Incorporating advanced technologies such as AI and data analytics into their design processes can help mechanical engineers leverage large amounts of data. Focusing on upfront mechanical design, we dive into the topics of AI and Data Science for mechanical engineers and show the up-and-coming applications of Deep Learning to 3D simulation with three use cases.