The document provides an overview of new pedagogies for deep learning in the digital age. It discusses how education needs to change to prepare students for jobs in a world where machines are performing many cognitive tasks previously done by humans. Deep learning focuses on teaching 21st century skills like creativity, collaboration and problem solving. It emphasizes student-centered learning through projects and real-world problems. The document argues that deep learning cuts across subjects and assesses students on authentic outputs.