9. 9
re:Invent
• AWSの最大イベント 今年は11/28-12/2
• 機械学習のセッションも豊富
– State of the Union: Amazon Alexa and Recent Advances in Conversational AI
– FINRA: Building a Secure Data Science Platform on AWS
– Bringing Deep Learning to the Cloud with Amazon EC2
– Fraud Detection with Amazon Machine Learning on AWS
– Data Science and Healthcare: Running Large Scale Analytics and Machine Learning on
AWS
– Deep Learning in AlexaTransforming Industrial Processes with Deep Learning
– Developing Classification and Recommendation Engines with Amazon EMR and Apache
Spark
– Using MXNet for Recommendation Modeling at Scale
– Scalable Deep Learning Using MXNet
– 絶賛追加中!
https://reinvent.awsevents.com/
10. 10
MAC401 - Scalable Deep Learning Using MXNet
• MXNetのコントリビュータでAWS社員のMu Liが講師のハンズオン
• アジェンダ
– Module 1. Background on Deep Learning
– Module 2. Walkthrough on Setting up AMIs, CloudFormation Templates and other
Deep Learning Frameworks on AWS
– Module 3. A Peek Under the MXNet Hood (MXNet Internals)
– Module 4. Hands on with MXNet: NDArrays, Symbols, And Mechanics of Training
Deep Neural Networks
– Module 5. Hands on with MXNet: Application Examples Targeting Compute Vision
and Recommendation Engines
https://www.portal.reinvent.awsevents.com/connect/sessionDetail.ww?SESSION_ID=8523
http://mxnet.io/