Nicola Zomer's Projects
NN architectures for ModelNet40 3D classification with Voxels and PointCloud approaches
Collection of modern tools and machine learning techniques for data analysis and application in some exercises.
Course on advanced machine learning techniques applied to real world problem within the human data domain
Bayesian thinking and Information Theory
Speech command recognition using the Speech Commands dataset by Google
Regulation of simulated traffic of the German city of Koln with parallel computing with Dask
Repo for the lessons and the exercises of the course Laboratory of Computational Physics, mod. A (data analysis with Python), year 21-22
Machine Learning course assignments, year 21-22
Code, docker files and databases of the course Laboratory of Big Data Analytics, A.Y. 2021-2022.
Weekly projects of the course Management and Analysis of Physics Dataset, mod. A (hands-on programming laboratory of FPGA, VHDL hardware description language), year 21-22
Explaining microbial scaling laws using Bayesian inference
Implementation of a Multinomial Naive Bayes classifier in R for the classification of social media posts as fake news
My personal repository
My personal website
Basic concepts and advanced techniques in modeling living systems
Exercises in R of the course Advanced Statistics for Physics Analysis and projects related to the course Statistical Mechanics of Complex Systems, A.Y. 2021/2022.
Implementation on FPGA of a distortion effect in sound waves called "Overdrive" or "Clipping" as a final project of the couse Management and Analysis of Physics Dataset (mod.A).
Data analysis of a set of simulated binary black holes, with the aim of understanding the differences between the evolution via common envelope and the evolution via stable mass transfer.
Computer vision and cognitive systems: concepts, methods, and technologies
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent