23. From:
To:
CC:
Subject:
Hirono
Shimizu
Project Kickoff
Shimizu,
Let’s have our project kickoff meeting
next week.
Cortana, can you find a time that works
for us?
Hirono
Cortana
From:
To:
CC:
Subject:
Cortana
Shimizu
全国展開の件
清水さん、
廣野さんは月曜日10時から、火曜日11時
から、水曜日3時からが空いております。
ご予定お聞かせください。
Cortana
From:
To:
CC:
Subject:
Shimizu
Cortana
全国展開の件
火曜日なら空いています。
Calendar.help
24. From:
To:
CC:
Subject:
Hirono@microsoft.com
Shimizu@contoso.com, bob@fabrikam.com
Project Kickoff
Shimizu, Bob
Let’s have our project kickoff meeting
next week.
Cortana, can you find a time that works
for us?
Hirono
cortana@calendar.help
From:
To:
CC:
Subject:
Cortana@calendar.help
Shimizu
Project Kickoff
Hi Shimizu,
Hirono is free Monday at 10, Tuesday at
11, or Wednesday at 3. Let me know what
works for you!
Cortana
From:
To:
CC:
Subject:
Shimizu
Cortana@calendar.help
Project Kickoff
Hi Cortana,
I’m free on Monday.
Thanks very much for your help!
Shimizu
Calendar.help
承諾 仮の予定 辞退
Required
When
Subject
Hirono (主催者)
Shimizu
火曜日 11時 – 11時30分
全国展開の件
火曜日11時から30分、よくわか
る人工知能セミナー全国展開の
件で会議設定します。
Skype 参加はこちら
Cortana
40. エージェント アプリ サービス インフラ
Microsoft AI Portfolio
Cortana Office 365
Dynamics 365
SwiftKey
Pix
Customer Service
and Support
Skype
Calendar.help
Cortana Intelligence
Cognitive Services
Bot Framework
Cortana Devices
SDK
Cognitive Toolkit
Azure Machine
Learning
Azure N Series
FPGA
People
41. Harry Shum,
EVP of AI and Research Group
AI の民主化にむけ5000 名規模の
Microsoft AI and Research Group 設立
2017/9 現在、8000名に。
50. Spark
SQL Server
Virtual machines
GPUs
Container services
Notebooks
IDEs
Azure Machine Learning Workbench
SQL Server
Machine Learning Server
O N - P R E M I S E S
E D G E C O M P U T I N G
Azure IoT Edge
Experimentation and
Model Management
A Z U R E M A C H I N E L E A R N I N G S E R V I C E S T R A I N & D E P LO Y O P T I O N S
A Z U R E
A Z U R E M A C H I N E L E A R N I N G
52. Manage project dependencies
Manage training jobs locally, scaled-up or
scaled-out
Git based checkpointing and version control
Service side capture of run metrics, output logs
and models
Use your favorite IDE, and any framework
U S E T H E M O S T P O P U L A R I N N O V A T I O N S
U S E A N Y T O O L
U S E A N Y F R A M E W O R K O R L I B R A R Y
What about compute horsepower?
Moore’s law (that’s him there) was coined in 1965, and he predicted that computer power would double every other year, as measured by transistor count.
By 95, computers became pervasive, and we’d reached around 5M transistors on a chip – roughly NYC-sized.
This seemed amazing, so Moore came out and said “this is unsustainable, it’s bound to slow”.
Just 10 years later, we were celebrating 160M transistors on a chip, or roughly the population of the eastern united states.
Just 5 years after that, we hit 1B transistors. No sign of slowing, Moore.
Two years ago, Moore’s Law hit it’s 50th birthday, and IBM released a beast with 7.6B transistors – one for everyone on earth. The exponential growth continues, and this is just per chip – it doesn’t even consider the impact of the cloud.
One more update. Two years later, and we’ve doubled yet again. And this hasn’t even been updated for Nvidia’s GTC announcements.
This is the kind of compute growth that makes the previously impossible … potentially achievable.
ディープラーニングmiRNA診断のさらなる可能性 l さらなるデータにより、13種のがんを⼀挙に正確に予測 l 良性、悪性のがんを⾒分ける l がんのステージ予測 l miRNAは、がんのみならず様々な疾患を診断することが可能 アルツハイマー、⼼筋梗塞、脳卒中などの診断・予測 l ⾎中miRNA分析により、治療⽅針の決定や最適治療薬の選定など個別化医療 の強⼒な⼿法になりうる l がん向けの創薬につながる l どのmiRNAやその組み合わせの変化が、がんに影響を与えるか
25%は再配達 9万人が年間働くのと同じ量 1.8億時間
Humans are at the center—we think AI will augment the work that humans are doing. We have Cortana (for consumers), Cognitive Services and Bot Framework (for developers), and Machine Learning (for businesses).
https://azure.microsoft.com/en-us/regions/
AML Workbench(開発者が機械学習によるデータの実験管理をするためのクライアントアプリケーションです。)
AML Experimentation service(ビッグデータやGPUでの実験の速度を向上させるのを助けます。)
AML Model Management(機械学習モデルのホスト、バージョン管理、監視を行います。)