The document discusses Amazon Web Services' (AWS) machine learning and artificial intelligence services that were announced or highlighted at the 2018 re:Invent conference. It provides an overview of 1) AI services like Amazon Personalize and Amazon Forecast, 2) machine learning frameworks and infrastructure like Amazon SageMaker, Elastic Inference, and EC2 instances, and 3) machine learning services like Amazon Rekognition and Amazon Comprehend. It also summarizes new services announced at re:Invent like Amazon SageMaker Ground Truth, AWS Marketplace for ML/AI, and Amazon SageMaker Neo.
10. 10
Andy Jassy (CEO)
AWS re:Invent 2018 - Keynote with Andy Jassy – YouTube
https://www.youtube.com/watch?v=ZOIkOnW640A
• Glacier Deep Archive
• FSx for Windows File Server
• FSx for Lustre
• Control Tower
• Security Hub
• Lake
Formation
• DynamoDB R/W
Capacity on Demand
• Timestream
• Quantum Ledger DB
• Managed Blockchain
• VMware Cloud
on AWS
• Outposts
165
11. l Amazon Personalize
l Amazon Forecast
l Amazon Textract
l Amazon Comprehend Medical
l Amazon Translate Custom
Terminology
l Amazon SageMaker Ground Truth
l Amazon SageMaker Neo
l AWS Marketplace for Machine
Learning & Artificial Intelligence
l Amazon SageMaker RL
l AWS DeepRacer
l AWS-optimized TensorFlow
l Amazon EC2 p3dn Instance
l Amazon Elastic Inference
l AWS Inferentia
11
23. l GPU
− GPU
l
GPU
23
Model GPUs vCPU Mem
GPU
Mem
Storage
Dedicated
EBS
Bandwidth
Networkin
g
p3
.2xlarge
1 8 61 16 EBS-Only 1.5 Gbps
Up to 10
Gigabit
p3 8CPU, 61GB Mem
26. l Amazon SageMaker Ground Truth
−
l AWS Marketplace for ML & AI
− ML
l Amazon SageMaker Neo
− HW OSS
l Amazon SageMaker RL (Reinforcement Learning)
−
− : DeepRacer
26
31. l AWS DeepRacer
−
− SageMaker
− Atom , , Wi-Fi
l
l re:Invent 2019
31
Amazon.com
m(_ _)m
32. 1. AI Services
− Personalize
−
2. ML Frameworks & Infrastructure
−
− Elastic Inference
3. ML Services
− ML
−
32
33. l re:Invent Web
− 1)
− 2)
l ID
33
1) https://www.portal.reinvent.awsevents.com/connect/search.ww
2) AWS re:Invent 2018 #reinvent
DevelopersIO
https://dev.classmethod.jp/cloud/aws/reinvent2018-machine-learning-related-
sessions-list-of-materials-ja/
AIM317-R2
AI/ML “AIM”
repeat
34. l AI/ML : 228
34
ID
AIM (Artificial Intelligence & Machine learning)
113
ANT (ANalyTics) 47
WPS (Worldwide Public Sector) 8
CTD 5
FSV (Financial Services) 5
(
)
Artificial Intelligence & Machine Learning
repeat
35. l AWS re:Invent 2018 - Keynote with Andy Jassy – YouTube
https://youtu.be/ZOIkOnW640A?t=4860
− 1:21:00
l AWS re:Invent 2018 - Keynote with Werner Vogels – YouTube
https://www.youtube.com/watch?v=femopq3JWJg
− Lambda, Step Functions, API Gateway
l Japan Wrap Up re:Invent2018
https://www.slideshare.net/KamedaHarunobu/japan-wrap-up-reinvent2018
− re:Invent
l AWS Black Belt Online Seminar AWS re:Invent 2018
https://www.slideshare.net/AmazonWebServicesJapan/125-aws-black-belt-online-seminar-aws-reinvent-2018
− re:Invent
AWS Q&A
35