Repository of data science portfolio.
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Machine Learning Fuel Consumption: a decision tree model to predict fuel consumption of vehicles. (https://github.com/Andre-Seiji/Data-Science-Portfolio/blob/main/Machine%20Learning%20Fuel%20Consumption/Decision_Tree_Fuel_Consumption_example.ipynb)
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Machine Learning Diabetes: a naive bayes model that classifies diabetes of a small and unbalanced database. (https://github.com/Andre-Seiji/Data-Science-Portfolio/blob/main/Machine%20Learning%20Diabetes/Naive_bayes_Diabetes.ipynb)
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Dogs and Cats Image Classification with Neural Network: using Multi-layer Perceptron classifier the model was trained to distinguish dogs from cats. (https://github.com/Andre-Seiji/Data-Science-Portfolio/blob/main/Dogs%20and%20Cats%20image%20classification/MLPClassifier_Dogs_and_Cats.ipynb)
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Flex Fuel Vehicle Analysis: analyzing the myth that Ethanol mileage is equal to 70% of Gasoline mileage in Flex Fuel Vehicles of brazilian domestic market. (https://github.com/Andre-Seiji/Data-Science-Portfolio/blob/main/Flex_Fuel_Vehicles_Analysis/FlexFuel_myth.ipynb)