Machin Learning & Neural Networks. 1st International Workshop on Deep Learning: Methods and Applications, 27 ‒ 28 November 2018, University of Abderrahmane Mira of Bejaia. The First International Workshop on Deep Learning: Methods and Applications (IW_DLMA) is a two days (November 27th & 28th, 2018) that helps to spread knowledge and builds capacity in machine learning especially in Deep Learning and its applications. It aims to train students, scholars and enthusiasts on the basics of Deep Learning. The Workshop will cover the fundamentals, as well as the latest applications in field of Deep Learning, through carefully conceived and detailed tutorials. Faculté des Sciences Exactes, Université Abderrahmane MIRA Bejaia. Date: 27 et 28 Novembre 2018.