Science is the practice of failing repeatedly but learning as you go.

Value experiences by how much you're learning, and if you're aren't learning, move on.

Deep learning allows you to create predictive models at a level of quality and sophistication that was previously out of reach. And so deep learning also enhances the product function of data science because it can generate new product opportunities.

Cool innovation might happen in startups, but they often lack the resources or the deep expertise in the problems they want to address.