What is Machine Learning? | Code.org | YouTubeToText
YouTube Transcript: What is Machine Learning?
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[Music]
My name is Ali Flores and I'm a product
manager at Alexa.
My name is Dr. Chelsea Haupt, I work at
the Allen Institute for Artificial Intelligence
and I work on an AI-powered academic
search engine.
All around you computers are making
decisions and those decisions affect
your daily life.
When you do an internet search, or scroll
through your news feed
computers decide what you see.
Computers can already recognize your face
and understand your voice.
And soon they'll be driving cars,
and detecting diseases even better than humans.
So, how is any of this possible?
You may have heard
about something called AI,
or artificial intelligence, true artificial intelligence is decades away
there's a type of AI called
machine learning that is here today.
It's a type of AI you probably interact
with every day
without even knowing it.
And it has the opportunity to help us
tackle some of the world's biggest challenges.
Machine learning is how computers
recognize patterns,
and make decisions without being
explicitly programmed.
What's so exciting is that it's a
completely different way
to program a computer than what we've
ever done before.
With machine learning, instead of
programming a computer
step-by-step, you can program a computer
to learn
just like you learn through trial and error,
and lots of practice.
Learning comes from experience,
and that's true for machine learning too.
In this case, experience means lots and lots of data.
Machine learning can take in any kind of data:
images, video, audio, or text
and begin to recognize patterns in that data
once it learns to recognize patterns in
the data it can also learn to make
predictions based on those patterns,
like noticing the difference between an image of a car
and an image of a bicycle.
AI and machine learning are playing a
bigger and bigger role
in society at large
and shaping all of our futures.
That's why it's so important to learn
how it works
with some hands-on experience.
Remember AI is like any tool.
First you get the knowledge,
then you get the power
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