Luca's repositories
Predicing-companies-bankruptcy
Analyzed 64 financial ratios of 6 thousand companies that went bankrupt and built a Logistic Regression classification model to predict bankruptcy. Feature selection is performed with Simulated Annealing to extract the optimal subset of features that maximizes Accuracy rate.
Language:HTML000
Bank-Customers-Segmentation
Clustered bank's clients data using K-Means to launch targeted marketing campaigns tailored for their specific needs and behaviors.
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Predict-Pneumonia-X-Ray-Images
Applied convolutional neural network to x-ray images to predict types of pneumonia. Categories are: Healthy, Covid-19, Viral pneumonia, Bacterial pneumonia
Language:Jupyter Notebook000