Deep Learning is having a great impact across products at Google, and in the world at large. We are pushing the limits of AI and deep learning with research across many areas. With integration into many of Google‚Äôs products, this research is improving the lives of billions of people. Open source tools like TensorFlow and open publications puts the latest deep learning research at the fingertips of every engineer around the world. This talk begins with what has enabled this field to evolve rapidly over the last few years. We then discuss some of the leading research advances and present some of the current trends that provide us a glimpse of a promising future.