Introduction to Deeplearning4j
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This document provides an overview of Skymind, a company that offers deep learning products and services. Skymind was founded by Adam Gibson and Chris Nicholson and offers Deeplearning4j, an open-source deep learning framework for Java. The document outlines Skymind's services including secure deep learning workflows, its Skymind Intelligence Layer for building production-grade models, and containerized deep learning support. Use cases covered include fraud detection, recommendation systems, and predictive analytics.
Introduction to Deeplearning4j
- 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
- 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