IT Talks/BigData

AI Platform์˜ ๊ณ ๊ฐํ‰์ƒ๊ฐ€์น˜ ์˜ˆ์ธก: ์†Œ๊ฐœ

OkOJJ 2020. 11. 20. 14:43

 

์ด ๋ฌธ์„œ๋Š” Google Cloud์—์„œ AI Platform์„ ์‚ฌ์šฉํ•˜์—ฌ ๊ณ ๊ฐํ‰์ƒ๊ฐ€์น˜(CLV)๋ฅผ ์˜ˆ์ธกํ•˜๋Š” ๋ฐฉ๋ฒ•์„ ์„ค๋ช…ํ•˜๋Š” 4๋ถ€๋กœ ๊ตฌ์„ฑ๋œ ์‹œ๋ฆฌ์ฆˆ ์ค‘ ์ฒซ ๋ฒˆ์งธ ๋ฌธ์„œ์ž…๋‹ˆ๋‹ค.

์ด ์‹œ๋ฆฌ์ฆˆ์˜ ๋ฌธ์„œ๋Š” ๋‹ค์Œ๊ณผ ๊ฐ™์Šต๋‹ˆ๋‹ค.

  • 1๋ถ€: ์†Œ๊ฐœ(๋ณธ ๋ฌธ์„œ). ๊ณ ๊ฐํ‰์ƒ๊ฐ€์น˜(CLV)์™€ ์ด๋ฅผ ์˜ˆ์ธกํ•˜๋Š” ๋‘ ๊ฐ€์ง€ ๋ชจ๋ธ๋ง ๊ธฐ๋ฒ•์„ ์†Œ๊ฐœํ•ฉ๋‹ˆ๋‹ค.
  • 2๋ถ€: ๋ชจ๋ธ ํ•™์Šต. ๋ฐ์ดํ„ฐ๋ฅผ ์ค€๋น„ํ•˜๊ณ  ๋ชจ๋ธ์„ ํ•™์Šต์‹œํ‚ค๋Š” ๋ฐฉ๋ฒ•์„ ์„ค๋ช…ํ•ฉ๋‹ˆ๋‹ค.
  • 3๋ถ€: ํ”„๋กœ๋•์…˜์— ๋ฐฐํฌ. 2๋ถ€์—์„œ ์„ค๋ช…๋œ ๋ชจ๋ธ์„ ํ”„๋กœ๋•์…˜ ์‹œ์Šคํ…œ์— ๋ฐฐํฌํ•˜๋Š” ๋ฐฉ๋ฒ•์„ ์„ค๋ช…ํ•ฉ๋‹ˆ๋‹ค.
  • 4๋ถ€: AutoML Tables ์‚ฌ์šฉ. AutoML Tables๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ๋ชจ๋ธ์„ ๋นŒ๋“œ ๋ฐ ๋ฐฐํฌํ•˜๋Š” ๋ฐฉ๋ฒ•์„ ์„ค๋ช…ํ•ฉ๋‹ˆ๋‹ค.

 

* ์›๋ฌธ : https://cloud.google.com/solutions/machine-learning/clv-prediction-with-offline-training-intro

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