It is certainly an understatement that Artificial Intelligence (AI) has taken the world by storm, with breakthroughs appearing almost daily in the news. Indeed, the incredible progress in computer power, the availability of large amounts of data and the ability to process them (even if they are unstructured), coupled to a theoretical understanding of techniques such as machine learning, and, more generally, data mining, has allowed AI to advance at a frantic rate, including in science. Astronomy is no exception. The workshop will have two aims: present the current landscape of methods and applications in astronomy and prepare the next generations of astronomers to embark on these fields. We aim at having a few invited talks by prominent speakers to clearly set the scene. This will be complemented by a series of contributed talks in order to provide a clear panorama of the current use of AI in astronomy. We also expect to have many posters showing various applications of AI in astronomy. In addition, we will offer several 3h-long tutorials and hands-on sessions to allow the participants to dig directly into the techniques.