Deep learning is the fastest growing field in artificial intelligence. It has the potential to transform industries like electricity did 100 years ago. The document highlights five stories of how AI and deep learning are accelerating innovation: 1) Baidu open sourced its deep learning platform PaddlePaddle to attract talent, 2) Machine learning will push data science to increase relevance, 3) UC Berkeley created artificial intelligence graders to cut grading time by 75%, 4) A startup developed an algorithm to recognize objects in photos and link them to items for sale, 5) Deep learning could help football coaches with strategic insights.