Enrico Grimaldi's repositories
fMRIanalysis
# 2 & # 3 homeworks in "Statistical Methods for Data Science" course at La Sapienza University of Rome: analysis of fMRI scans for sick vs non-sick brains
Volatility_in_the_Cryptosphere
Bayesian analysis and forecasting of Bitcoin volatility and definition of GARCH and ARCH models through MCMC sampling.
FlashLearnChain
Small project to practice with Hugging Face models and the LangChain library implementing a flash cards generator AI powered
Microorganism_Search_Engine
Images search engine scaled with Docker and AWS. Auxiliary tool for medical research.
BankAccountsClustering
# 4 Homework for the course in Algorithmic Methods for Data Mining (ADM) at La Sapienza university of Rome.
Bayes_vs_fertility
Small project to test Bayesian analysis tools for studying determinants of fertility for adult males
CosmicSplines
Implementation of Regression Splines from scratch to predict the cosmic microwave background (CMB) angular power spectrum
ExaplainNET
Implementing algorithms based on the analysis of the gradients in NN computational graphs to provide nice insights for Explainable AI
Product-sentiment-analysis
Analysis of customer ratings and comments for a set of products and constructing a Language Model which can classify a customer's comments as negative or positive.
ToFall_orNot_toFall
TinyML project for analyzing accelerometer and gyroscope signals and classifying possible falls in real time using a microcontroller
CalibratingNET
Empirical dimonstration of the Miscalibartion phenomenon for NN, analysis of possible causes and solutions implementation.
ConjugateAnalysisHW
Homework for the course Statistical Methods for Data Science @ La Sapienza University of Rome a.y. 2022/23
FraudulentTransactions
The project involves analyzing transactions and classifying them into fraudulent and non-fraudulent through Machine Learning techniques.
GoogleJobsManagement
Find and implement the optimal algorithm for dispatching and scheduling of tasks in a Google cluster with single dispatcher server.
HACKATON-LHC-alert-detection
Hackathon on accelerometer data from CERN for anomaly detection
HackerrankPython
# 1 Homework for the course in Algorithmic Methods for Data Mining (ADM) at La Sapienza university of Rome
InstagramProfiles-Posts
# 2 Homework for the course in Algorithmic Methods for Data Mining (ADM) at La Sapienza university of Rome
Jellyfish-vs-FatTree
Project aimed to simulate two different Data Center topoligies and compare their perfomances in a controlled environment
MarvelUniverseNetworks
# 5 Homework for the course in Algorithmic Methods for Data Mining (ADM) at La Sapienza university of Rome
TextData_Mining_ML
Textual data manipulation projects with applications of advanced data mining techniques: recommendation systems, information retrieval systems, search engines, latent sentiment analysis, pagerank, PCA.
WebScrapingForPlaces
# 3 Homework for the course in Algorithmic Methods for Data Mining (ADM) at La Sapienza university of Rome.