customer breaks his relationship with a company. Churn (loss of customers to competition) is a problem for companies because it is more expensive to acquire a new customer than to keep your existing one from leaving. The full cost of customer churn includes both lost revenue and the marketing costs involved with replacing those customers with new ones. So,Reducing customer churn is a key business goal of every business. This problem statement is targeted at enabling churn reduction using analytics concepts.

cv-tricks.com icon cv-tricks.com

Repository for all the tutorials and codes shared at cv-tricks.com

employee-absenteeism icon employee-absenteeism

The project employee absenteeism solves the problem of employee absenteeism at some extent by analysing the major reasons for absenteeism and also developing machine learning models in R and python to predict the future absenteeism and the loss the company will face

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