In Google data centers, our energy usage throughout the year for all our computing needs is 100 percent renewable. — Jeff Dean Computing Copy Share Image
In order to reason, you need a network to be able to bring in knowledge from several different areas, such as math,… — Jeff Dean Knowledge Copy Share Image
A lot of human learning comes from unsupervised learning where you're just sort of observing the world around you and understanding how… — Jeff Dean Education Copy Share Image
Deep neural networks are responsible for some of the greatest advances in modern computer science. — Jeff Dean Computer science Copy Share Image
With TensorFlow, when we started to develop it, we kind of looked at ourselves and said: 'Hey, maybe we should open source… — Jeff Dean Kind Copy Share Image
I think that is one of the main goals of pushing forward in machine learning: having computers provide the wisdom that a… — Jeff Dean Artificial intelligence Copy Share Image
I think there are a lot of industries that are collecting a lot of data and have not yet considered the implications… — Jeff Dean Artificial intelligence Copy Share Image
As devices continue to shrink and voice recognition and other kinds of alternative user-interfaces become more practical, it is going to change… — Jeff Dean Change Copy Share Image
Reinforcement learning is the idea of being able to assign credit or blame to all the actions you took along the way… — Jeff Dean Blame Copy Share Image
I think robotics is a really hard problem - to make robots that operate in sort of arbitrary environments, like a big… — Jeff Dean Big Copy Share Image
I do kind of think there's a bit of an overemphasis on - in the community - on sort of achieving ever-so-slightly… — Jeff Dean Art Copy Share Image
Computers don't usually have a sense of if you have a picture of something what is in that image. And if we… — Jeff Dean Computers Copy Share Image
One of the things that inspires me about working for Google is that when we solve a problem here, we can get… — Jeff Dean Google Copy Share Image
I think true artificial general intelligence would be a system that is able to perform human-level reasoning, understanding, and accomplishing of complicated… — Jeff Dean Complicated Copy Share Image
Health care - the ability of neural networks to ingest lots of data and make predictions is very well suited to this… — Jeff Dean Data Copy Share Image
The healthcare space is a very complicated one for a variety of reasons: It's much more regulated than some other kinds of… — Jeff Dean Complicated Copy Share Image
If you pass a lot of data through a teeny network, like 20 neurons, it'll do what it can, but it's not… — Jeff Dean Data Copy Share Image
We're happy to work with military or other government agencies in ways that are consistent with our principles. So if we want… — Jeff Dean Government Copy Share Image
I think one of the things about reinforcement learning is that it tends to require exploration. So using it in the context… — Jeff Dean Exploration Copy Share Image
Definitely there's growing use of machine learning across Google products, both data-center-based services, but also much more of our stuff is running… — Jeff Dean Computers Copy Share Image
One thing I think is true is that is you have someone who's really good in one or a few areas they… — Jeff Dean Good Copy Share Image
Health care has a lot of interesting machine-learning problems - outpatient outcomes, or when you have x-ray images and you want to… — Jeff Dean Health Copy Share Image
Previously, we might use machine learning in a few sub-components of a system. Now we actually use machine learning to replace entire… — Jeff Dean Artificial intelligence Copy Share Image
