This bookconstitutes revised selected papers from the First International Workshop onMachine
Learning Optimization and Big Data MOD 2015 held in Taormina Sicily Italy in July
2015.The 32papers presented in this volume were carefully reviewed and selected from
73submissions. They deal with the algorithms methods and theories relevant indata science
optimization and machine learning.