This webinar will introduce basic concepts of neural networks and provide a survey of advanced deep learning methods & tools, and how you can leverage this for your work. The focus will be on building an intuitive understanding of deep learning for materials science, rather than discussing deep learning theory/mathematics. No prerequisite knowledge of deep learning is needed.