University assignments

This repository aims to be a coding portfolio consisting of all the university assignments I worked on during my master's degree in Physics of Data at the University of Padua.

Courses

- Advanced Statistics for Physics Analysis

• final project | Learning the topology of a Bayesian network from a database of cases using the K2 algorithm

- Computer Vision

• final project | Parking lot occupancy detection using YOLOv5

- Human Data Analytics

• final project | Small-footprint keyword spotting

- Laboratory of Computational Physics (Module A)

• final project | Implementation and optimization of the mean-timer technique in drift tube detectors

- Laboratory of Computational Physics (Module B)

• final project | HAVOK and reservoir computing for chaotic dynamics forecasting

- Machine Learning

- Management and Analysis of Physics Dataset (Module A)

• final project | Design and implementation of a reconfigurable FIR filter in FPGA

- Management and Analysis of Physics Dataset (Module B)

• final project | Streaming processing of cosmic rays using drift tube detectors

- Neural Networks and Deep Learning

• final project | Image style transfer using deep learning

---

Physics of Data
University of Padua