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There are two companies that the AI Fund has invested in - Woebot and Landing AI - and the AI Fund has a number of internal teams working on new projects. We usually bring in people as employees, work with them to turn ideas into startups, then have the entrepreneurs go into the startup as founders.
~ Andrew Ng
AI
Bring
Companies
Employees
Entrepreneurs
Founders
Fund
Go
Ideas
Internal
Invested
Landing
New
New Projects
Number
People
Projects
Startup
Startups
Teams
Them
Then
Turn
Two
Work
Working
design
copy
There's a very long tail of all sorts of creative products - beyond our core web search, image search and advertising businesses - that are powered by deep learning.
~ Andrew Ng
Advertising
Beyond
Businesses
Core
Creative
Deep
Image
Learning
Long
Our
Powered
Products
Search
Sort
Tail
Very
Web
design
copy
Want to train a machine translation system? Train it on a gazillion pairs of sentences of parallel corpora, and that creates a lot of breakthrough results. Increasingly, I'm seeing results on small data where you want to try to take in results even if you have 1,000 images.
~ Andrew Ng
Breakthrough
Creates
Data
Even
Images
Increasingly
Lot
Machine
Pairs
Parallel
Results
Seeing
Sentences
Small
System
Take
Train
Translation
Try
Want
Where
You
design
copy
We can build a much brighter future where humans are relieved of menial work using AI capabilities.
~ Andrew Ng
AI
Brighter
Brighter Future
Build
Capabilities
Future
Humans
Much
Relieved
Using
Where
Work
design
copy
We think that many companies view Coursera as a quality, convenient, inexpensive way to continue employee development. Is there a contract with a company that might make sense? I don't have an answer to that yet.
~ Andrew Ng
Answer
Companies
Company
Continue
Contract
Convenient
Development
Employee
Inexpensive
Make
Many
Might
Quality
Sense
Think
View
Way
design
copy
We're doing a lot of work on self-driving cars. We do not currently have cars in the U.S., but we plan to, for development and testing. I think we are within striking distance of making self-driving cars a reality, and these would be powered by deep learning.
~ Andrew Ng
Car
Currently
Deep
Development
Distance
Doing
I Think
Learning
Lot
Making
Plan
Powered
Reality
Striking
Testing
Think
Within
Work
Would
Would-Be
design
copy
We're making this analogy that AI is the new electricity. Electricity transformed industries: agriculture, transportation, communication, manufacturing.
~ Andrew Ng
Agriculture
AI
Analogy
Communication
Electricity
Industries
Making
Manufacturing
New
Transformed
Transportation
design
copy
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
Away
Back
Become
Descendants
Describe
Elevator
Engineers
Even
Function
Jobs
Knew
Language
Learning
Machine
Marketers
Media
Operator
Other
Social
Social Media
Then
Those
Who
Would
design
copy
When you become sufficiently expert in the state of the art, you stop picking ideas at random. You are thoughtful in how to select ideas and how to combine ideas. You are thoughtful about when you should be generating many ideas versus pruning down ideas.
~ Andrew Ng
About
Art
Become
Combine
Down
Expert
Generating
How
Ideas
Many
Picking
Pruning
Random
Select
Should
State
Stop
Sufficiently
Thoughtful
Versus
You
design
copy
When you go to Japan, there is such a talent shortage that the debate about AI taking jobs is almost non-existent. The debate is, how can we automate this so we can get all the work done?
~ Andrew Ng
About
AI
Almost
Debate
Done
Get
Go
How
Japan
Jobs
Shortage
Taking
Talent
Work
You
design
copy
With human inspectors, it's difficult to get even the same person to make consistent judgments.
~ Andrew Ng
Consistent
Difficult
Even
Get
Human
Judgments
Make
Person
Same
design
copy
With the Google Brain project, we made the decision to build deep learning processes on top of Google's existing infrastructure.
~ Andrew Ng
Brain
Build
Decision
Deep
Existing
Google
Infrastructure
Learning
Made
Processes
Project
Top
design
copy
A beautiful bouquet or a long-lasting flowering plant is a traditional gift for women, but I have recommended that both men and women keep fresh flowers in the home for their beauty, fragrance, and the lift they give our spirits.
~ Andrew Weil
Beautiful
Beauty
Both
Both Men And Women
Bouquet
Flowering
Flowers
Fragrance
Fresh
Gift
Give
Home
Keep
Lift
Long-Lasting
Men
Men And Women
Our
Plant
Recommended
Spirits
Traditional
Women
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copy
American businesses are struggling to pay outrageous, exploitive insurance bills for their employees, hampering our ability to compete globally.
~ Andrew Weil
Ability
American
American Businesses
Bills
Businesses
Compete
Employees
Globally
Insurance
Our
Outrageous
Pay
Struggling
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Anyone who knows me will attest that at any time during the day, you are most likely to find me picking tayberries, 'deadheading' peppermint, or succession-planting shallots. There is almost nothing, really, that I would rather do.
~ Andrew Weil
Almost
Almost Nothing
Any
Anyone
Day
Find
Knows
Likely
Me
Most
Nothing
Picking
Rather
Really
Time
Who
Will
Would
You
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copy
As an American, you have a right to good health care that is effective, accessible, and affordable, that serves you from infancy through old age, that allows you to go to practitioners and facilities of your choosing, and that offers a broad range of therapeutic options.
~ Andrew Weil
Accessible
Affordable
Age
American
Broad
Care
Choosing
Effective
Facilities
Go
Good
Good Health
Health
Health Care
Infancy
Offers
Old
Old Age
Options
Range
Right
Serve
Therapeutic
Through
You
Your
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As an undergraduate at Harvard in the 1960s, I was fascinated by my visits to psychologist B.F. Skinner's laboratory.
~ Andrew Weil
1960s
Fascinated
Harvard
Laboratory
Psychologist
Undergraduate
Visits
design
copy
As any doctor can tell you, the most crucial step toward healing is having the right diagnosis. If the disease is precisely identified, a good resolution is far more likely. Conversely, a bad diagnosis usually means a bad outcome, no matter how skilled the physician.
~ Andrew Weil
Any
Bad
Crucial
Diagnosis
Disease
Doctor
Far
Good
Having
Healing
How
Identified
Likely
Matter
Means
More
Most
Outcome
Physician
Precisely
Resolution
Right
Skilled
Step
Tell
Toward
You
design
copy
Citizens must pressure the American Hospital Association, the American Public Health Association, the Centers for Disease Control and other relevant governmental agencies to make greening our hospitals and medical centers a top priority so that they themselves don't create even more illness.
~ Andrew Weil
Agencies
American
American Public
Association
Centers
Citizens
Control
Create
Disease
Even
Health
Hospital
Hospitals
Illness
Make
Medical
More
Must
Other
Our
Pressure
Priority
Public
Public Health
Relevant
Themselves
Top
design
copy
Clearly, America's dysfunctional food culture must bear some of the blame for our excess pounds, but it's likely our walking-averse lifestyles contribute as well.
~ Andrew Weil
America
Bear
Blame
Clearly
Contribute
Culture
Dysfunctional
Excess
Food
Lifestyles
Likely
Must
Our
Pounds
Some
Well
design
copy
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