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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

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

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

fishermergellms

flashlearnchain

Small project to practice with Hugging Face models and the LangChain library implementing a flash cards generator AI powered

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

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

microorganism_search_engine

Images search engine scaled with Docker and AWS. Auxiliary tool for medical research.

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.

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.

tofall_ornot_tofall

TinyML project for analyzing accelerometer and gyroscope signals and classifying possible falls in real time using a microcontroller

tsp-dictionarylearning

volatility_in_the_cryptosphere

Bayesian analysis and forecasting of Bitcoin volatility and definition of GARCH and ARCH models through MCMC sampling.

webscrapingforplaces

# 3 Homework for the course in Algorithmic Methods for Data Mining (ADM) at La Sapienza university of Rome.