Introduction to Deeplearning4j

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1. Daehyun Kim daehyun@skymind.io 2. ● SKYMIND ○ Deep Learning for enterprise ○ founded by Adam Gibson and Chris Nicholson ● Daehyun Kim ○ DL engineer ●…
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  • 1. Daehyun Kim daehyun@skymind.io
  • 2. ● SKYMIND ○ Deep Learning for enterprise ○ founded by Adam Gibson and Chris Nicholson ● Daehyun Kim ○ DL engineer ● Christine Leigh ○ Head of Biz dev., Korea WHO WE ARE
  • 3. ● WHAT IS AI? ● USE CASES ● WHAT WE DO ● DL4J ● DL IN PRODUCTION ● SKYMIND SERVICES OVERVIEW
  • 4. WHAT IS AI? A SKYMIND TUTORIAL
  • 5. ● Fraud Detection ● Recommender Systems ● Image Recognition ● Predictive Analytics ○ Market Forecasting ○ Churn/Turnover DEEP LEARNING USE CASES GENERAL USE CASES
  • 6. ● TELECOM ○ FRANCE TELECOM’S MOBILE UNIT ORANGE ● DATA CENTER ○ CANONICAL & IBM ● BANK ○ LARGE U.S. BANK DEEP LEARNING USE CASES CASE STUDIES
  • 7. WE BUILT DEEPLEARNING4J THE MOST WIDELY USED AI FRAMEWORK FOR JAVA WHAT WE DO
  • 8. DEEP LEARNING WORK FLOW SKYMIND ECOSYSTEM FOR DEVELOPING MODEL
  • 9. DEEP LEARNING FRAMEWORKS GROWTH POPULARITY GROWTH
  • 10. MAJOR DEEP LEARNING LIBRARIES COMPARED
  • 11. ● In Academia vs. Production ● Data Scientists vs. Engineers ● Defining Production ● A solution DEEP LEARNING IN PRODUCTION
  • 12. ● Secure, production-ready deep learning workflows for finance, healthcare, retail, manufacturing, telcos. ENTERPRISE DEEP LEARNING
  • 13. - Skymind’s open-source enterprise distribution - contains all of the necessary open-source components and proprietary vendor integrations to build production-grade deep learning solutions. SKYMIND INTELLIGENCE LAYER (SKIL) DEFINITION
  • 14. SKYMIND INTELLIGENCE LAYER (SKIL) REFERENCE ARCHITECTURE
  • 15. CONTAINERIZED DEEP LEARNING FOR ANY PLATFORM ● ON PREMISE ● PUBLIC CLOUD ○ AWS ○ AZURE ○ GCE ● HYBRID CLOUD ● DESKTOP ○ WINDOWS ○ MAC ● ANDROID DOCKER DC/OS + SPARK MESOS
  • 16. SKYMIND SERVICES
  • 17. ● DEEP LEARNING ● SKYMIND ● DEEPLEARNING4J ● SKIL CONCLUSION
  • 18. http://skymind.ai http://deeplearning.org https://gitter.im/deeplearning4j/deeplearning4j https://gitter.im/deeplearning4j/deeplearning4j/ deeplearning4j-kr MORE INFORMATION
  • 19. Written by Skymind’s Adam Gibson and Josh Patterson. #1 New Release in Data Modeling and Design on Amazon. DEEP LEARNING : A PRACTITIONER’S APPROACH
  • 20. NEXT MEETUP SOON WITH TOPICS YOU MIGHT BE INTERESTED NEXT MEETUP
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