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Changelog Media์—์„œ ์ œ๊ณตํ•˜๋Š” ์ฝ˜ํ…์ธ ์ž…๋‹ˆ๋‹ค. ์—ํ”ผ์†Œ๋“œ, ๊ทธ๋ž˜ํ”ฝ, ํŒŸ์บ์ŠคํŠธ ์„ค๋ช…์„ ํฌํ•จํ•œ ๋ชจ๋“  ํŒŸ์บ์ŠคํŠธ ์ฝ˜ํ…์ธ ๋Š” Changelog Media ๋˜๋Š” ํ•ด๋‹น ํŒŸ์บ์ŠคํŠธ ํ”Œ๋žซํผ ํŒŒํŠธ๋„ˆ๊ฐ€ ์ง์ ‘ ์—…๋กœ๋“œํ•˜๊ณ  ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค. ๋ˆ„๊ตฐ๊ฐ€๊ฐ€ ๊ท€ํ•˜์˜ ํ—ˆ๋ฝ ์—†์ด ๊ท€ํ•˜์˜ ์ €์ž‘๋ฌผ์„ ์‚ฌ์šฉํ•˜๊ณ  ์žˆ๋‹ค๊ณ  ์ƒ๊ฐ๋˜๋Š” ๊ฒฝ์šฐ ์—ฌ๊ธฐ์— ์„ค๋ช…๋œ ์ ˆ์ฐจ๋ฅผ ๋”ฐ๋ฅด์‹ค ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค https://ko.player.fm/legal.
Player FM -ํŒŸ ์บ์ŠคํŠธ ์•ฑ
Player FM ์•ฑ์œผ๋กœ ์˜คํ”„๋ผ์ธ์œผ๋กœ ์ „ํ™˜ํ•˜์„ธ์š”!

The $1 trillion dollar ML model ๐Ÿ’ต

48:40
 
๊ณต์œ 
 

Manage episode 282047366 series 2385063
Changelog Media์—์„œ ์ œ๊ณตํ•˜๋Š” ์ฝ˜ํ…์ธ ์ž…๋‹ˆ๋‹ค. ์—ํ”ผ์†Œ๋“œ, ๊ทธ๋ž˜ํ”ฝ, ํŒŸ์บ์ŠคํŠธ ์„ค๋ช…์„ ํฌํ•จํ•œ ๋ชจ๋“  ํŒŸ์บ์ŠคํŠธ ์ฝ˜ํ…์ธ ๋Š” Changelog Media ๋˜๋Š” ํ•ด๋‹น ํŒŸ์บ์ŠคํŠธ ํ”Œ๋žซํผ ํŒŒํŠธ๋„ˆ๊ฐ€ ์ง์ ‘ ์—…๋กœ๋“œํ•˜๊ณ  ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค. ๋ˆ„๊ตฐ๊ฐ€๊ฐ€ ๊ท€ํ•˜์˜ ํ—ˆ๋ฝ ์—†์ด ๊ท€ํ•˜์˜ ์ €์ž‘๋ฌผ์„ ์‚ฌ์šฉํ•˜๊ณ  ์žˆ๋‹ค๊ณ  ์ƒ๊ฐ๋˜๋Š” ๊ฒฝ์šฐ ์—ฌ๊ธฐ์— ์„ค๋ช…๋œ ์ ˆ์ฐจ๋ฅผ ๋”ฐ๋ฅด์‹ค ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค https://ko.player.fm/legal.

American Express is running what is perhaps the largest commercial ML model in the world; a model that automates over 8 billion decisions, ingests data from over $1T in transactions, and generates decisions in mere milliseconds or less globally. Madhurima Khandelwal, head of AMEX AI Labs, joins us for a fascinating discussion about scaling research and building robust and ethical AI-driven financial applications.

Leave us a comment

Changelog++ members get a bonus 2 minutes at the end of this episode and zero ads. Join today!

