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quakePredictionThesis
quakePredictionThesis PublicMaster’s thesis on multi-parametric deep learning for short-term earthquake prediction at Mount Etna, integrating seismic, geophysical, and gas emission data.
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cloudComputing
cloudComputing PublicEnd-to-end data pipeline on Google Cloud and Databricks: data ingestion, storage, querying with BigQuery, Spark analysis, ML with Spark MLlib, and visualization with Looker Studio. Demonstrates ful…
Jupyter Notebook
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airbnb_BigData
airbnb_BigData PublicAirbnb Sicily analysis: data cleaning with Tableau Prep, visualization with Tableau Desktop to guide profitable property investments on a limited budget.
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Dengue_fever
Dengue_fever PublicEpidemiological data analysis and predictive modeling of Dengue outbreaks in Latin America (2020–2024) using statistical and SEIR models.
Jupyter Notebook
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deepFake_detection
deepFake_detection PublicA collection of projects exploring DeepFake detection using pretrained neural networks with fine-tuning and SVM classification on Fourier-transformed features.
Jupyter Notebook
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objectClassication
objectClassication PublicImage classification project using PyTorch and ResNet-18, trained on 8 custom classes. Includes data preprocessing, training with augmentations, evaluation on test set, and Grad-CAM visualizations …
Jupyter Notebook
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