2. 利用 Container Instance 部署深度學習應用
Deploy Deep Learning Application with Azure Container Instance
WHY AM I HERE...
Microsoft Data Platform MVP
MY JOB TITLE...
Data Scientist
Computer Vision/Algorithm Research
AS A COMMUNITY Co-Organizer
R-Ladies Taipei, Azure Taiwan,
Tech Podcast Night
Mia
mia5419@gmail.com
pymia @github
3. WHAT BRINGS YOU HERE? Container Instance
深度學習應用
部署
Developer
Data Scientist
IT Pro
Else
Deep Learning Application
Deploy
4. 利用 Container Instance 部署深度學習應用
那些成為資料科學家秘技之外的事。
Those Behind The Scenes...
https://blog.udacity.com/wp-content/uploads/2014/11/Data-Science-Skills-Udacity-Matrix.png
17. Reproduce it with Docker
•Docker provides you with an easy way to share your
working environments including libraries and drivers. This
enables us to create reproducible data science workflows.
19. Industry analysts agree
“By 2020, more than 50% of enterprises will run
mission-critical, containerized cloud-native applications in
production, up from less than 5% today.”
20.
21.
22. If you need more reference …https://www.datadoghq.com/docker-adoption/