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Andrew Ng Quotes
Andrew Ng Quotes
Andrew Ng
Chinese
Scientist
Born:
1976
AI
Education
Learning
People
Work
You
Related authors:
Carl Sagan
Charles Darwin
Galileo Galilei
George Washington Carver
Hippocrates
Margaret Mead
Marie Curie
Neil deGrasse Tyson
Some of the most successful businesses succeed by exploiting their users.
Andrew Ng
Some
Most
Succeed
Successful
Exploiting
Successful Businesses
Businesses
Users
With the Google Brain project, we made the decision to build deep learning processes on top of Google's existing infrastructure.
Andrew Ng
Learning
Decision
Made
Google
Build
Project
Top
Brain
Existing
Processes
Infrastructure
Deep
Deep learning is a very capital-intensive area, and it's rare to find a company with both the necessary resources and a company structure where things can get done without having to pass through too many channels and committee meetings.
Andrew Ng
Learning
Rare
Too
Channels
Meetings
Resources
Find
Structure
Having
Both
Area
Through
Without
Pass
Very
Get
Committee
Done
Where
Deep
Many
Company
Things
Necessary
In healthcare, we are beginning to see that AI can read the radiology images better than most radiologists. In education, we have a lot of data, and companies like Coursera are putting up a lot of content online.
Andrew Ng
Education
Better
AI
Beginning
See
Data
Online
Putting
Like
Most
Read
Content
Healthcare
Lot
Up
Than
Companies
Images
Silicon Valley and Beijing are the leading hubs of AI, followed by the U.K. and Canada. I am seeing a lot of excitement in India, going by the number of people who are taking Coursera courses on AI.
Andrew Ng
People
AI
Valley
India
Silicon
Seeing
Silicon Valley
Followed
Excitement
Taking
Leading
Courses
Am
Lot
Canada
Going
Beijing
Who
Number
I've been to so many manufacturing plants. I've yet to walk into one where I did not think AI solutions wouldn't help.
Andrew Ng
Walk
Plants
AI
Think
Solutions
Been
Did
Where
Help
Manufacturing
Many
With human inspectors, it's difficult to get even the same person to make consistent judgments.
Andrew Ng
Difficult
Consistent
Make
Judgments
Person
Get
Same
Human
Even
There are some outcomes in finance we don't want, and government should regulate that.
Andrew Ng
Finance
Government
Outcomes
Some
Want
Should
Regulate
I am always mission driven, and I always ask myself what I want to be working on, what project excites me the most. I figure that out and then find the best place to do that work.
Andrew Ng
Work
Best
Myself
Me
Project
Out
Find
Driven
Excites
Mission
Most
Always
Am
Want
Place
Ask
Then
Working
Figure
There are so many problems in the world worth working on and so many discoveries to make, you have to make a choice. My preference is to focus my efforts on solving problems that will help people.
Andrew Ng
You
People
World
Worth
Problems
Will
Focus
Solving
Make
Discoveries
Efforts
Preference
Choice
Working
Help
Help People
Many
I had a strong interest in free online education, and I was interested in what videos and formats would work for it. A lot of education workers were very sceptical about what computer scientists were doing. It was only after the first visible success of MOOCs that they started to take it seriously.
Andrew Ng
Success
Work
Education
Strong
Videos
Seriously
Free
First
Visible
Would
About
Online
Only
Sceptical
Computer
Take
Had
Doing
Scientists
Were
Lot
Very
After
Formats
Interest
Interested
Workers
Started
I will continue my work to shepherd in this important societal change... In addition to working on AI myself, I will also explore new ways to support all of you in the global AI community so that we can all work together to bring this AI-powered society to fruition.
Andrew Ng
Work
Myself
You
Change
Together
AI
Will
Important
Community
Society
Addition
Ways
Support
New
Global
Also
Shepherd
Continue
New Ways
Fruition
Work Together
Working
Explore
Societal
Bring
I think the first wave of deep learning progress was mainly big companies with a ton of data training very large neural networks, right? So if you want to build a speech recognition system, train it on 100,000 hours of data.
Andrew Ng
You
Learning
Training
Progress
First
Big
Build
Think
Wave
Recognition
System
Data
Networks
Neural
Mainly
Hours
Big Companies
Very
Train
Want
Companies
Large
Deep
Right
Ton
Speech
One of my philosophies of building companies is the importance of velocity.
Andrew Ng
Building
Philosophies
Velocity
Importance
Companies
None of us today know how to get computers to learn with the speed and flexibility of a child.
Andrew Ng
Today
Speed
Computers
Know
Learn
None
How
Child
Get
Us
Flexibility
Life is shockingly short; I don't want to waste that many days.
Andrew Ng
Life
Days
Short
Want
Many
Waste
When we automated away the elevator operator function, who knew that all the descendants of those operators would become social media marketers, machine learning engineers, and all these other jobs that we didn't even have a language to describe back then.
Andrew Ng
Learning
Language
Social Media
Become
Other
Back
Marketers
Machine
Those
Jobs
Would
Knew
Operator
Automated
Social
Then
Engineers
Who
Descendants
Describe
Even
Function
Media
Away
Elevator
We can build a much brighter future where humans are relieved of menial work using AI capabilities.
Andrew Ng
Work
Future
AI
Build
Relieved
Where
Capabilities
Much
Using
Brighter
Brighter Future
Humans
It is difficult to think of a major industry that AI will not transform. This includes healthcare, education, transportation, retail, communications, and agriculture. There are surprisingly clear paths for AI to make a big difference in all of these industries.
Andrew Ng
Education
Agriculture
AI
Will
Big
Difficult
Think
Retail
Clear
Major
Industries
Make
Industry
Healthcare
Big Difference
Surprisingly
Paths
Difference
Transform
Communications
Transportation
Education is not about thinning the herd. Education is about helping every student succeed.
Andrew Ng
Education
Every
Herd
About
Student
Succeed
Helping
AI is creating tremendous economic value today.
Andrew Ng
Today
AI
Value
Tremendous
Economic
Creating
If you have a lot of data and you want to create value from that data, one of the things you might consider is building up an AI team.
Andrew Ng
You
AI
Value
Building
Consider
One Of The Things
Data
Lot
Up
Want
Might
Create
Team
Things
Education is one of the industry categories with a big potential for AI. And Coursera is already doing some of this work.
Andrew Ng
Work
Education
AI
Big
Some
Potential
Categories
Industry
Doing
Every company has messy data, and even the best of AI companies are not fully satisfied with their data. If you have data, it is probably a good idea to get an AI team to have a look at it and give feedback. This can develop into a positive feedback loop for both the IT and AI teams in any company.
Andrew Ng
Positive
Best
Good
You
Feedback
AI
Satisfied
Every
Positive Feedback
Give
Data
Both
Develop
Idea
Look
Loop
Messy
Get
Any
Team
Companies
Fully
Company
Teams
Even
Good Idea
The most trusted way to keep moving up that value chain is to keep investing in individuals - to help them grow in knowledge and skills. Education is hard. It takes individuals to do the hard work.
Andrew Ng
Work
Education
Hard Work
Knowledge
Value
Keep Moving
Way
Investing
Takes
Individuals
Most
Trusted
Up
Moving
Them
Skills
Hard
Help
Chain
Grow
Keep
Beyond helping other people build AI systems with Deeplearning.ai, I also hope to build some AI systems myself!
Andrew Ng
Hope
Myself
People
AI
Build
Other
Systems
Some
Beyond
Also
Helping
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