Quotes.gg
Home
Tags
Terms and Conditions
Privacy Policy
Imprint
Made by
Last Media
Jeff Dean
Popular Posts
#Tags
Health care - the ability of neural networks to ingest lots of data and make predictions is very well suited to this area, and potentially will have a huge societal impact.
- Jeff Dean
#Ability
#Care
#Data
#Health
#Impact
Previously, we might use machine learning in a few sub-components of a system. Now we actually use machine learning to replace entire sets of systems, rather than trying to make a better machine learning model for each of the pieces.
- Jeff Dean
#Better
#Learning
#Now
#System
#Trying
AI can help solve some of the most difficult social and environmental challenges in areas like healthcare, disaster prediction, environmental conservation, agriculture, or cultural preservation.
- Jeff Dean
#AI
#Challenges
#Disaster
#Environmental
We're happy to work with military or other government agencies in ways that are consistent with our principles. So if we want to help improve the safety of Coast Guard personnel, that's the kind of thing we'd be happy to work on.
- Jeff Dean
#Government
#Principles
#Safety
#Work
I think really what cloud customers care about is, can they get their problem solved on any particular provider's cloud products?
- Jeff Dean
#About
#Care
#Cloud
#Problem
#Think
I tend to be very impatient, thinking about all the ways we can do something, my mind and hands spinning at a very fast rate.
- Jeff Dean
#Fast
#Hands
#Mind
#Something
#Thinking
The speech recognition is now good enough that I dictate emails on my phone rather than type them in. It's not perfect, but it's good enough that it changes how I interact with my phone.
- Jeff Dean
#Good
#Not Perfect
#Now
#Perfect
#Speech
Supervised learning works so well when you have the right data set, but ultimately unsupervised learning is going to be a really important component in building really intelligent systems - if you look at how humans learn, it's almost entirely unsupervised.
- Jeff Dean
#Building
#Important
#Learning
#Look
Health care has a lot of interesting machine-learning problems - outpatient outcomes, or when you have x-ray images and you want to predict things.
- Jeff Dean
#Care
#Health
#Predict
#Problems
#Want
I think one of the things about reinforcement learning is that it tends to require exploration. So using it in the context of physical systems is somewhat hard.
- Jeff Dean
#Context
#Exploration
#Hard
#Learning
If you only have 10 examples of something, it's going to be hard to make deep learning work. If you have 100,000 things you care about, records or whatever, that's the kind of scale where you should really start thinking about these kinds of techniques.
- Jeff Dean
#Care
#Learning
#Start
#Thinking
#Work
I've always liked code that runs fast.
- Jeff Dean
#Always
#Code
#Fast
#Liked
#Runs
Vision I think is going to be an important input. Like, if you're using Google Glass, it's going to be able to look around and read all the text on signs and do background lookups on additional information and serve that. That will be pretty exciting.
- Jeff Dean
#Glass
#Google
#Information
#Look
#Vision
Deep neural networks are responsible for some of the greatest advances in modern computer science.
- Jeff Dean
#Computer Science
#Deep
#Modern
#Science
The idea behind reinforcement learning is you don't necessarily know the actions you might take, so you explore the sequence of actions you should take by taking one that you think is a good idea and then observing how the world reacts. Like in a board game where you can react to how your opponent plays.
- Jeff Dean
#Game
#Good
#Learning
#React
#World
I think that is one of the main goals of pushing forward in machine learning: having computers provide the wisdom that a human companion would be able to provide in offering advice, looking up more information when necessary and those kinds of things.
- Jeff Dean
#Computers
#Goals
#Learning
#More
#Wisdom
Reinforcement learning is the idea of being able to assign credit or blame to all the actions you took along the way while you were getting that reward signal.
- Jeff Dean
#Blame
#Credit
#Learning
#Reward
#Way
Transportation, with self-driving vehicles, is going to be a big use of machine learning.
- Jeff Dean
#Big
#Learning
#Machine
#Transportation
Computers can see, and understand what people say via speech recognition.
- Jeff Dean
#Computers
#People
#Recognition
#Speech
Computers don't usually have a sense of if you have a picture of something what is in that image. And if we can do a good job of understanding what is in an image, that can bring along a lot of new things you can do in applications.
- Jeff Dean
#Computers
#Good
#Job
#New
#Picture
Traditionally computers have not been that good at interacting with people in ways that people feel natural interacting with.
- Jeff Dean
#Computers
#Feel
#Good
#Natural
#People
Load More
Your experience on this site will be improved by allowing cookies.
Allow cookies