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PID training Strumenti e Opportunità per l'innovazione delle imprese

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Giovedì 02/10 2025, 15:00 - 18:00
Masterclass 1: Dalla Modellazione Dati alla Business Intelligence
Prof. Paolo Nesi

SLIDES: https://www.snap4city.org/download/video/PID-Training-Dati-BI-P-Nesi-v3b.pdf

  • Data Modeling, formats
  • Public/private data, real time data, Structured and non structured data
  • Data Privacy, GDPR, Data Spaces
  • Data Selection and caratterization: value type, value unit, data type
  • Smart Industrial Applications of data 
  • Data Visualization, Visual Analytics, Business Intelligence, Dashboards
  • Esercitazione on defining data models vs data representation
  • Test

Martedì 07/10 2025, 15:00 - 18:00
Masterclass 2: L'intelligenza artificiale e le imprese: conoscenza, consapevolezza, ma soprattutto come usarla.
Prof. Paolo Nesi, Gianni Pantaleo

SLIDES: https://www.snap4city.org/download/video/PID-Training-AI-Nesi-Pantaleo-v1-5b.pdf

  • Semantic and symbolic reasoning
  • From Statistics to ML and AI
  • Supervised and non supervised learning
  • From Natural Language Processing to Large Language Models
  • AI for predictions, anomaly detection, classification
  • Industrial applications: predictions, recommedation,
  • Esercitazione on LLM
  • Test

Giovedì 09/10 2025, 15:00 - 18:00
Masterclass 3:-- Internet delle cose, IoT, dai protocolli/formati, broker fino ai processi event driven
Prof. Paolo Nesi

SLIDES: https://www.snap4city.org/download/video/PID-Training-IoT-Event-Driven-P-Nesi-v4-1-annot.pdf

  • Architetture IoT/IoE, reti, formati e protocolli, pattern
  • Protocolli tipi IoT vs protocolli industriali
  • Interoperabilità, protocolli push e pull
  • Concetti di broker, gateway, adapter
  • JSON, JavaScript, Node-RED
  • Data Ingestion processing
  • Esercitazione on Node-RED JavaScript
  • Test
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PID training Strumenti e Opportunità per l'innovazione delle imprese | Snap4City

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