Sponsors:

  • Code-ish by Heroku โ€“ A podcast from the team at Heroku, exploring code, technology, tools, tips, and the life of the developer. Check out episode 98 and episode 99 for insights on the ethical and technical sides of deep fakes. Subscribe on Apple Podcasts and Spotify.
  • Changelog++ โ€“ You love our content and you want to take it to the next level by showing your support. Weโ€™ll take you closer to the metal with no ads, extended episodes, outtakes, bonus content, a deep discount in our merch store (soon), and more to come. Letโ€™s do this!
  • Fastly โ€“ Our bandwidth partner. Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com.
  • LaunchDarkly โ€“ Test in production! Deploy code at any time, even if a feature isnโ€™t ready to be released to your users. Wrap code in feature flags to get the safety to test new features and infrastructure in prod without impacting the wrong end users.

Featuring:

Show Notes:

Something missing or broken? PRs welcome!

  continue reading

268 ์—ํ”ผ์†Œ๋“œ

Artwork
icon๊ณต์œ 
 
Manage episode 282047366 series 2385063
Changelog Media์—์„œ ์ œ๊ณตํ•˜๋Š” ์ฝ˜ํ…์ธ ์ž…๋‹ˆ๋‹ค. ์—ํ”ผ์†Œ๋“œ, ๊ทธ๋ž˜ํ”ฝ, ํŒŸ์บ์ŠคํŠธ ์„ค๋ช…์„ ํฌํ•จํ•œ ๋ชจ๋“  ํŒŸ์บ์ŠคํŠธ ์ฝ˜ํ…์ธ ๋Š” Changelog Media ๋˜๋Š” ํ•ด๋‹น ํŒŸ์บ์ŠคํŠธ ํ”Œ๋žซํผ ํŒŒํŠธ๋„ˆ๊ฐ€ ์ง์ ‘ ์—…๋กœ๋“œํ•˜๊ณ  ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค. ๋ˆ„๊ตฐ๊ฐ€๊ฐ€ ๊ท€ํ•˜์˜ ํ—ˆ๋ฝ ์—†์ด ๊ท€ํ•˜์˜ ์ €์ž‘๋ฌผ์„ ์‚ฌ์šฉํ•˜๊ณ  ์žˆ๋‹ค๊ณ  ์ƒ๊ฐ๋˜๋Š” ๊ฒฝ์šฐ ์—ฌ๊ธฐ์— ์„ค๋ช…๋œ ์ ˆ์ฐจ๋ฅผ ๋”ฐ๋ฅด์‹ค ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค https://ko.player.fm/legal.

American Express is running what is perhaps the largest commercial ML model in the world; a model that automates over 8 billion decisions, ingests data from over $1T in transactions, and generates decisions in mere milliseconds or less globally. Madhurima Khandelwal, head of AMEX AI Labs, joins us for a fascinating discussion about scaling research and building robust and ethical AI-driven financial applications.

Leave us a comment

Changelog++ members get a bonus 2 minutes at the end of this episode and zero ads. Join today!

Sponsors:

  • Code-ish by Heroku โ€“ A podcast from the team at Heroku, exploring code, technology, tools, tips, and the life of the developer. Check out episode 98 and episode 99 for insights on the ethical and technical sides of deep fakes. Subscribe on Apple Podcasts and Spotify.
  • Changelog++ โ€“ You love our content and you want to take it to the next level by showing your support. Weโ€™ll take you closer to the metal with no ads, extended episodes, outtakes, bonus content, a deep discount in our merch store (soon), and more to come. Letโ€™s do this!
  • Fastly โ€“ Our bandwidth partner. Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com.
  • LaunchDarkly โ€“ Test in production! Deploy code at any time, even if a feature isnโ€™t ready to be released to your users. Wrap code in feature flags to get the safety to test new features and infrastructure in prod without impacting the wrong end users.

Featuring:

Show Notes:

Something missing or broken? PRs welcome!

  continue reading

268 ์—ํ”ผ์†Œ๋“œ

๋ชจ๋“  ์—ํ”ผ์†Œ๋“œ

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