Name: TF Machine Learning for Programmers (TensorFlow @ O’Reilly AI Conference, San Francisco '18)
Uploaded: 2020-03-31T07:32:34.000Z
Duration: 41 min 56 s
Description: Thousands of YouTube videos with English-Chinese subtitles! Now you can learn to understand native speakers, expand your vocabulary, and improve your pronunciation...

Gerund

So thanks, everybody, for coming to this session.

and particularly TensorFlow from a programmer's perspective--

I'd like to show some code samples of using TensorFlow

in some simple scenarios as well as one slightly more

But before I do that, I always like to just do

And if you were at the previous session, sorry,

some of the content's going to be similar to what

and when I come to conferences like this one about AI,

always stories about what it can do or what it might do,

but there's not a whole lot about what it actually is.

So part of my mandate and part of what I actually

like to educate people around is from a programmer's

perspective, what AI actually is, what it is for you,

what you can begin to learn how to program,

and then how you can apply it to your business scenarios.

But we're also at the cusp of this revolution

are calling it like the fourth Industrial Revolution.

as like it's the third big shift in my own personal career.

And so for me, the first one came in the early to mid-90s

And if you remember when the web came about,

was a Visual Basic programmer programming

And so then the web came around, and what happened with the web

then is it changed the audience of your application

from one person at a time to many people at a time.

about how you built your applications to be

able to scale it to lots of people using it.

Instead of you being able to write something that

you would write something to this sort of virtual machine

And then maybe that browser would have plugins like Java

was this paradigm shift gave birth to whole new industries.

And I work for a small company called Google.

And so things like Google weren't possible.

Yeah, so that's really old school, right?

What gophers where were almost the opposite of a search

you type something into it, and it has already

found the results, and it gives them to you.

that you would send out into the nascent internet,

and it would crawl everywhere, a little bit like a spider,

and come up with this new business paradigm,

ended up building the first search engines.

And as a result, companies like Google and Yahoo were born.

that wouldn't have been possible with the browser.

pre-internet, where there was no standard protocol

for communication, and you'd write desktop applications--

can imagine being able to build something

this first great tectonic shift in my own personal career.

The second one then came with the advent of the smartphone.

with sensors like cameras, and GPS, et cetera.

Now think about the types of applications

Now it's a case of companies like Uber became possible.

by introverts because you'll see all of these great things

that you can do nowadays is because they serve introverts.

I'm highly introverted, and one thing I hate to do

is stand on a street corner and hail a taxi.

So when Uber came along, it was like a dream come true for me

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TF Machine Learning for Programmers (TensorFlow @ O’Reilly AI Conference, San Francisco '18)

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