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algorithms_data_structures

Some exercises I've done in order to practice my algorithms and data structure skills.

binary-bert

This is a simple tutorial for using a binary BERT model by the HuggingFace library

datawarehouse-sql-olap-mdx-sales-data

This project was done at the University of Pisa in collaboration with my colleagues Federica Guiducci and Valentina Olivotto under supervision of professors Anna Monreale and Roberto Pellungrini. It is a Data Warehousing project featuring the use of Analytic SQL and various other tools such as Visual Studio in MS Azure, Microstrategy and Power BI..

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google-interview-prep-se-cv

All you need in order to prepare for a Machine Learning Software Engineer NLP/CV interview at Google

graph-social-network-analysis

A short explorative analysis of the NetworkX library in Python on MovieGalaxies dataset.

hadoop-apachespark-clustering-classification-dimensionality-reduction

This is the project done in collaboration with my colleagues Roberta Pappolla and Lorenzo Ferri. The scope of the project was a simulation of a machine learning/data science project on a big dataset. Thus, a cluster computing framework was used: Hadoop/Apache Spark.

keras

Would like to change the fit function so that it deletes broken files instead of raising an UnidentifiedImageError

labelmeyoloconverter

Convert LabelMe Annotation Tool JSON format to YOLO text file format

object-detection-classification-cnn-coco

Project done at the Politechnic University of Madrid together with my colleagues Anamarija Eres and Dominik Kos.

sensor-data-time-series-classification-forecasting-clustering-anomaly-detection-explainability

In this repository you may find data and code used for a machine learning project in sensor data done in collaboration with my colleagues Lorenzo Ferri and Roberta Pappolla at the University of Pisa.

white_space_coding_challenge

Here you may find my solutions to the two problems adapted from the coding challenge by the White Space Solutions. The solutions feature MST algorithm for graphs and constraint programming using the cp_sat solver.

yolov5-microplasticos

Using YOLOv5 to detect and classify microplastics fragments from images