“문제”는발명의어머니 · 2018-09-11 · 개별pc/server 독립적인platform mlaas ......
TRANSCRIPT
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“문제”는 발명의 어머니
Problems Finding Solutions
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Finding ProblemsSolutions
해결책으로 “문제”를 찾아다니다
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A.I.? Machine Learning? Deep Learning?
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머신 러닝으로 해결 가능한 문제 – 분류
둘 중 어느 것인가요?
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머신 러닝으로 해결 가능한 문제 – 회귀
다음에 올 숫자는 무엇인가요?
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머신 러닝으로 해결 가능한 문제 – 이상 감지
변칙적인 데이터가 있나요?
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머신 러닝으로 해결 가능한 문제 – 클러스터링
어떻게 조직화 할까요?
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머신 러닝으로 해결 가능한 문제 – 강화 학습
다음에 무엇을 할까요?
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햄버거 주문
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번역음성 인식사물 인식
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지금 바로 활용할 수 있는데 왜 사용하지 않는가?
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이렇게 합리적인 가격으로 지금 바로 사용 가능합니다!
빅맥세트 6000원 x 1000번 = 6,000,000원
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원천 기술보다 응용을 잘 하는 기업이 성공한다.제리 카플란 – 스탠포트 대학
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탐색 구현 상업화
해외 모델 도입 및 실행 독자적인 모델들의 출현 독립적인 모델들의 통합Model/
Algorithm
개별 PC/Server 독립적인 Platform MLaaSRunningPlatform
Cloud/GPU Vendor 위주 다양한 Pilot 서비스 등장 Cross-over 및 규모의 경제Service/Products
분석 모델링 위주의 아이디어 다양한 아이디어 도출 모델들의 Cross-over 아이디어Ideation
Searching & Mining 중심 정제된 Data의 확산 Data Agency 등장Data
We are here.
머신러닝 비즈니스 어디쯤 와 있는가?
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Cloud의 출현
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클라우드에는 거의 모든 IT 자원이 있습니다.
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리전마다 최소 2개의 데이터 센터를 운영합니다.
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클라우드는 신속하게 자원을 확장하고 효율적으로 보호합니다.
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기업의 머신 러닝 현 주소
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바람직한 머신 러닝 비즈니스
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학습된 머신 러닝과 데이터 입출력을 위한 API
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구성 예
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머신 러닝 웹 서비스
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사례 : Bizgress.com
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사례 : Socialerus.com
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Strategic Data &Machine Learning Business
모든전략과기술이하나로응집된웹플랫폼제공
빅데이터전략및머신러닝알고리즘구현
비즈니스목표를달성하는전략수립및프로젝트수행
관점이있는접근Philosophical approach
Strategic plan
Data & M-L
Web
Platform
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Thank you very much !
주식회사필로비즈
대표 : 양효욱Mobile : 010-2940-2464Email : [email protected] : 02-1644-6764Address : 서울강남구도산대로4길 9 준빌딩 4F (신사역 1번출구)