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Fernando Diaz's Projects

courses icon courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

credit-card-fraud icon credit-card-fraud

The datasets contains transactions made by credit cards in September 2013 by European cardholders. This dataset present transactions that occurred in two days, where we have 492 frauds out of 284,807 transactions. The dataset is highly unbalanced, the positive class (frauds) account for 0.172% of all transactions.

data-telco-customer-churn icon data-telco-customer-churn

This dataset provides information about customers of a telecommunications company and whether they churned (i.e., discontinued their services) or not. Churn is a critical business metric for telecom companies, as retaining customers is generally more cost-effective than acquiring new ones.

loan-approval-prediction icon loan-approval-prediction

The loan approval dataset is a collection of financial records and associated information used to determine the eligibility of individuals or organizations for obtaining loans from a lending institution. It includes various factors such as cibil score, income, employment status, loan term, loan amount, assets value, and loan status.

prototype-day-2021 icon prototype-day-2021

Queremos encontrar territorios óptimos de distribución de nuestros productos, donde cada zona o territorio será un día especifico de entrega que concentrará toda la capacidad logística disponible, provocando una reducción de kilómetros recorridos, mejorando los tiempos de entrega y potencializando los niveles de servicio.

scanalytics icon scanalytics

Python implementation to solve Vehicle Routing problem & Master Production Scheduling in Supply Chain Analytics & Design.

spaceship-titanic icon spaceship-titanic

This is a similar case as the Titanic Disaste but we need to identify which of the people have been rescued from this spaceship

titanic-disaster icon titanic-disaster

Titanic - Machine Learning from Disaster: use machine learning to create a model that predicts which passengers survived the Titanic shipwreck.

tsp-examples icon tsp-examples

Repository with examples of how to solve a tsp with pso, aco, ga and integer programming

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