Lucamanfredi

azure_databricks

Bank-Customers-Segmentation

Clustered bank's clients data using K-Means to launch targeted marketing campaigns tailored for their specific needs and behaviors.

dbt_test

Neural-Network-with-Pytorch---Regression-and-Classifications

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.

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

Lucamanfredi/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.

Lucamanfredi/azure_databricks

Lucamanfredi/Bank-Customers-Segmentation

Clustered bank's clients data using K-Means to launch targeted marketing campaigns tailored for their specific needs and behaviors.

Lucamanfredi/dbt_test

Lucamanfredi/Neural-Network-with-Pytorch---Regression-and-Classifications

Lucamanfredi/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