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Mateos-Aparicio's Projects

forecasting_retail_sales_pa icon forecasting_retail_sales_pa

Helping our cousin from La Mancha to make stimations in the sales of iberian ham the next months. Applying feature engineer we help our SVM and Random Forest models to make the best predictions we can.

glassdoor-salary-prediction icon glassdoor-salary-prediction

In this Machine Learning problem our task is to predict the average salary of a Data Science related job based on the data from Glassdoor.com and study the main factors of the highest paid jobs.

hits_recipe icon hits_recipe

The idea was to create a ML model able to identify if a song in the radio was going to be #1 and then ask the model which are the values for the diferents parameter it determined to be the optimal. With the list of those values we now know how we create hits. Final project for master's programm in Data Science & Big Data at MIOTI.

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