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adrien50's Projects

bigmartsales icon bigmartsales

The goal of this data science project is to build a predictive model and find out the sales of each product at a given Big Mart store.

churnbanking icon churnbanking

In this machine learning churn project, we implement a churn prediction model in python using ensemble techniques.

creditcarddetection icon creditcarddetection

In this data science project, we will predict the credit card fraud in the transactional dataset using some of the predictive models.

earthquake-damage-pridiction icon earthquake-damage-pridiction

In this project, We're trying to predict the ordinal variable damage_grade, which represents a level of damage to the building that was hit by the earthquake.

home-loancredit-risk icon home-loancredit-risk

Develop a model which will ensure that clients capable of repayment are not rejected and that loans are given with a principal, maturity, and repayment calendar that will empower their clients to be successful.

humanactivityrecognition icon humanactivityrecognition

In this deep learning project, you will build a classification system where to precisely identify human fitness activities.

loanprediction icon loanprediction

This data science project in python predicts if a loan should be given to an applicant or not. We predict if the customer is eligible for loan based on several factors like credit score and past history.

retail-price-optimization icon retail-price-optimization

In this machine learning pricing project, we implement a retail price optimization algorithm using regression trees. This is one of the first steps to building a dynamic pricing model.

telecom-churn icon telecom-churn

Machine Learning Project in Python- Predict the customer churn of telecom sector and find out the key drivers that lead to churn

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