It Systems, Data And Applications 2025/2026

Il programma è diviso in due argomenti: Introduzione ai sistemi informativi e Machine learning. Ognuno di questi due argomenti è sviluppato in diverse lezioni, da due ore, come descritte sotto.
-Introduction to IT systems
IT systems
The internet + Communication and networks
Application Software
System Software
System Unit
Input and Output + Secondary storage
Privacy security and ethics
Information systems + Databases
System analysis and design
Programming and languages
-Machine Learning:
Introduction to ML: terminology
Accuracy Metrics & Comparing classifiers accuracy
Feature Selection
WEKA GUI: The explorer
WEKA GUI: The experimenter
Balancing
Cost sensitive classifier
The impact of balancing 1
The impact of balancing 2
The impact of feature selection 1
The impact of feature selection 2

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Fonte: GOMP