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.

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