Daniele Tonini
Economics, Politics and Decision Sciences
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.
Teaching domains
Predictive Analytics
Time Series Analysis
Multivariate Models
Big & Small Data
Data Analysis Process
Latest publications
A Novel Supervised-Unsupervised Approach for Past-Due Prediction
Risk Management Magazine Aifirm, 2024, vol.19, no. 02, pp.4-21
Codeless Time Series Analysis with KNIME: A practical guide to implementing forecasting models for time series analysis applications
Packt Publishing, , 2022
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
How Italian companies are monitoring innovation
Management Control, 2016, no. 2, pp.143-165
Il valore dei dati nel manufacturing
Economia & Management, 2016, no. 5, pp.102-106
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
Grants & Honors
Excellence in Teaching - Undergraduate School - Università Commerciale Luigi Bocconi
, 2018