Machine Learning methods have several prominent successes in various areas of science research in recent times, leading to an outlook that these methods will become significantly important research tools. This meeting aims to bring together researchers the areas of machine learning and natural sciences for discussions and brainstorming. The meeting will consist of two keynote talks, short invited talks by scientists who are working in the area of ML applied to natural sciences and two tutorial style talks by experts in artificial intelligence and machine learning. The organizing committee is pleased to invite researchers working/planning to work in the interface of machine learning and physics, chemistry & biology.