Skills

Text Mining on web data

• Content analysis of web pages, blogs, tweets, social networks and reviews
• Sentiment Analysis and Web Reputation: how a phenomenon, an entity, a service or a product is perceived on the web
• Profiling of user behaviour

Collection, processing and delivery of data

• Structure and socio-demographic and economic profiling of the territories
• Catering, hospitality, art and culture, leisure

Skills

Business Intelligence and Decision Support Systems

• Design and implementation of Geo-Data Warehouse
• Development and publication of geo-statistical indicators on the web
• Multidimensional navigation, reports and dashboards also with maps
• Interactive data exploration (Visual Analytics and Graph Data Browsing)
• Data Analytics: forecasting and clustering
• Social Network Analysis, Data Mining and Graph Mining to discover hidden relationships

Contenuti del corso

• Introduzione a Pentaho Data Integration: installazione e architettura
• Panoramica sulle tipologie di oggetti base disponibili per trasformazioni e job
• Lettura e manipolazione di dati provenienti da fonti eterogenee
• Creazione di trasformazioni e job per processi di ETL
• Analisi dei risultati dell’esecuzione, performance, gestione degli errori e log

Contenuti del corso