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adsds

Page of the course "Algorithms and Data Structures (for Data Science)" at Department of Computer Science, University of Pisa

business-process-modeling

Project of the Busisness Process Modelling exam (Data Science & Business Informatics @ UniPI)

distributed-data-analysis-and-mining

The aim of this project was apply classical data mining algorithms to Big Data using Hadoop (Spark).

fma_datamining2

Project repository for the Data Mining Andavced course in University of Pisa - AY 2020 - 2021. The Free Music Archive (FMA) is an open and easily accessible dataset suitable for evaluating several tasks in MIR, a field concerned with browsing, searching, and organizing large music collections. The project is divided in five principal modules, all having the main objective to find if a track is an Hit or Not-Hit: 1- Introduction, Imbalanced Learning and Anomaly Detection 2- Advanced Classification Methods 3- Time Series Analysis 4- Sequential Patterns and Advanced Clustering 5- Explainability

ibm_attrition_datamining1

lds-unipi

Project for Laboratory of Data science course at University of Pisa - master degree in Data Science and Business Informatics

socialnetworkanalysis_unipi_21-22

textanalytics_unipi_2021-22

Project for text analytics exam - UniPi