Daniele Tonini

Lecturer
AreaEconomics, Politics and Decision Sciences
Research domainsBusiness Data Analytics
Teaching domainsPredictive Analytics, Time Series Analysis, Multivariate Models, Big & Small Data, Data Analysis Process
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Daniele Tonini

Biography

Daniele Tonini is Academic Fellow at Università Bocconi (Decision Science Department since 2008) and a SDA Bocconi Lecturer (Economics, Politics and Decision Sciences Knowledge Area). He is also contract professor at Università dell'Insubria (since 2013) and Adjunct Professor at Franklin University Switzerland (since 2022). He teaches Statistics, Predictive Analytics for Data Driven Decision Making, Big Data and Databases, Market Research and Quantative Methods for Management.

Daniele is an expert advisor e educatior in the field of advanced analytics and of machine learning. During the last 15 years he projected and implemented predictive analysis systems, quality data management and dynamic reporting tools, mainly for customer intelligence, risk management e pricing. 

His main competences are design and implementation of complex analytics systems, advanced statistics analysis, machine learning, demand planning, time series forecasting, data modelling and management of data quality, data visualization, dynamic reporting tools, analytics project management and data scientist team management.

Daniele has achieved a degree in Economics from Università Bocconi.

Recent Publications

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  • 2025
    Applied Statistical Methods
    TRENTINI, F., D. TONINI, R. PICCARRETA - "Applied Statistical Methods" - 2025, Egea, Milano, Italy
  • 2024
    A Novel Supervised-Unsupervised Approach for Past-Due Prediction
    GABBI, G., D. TONINI, M. RUSSO, "A Novel Supervised-Unsupervised Approach for Past-Due Prediction", Risk Management Magazine Aifirm, 2024, vol. 19, no. 2, pp. 4-21
  • 2022
    Codeless Time Series Analysis with KNIME: A practical guide to implementing forecasting models for time series analysis applications
    WEISINGER, C., M. WIDMANN, D. TONINI - "Codeless Time Series Analysis with KNIME: A practical guide to implementing forecasting models for time series analysis applications" - 2022, Packt Publishing
  • 2020
    Le reti neurali, nascita, diffusione e funzionamento
    TONINI, D., F. TUSCOLANO, "Le reti neurali, nascita, diffusione e funzionamento" in Quando ai manager danno i numeri. Come prendere decisioni nell’era dei Big Data., L. Molteni, E. Borgonovo (Eds.), Egea, chap. 6, pp. 93-112, 2020
  • 2016
    Il valore dei dati nel manufacturing
    TONINI, D., "Il valore dei dati nel manufacturing", Economia & Management, 2016, no. 5, pp. 102-106
  • 2016
    How Italian companies are monitoring innovation
    ARCARI, A., A. PISTONI, E. MORETTO, P. OSSOLA, "How Italian companies are monitoring innovation", Management Control, 2016, no. 2, pp. 143-165
  • 2015
    L’impatto dei Big Data Analytics sulle decisioni manageriali. Stato dell’arte e prospettive in ambito europeo
    MOLTENI, L., D. TONINI, "L’impatto dei Big Data Analytics sulle decisioni manageriali. Stato dell’arte e prospettive in ambito europeo", Economia & Management, 2015, no. 1, pp. 13-18
  • 2012
    Nuove frontiere nelle ricerche di marketing: integrazione con i dati interni e i modelli di data mining
    TONINI, D., "Nuove frontiere nelle ricerche di marketing: integrazione con i dati interni e i modelli di data mining" in Ricerche di Marketing., L. Molteni, G. Troilo (Eds.), Egea, chap. 11, pp. 447-462, 2012

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Grants & Honors

  • Premio alla didattica - Undergraduate School, Università Commerciale Luigi Bocconi, 2018