9. Intelligent
Productive
Hybrid
HIPAA /
HITECH Act
GxP
21 CFR Part 11
ISO 27001 SOC 1 Type 2ISO 27018 CSA STAR
Self-Assessment
Singapore
MTCS
UK
G-Cloud
Australia
IRAP/CCSL
FISC Japan
New Zealand
GCIO
China
GB 18030
EU
Model Clauses
ENISA
IAF
Argentina
PDPA
Japan CS
Mark Gold
CDSA
Shared
Assessments
Japan My
Number Act
FACT UK
Spain
ENS
PCI DSS
Level 1 MARS-E
China
TRUCS
SOC 2 Type 2 SOC 3
MPAA
ISO 22301
India
MeitY
Spain
DPA
HITRUST IG Toolkit UK
China
DJCP
ITAR
Section 508
VPAT
SP 800-171 FIPS 140-2
High
JAB P-ATO
DoD DISA
SRG Level 2
DoD DISA
SRG Level 4
DoD DISA
SRG Level 5
Moderate
JAB P-ATO
ISO 27017
GLOBALUSGOVINDUSTRYREGIONAL
10. H Y P E R S C A L E ,
E N T E R P R I S E - G R A D E
I N F R A S T R U C T U R E
D E V E L O P E R T O O L S &
S E R V I C E S
O P E N P L A T F O R M F O R
D A T A S C I E N C E
Hardware
Storage management
Software
AI Applications (1st & 3rd party) Cognitive Services Bot Framework
Spark AI Batch Training DS VM SQL Server ACS
BLOB Cosmos DB SQL DB/DW ADLS
CPUs FPGA GPUs IoT
Azure Machine Learning
Model deployment & management
Machine Learning toolkits
Experimentation management,
data prep, & collaboration
CNTK
Tensorflow
Chainer
Scikit-Learn
Other Libs.
PROSE
Docker
Cloud – Spark, SQL, other engines
ML Server – Spark, SQL, VMs
Edge
M I C R O S O F T A I P L A T F O R M
19. H Y P E R S C A L E ,
E N T E R P R I S E - G R A D E
I N F R A S T R U C T U R E
D E V E L O P E R T O O L S &
S E R V I C E S
O P E N P L A T F O R M F O R
D A T A S C I E N C E
Hardware
Storage management
Software
AI Applications (1st & 3rd party) Cognitive Services Bot Framework
Spark AI Batch Training DS VM SQL Server ACS
BLOB Cosmos DB SQL DB/DW ADLS
CPUs FPGA GPUs IoT
Azure Machine Learning
Model deployment & management
Machine Learning toolkits
Experimentation management,
data prep, & collaboration
CNTK
Tensorflow
Chainer
Scikit-Learn
Other Libs.
PROSE
Docker
Cloud – Spark, SQL, other engines
ML Server – Spark, SQL, VMs
Edge
M I C R O S O F T A I P L A T F O R M
20.
21. R & Python ベースの
AI の ストアドプロシージャ
MicrosoftML Library の組み込み
Graph モデルのサポートによる
より複雑な関係を分析
クエリ 処理の最適化による
比類なき パフォーマンス
AI を組み込んだ最初の商用データベース
SQL Server
2017
23. H Y P E R S C A L E ,
E N T E R P R I S E - G R A D E
I N F R A S T R U C T U R E
D E V E L O P E R T O O L S &
S E R V I C E S
O P E N P L A T F O R M F O R
D A T A S C I E N C E
Hardware
Storage management
Software
AI Applications (1st & 3rd party) Cognitive Services Bot Framework
Spark AI Batch Training DS VM SQL Server ACS
BLOB Cosmos DB SQL DB/DW ADLS
CPUs FPGA GPUs IoT
Azure Machine Learning
Model deployment & management
Machine Learning toolkits
Experimentation management,
data prep, & collaboration
CNTK
Tensorflow
Chainer
Scikit-Learn
Other Libs.
PROSE
Docker
Cloud – Spark, SQL, other engines
ML Server – Spark, SQL, VMs
Edge
M I C R O S O F T A I P L A T F O R M
26. 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