Name: Dyad X Machina: 機械学習に感情を持ち込む (TensorFlow Meets) (Dyad X Machina: bringing emotion into machine learning (TensorFlow Meets))
Uploaded: 2021-01-14T10:47:16.000Z
Duration: 10 min 48 s
Description: VoiceTubeの動画で発音を聞きながら英語表現を覚えよう！学べる英語：

LAURENCE MORONEY: Hi, everybody, and welcome

In this episode, I'm chatting with Haohan Wang--

HAOHAN WANG: Thank you for having me here.

LAURENCE MORONEY: --who's been doing some really,

really cool work with neuroscience, and TensorFlow,

and machine learning, and all kinds of cool stuff,

So you've been working on Dyad X Machina, which

is a beautiful name for what looks like a beautiful site.

So I will start from the name Dyad X Machina.

going to be on a future show, which is great.

So machine-- things we constantly work with machine.

And we're at the intersection of deep learning and affective

I think the story really starts four to five years ago

both shared the same strong interest in machine learning.

HAOHAN WANG: So one of the first machine learning projects

that we worked on together is to create a trading algorithms.

HAOHAN WANG: Well, so Christian challenged

of using the traditional technical or fundamental

analysis into your algorithm, why can't we

add some human behavioral elements, like emotions,

HAOHAN WANG: Well, so we end up including

And surprisingly, sentiment is a great training--

LAURENCE MORONEY: I can see that because I'm

everybody-- you know, that kind of thing.

Well, so after that, I think it really brought emotion

into this field, affective neuroscience especially.

And I think we started to notice a problem, which

is how society at large tends to ignore how important emotion

is, especially like in our daily decision-making process

because people tend to overvalue cognition

So I think, well, that's really the starting point that we

it's Dyad X Machina's job to bring this affective layer back

LAURENCE MORONEY: So it's you saw an opportunity

to bring emotion into what are traditionally

There is where Dyad X Machina started, yeah.

that you've been doing, you're turning into a course

here is where deep learning and TensorFlow came in.

So I think so here is also the point that we hit a point that

we cannot make any more progress because we're both working full

time and we'd dedicate all our free time on reading books--

LAURENCE MORONEY: Those day jobs just get in the way,

HAOHAN WANG: Yep-- trying to understand machine learning

So I think we had a discussion and made a hard decision--

I took one year off, focused fully on deep learning

and we end up making this course because this course is really

the synthesis of our learning because we really

And we think this course will be a great start for people

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Dyad X Machina: 機械学習に感情を持ち込む (TensorFlow Meets) (Dyad X Machina: bringing emotion into machine learning (TensorFlow Meets))

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