Systems and Software for Machine Learning at Scale with Jeff Dean - TWiML Talk #124

Published: April 2, 2018, 5:51 p.m.

b"In this episode I\\u2019m joined by Jeff Dean, Google Senior Fellow and head of the company\\u2019s deep learning research team Google Brain, who I had a chance to sit down with last week at the Googleplex in Mountain View. As you\\u2019ll hear, I was very excited for this interview, because so many of Jeff\\u2019s contributions since he started at Google in \\u201899 have touched my life and work. In our conversation, Jeff and I dig into a bunch of the core machine learning innovations we\\u2019ve seen from Google. Of course we discuss TensorFlow, and its origins and evolution at Google. We also explore AI acceleration hardware, including TPU v1, v2 and future directions from Google and the broader market in this area. We talk through the machine learning toolchain, including some things that Googlers might take for granted, and where the recently announced Cloud AutoML fits in. We also discuss Google\\u2019s process for mapping problems across a variety of domains to deep learning, and much, much more. This was definitely one of my favorite conversations, and I'm pumped to be able to share it with you. The notes for this show can be found at twimlai.com/talk/124."