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Darwin SchweitzerBig Data/AI Advanced Workload Lead
Azure AI/ML Landscape - what to use whenMaking AI real for your business
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Your Microsoft AI Journey starts today!
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Foundation for AI
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Industry Specific Capabilities - Examples
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Azure Bot Service
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Bot Service
Infuse your apps with powerful,
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Customize easily and tailor to your needs
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Vision Speech Language Search
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https://www.microsoft.com/en-us/seeing-ai/
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https://bdbriight.com/
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SERVEDATA AI
Adobe Experience League solution architecture
Adobe Experience LeagueAdobe Experience Cloud Azure Cognitive Services
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Azure Bot Service
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Azure Bot Service
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What is knowledge mining?
Unlock valuable
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255
Gra
yR
210 G
210 B
210
Lig
ht G
ray
R230 G
230 B
230
Documents Cognitive skills Fully text-searchable
rich index
Knowledge mining with Azure Search
Key Phrase extraction Location entity extraction Sentiment analysis
Organization entity extraction Persons entity extraction Language detection
Face detection Celebrity recognition Tag extraction
Custom skills Landmark detection Printed text recognition
Lig
ht B
lue
R0 G
188 B
242
Gre
en
R16 G
124 B
16
Red
R232 G
17 B
35
Mag
en
taR
180 G
0 B
158
Pu
rple
R92 G
45 B
145
Blu
eR
0 G
120 B
215
Teal
R0 G
130 B
114
Yello
wR
255 G
185 B
0
Ora
ng
eR
216 G
59 B
1
Lig
ht Y
ello
wR
255 G
241 B
0Lig
ht O
ran
ge
R255 G
140 B
0Lig
ht M
ag
en
taR
227 G
0 B
140
Lig
ht P
urp
leR
180 G
160 B
255
Lig
ht T
eal
R0 G
178 B
148
Lig
ht G
reen
R186 G
216 B
10
Dark
Red
R168 G
0 B
0D
ark
Mag
en
ta
R92 G
0 B
92
Dark
Pu
rple
R50 G
20 B
90
Mid
Blu
eR
0 G
24 B
143
Dark
Teal
R0 G
75 B
80
Dark
Gre
en
R0 G
75 B
28
Dark
Blu
eR
0 G
32 B
80
Mid
Gra
yR
115 G
115 B
115
Dark
Gra
yR
80 G
80 B
80
Ric
h B
lack
R0 G
0 B
0
Wh
iteR
255 G
255 B
255
Gra
yR
210 G
210 B
210
Lig
ht G
ray
R230 G
230 B
230
Microsoft Build: NBA Utilizes Microsoft AI and Azure Cognitive Search
https://www.youtube.com/watch?v=8i4snWofThk
Lig
ht B
lue
R0 G
188 B
242
Gre
en
R16 G
124 B
16
Red
R232 G
17 B
35
Mag
en
taR
180 G
0 B
158
Pu
rple
R92 G
45 B
145
Blu
eR
0 G
120 B
215
Teal
R0 G
130 B
114
Yello
wR
255 G
185 B
0
Ora
ng
eR
216 G
59 B
1
Lig
ht Y
ello
wR
255 G
241 B
0Lig
ht O
ran
ge
R255 G
140 B
0Lig
ht M
ag
en
taR
227 G
0 B
140
Lig
ht P
urp
leR
180 G
160 B
255
Lig
ht T
eal
R0 G
178 B
148
Lig
ht G
reen
R186 G
216 B
10
Dark
Red
R168 G
0 B
0D
ark
Mag
en
ta
R92 G
0 B
92
Dark
Pu
rple
R50 G
20 B
90
Mid
Blu
eR
0 G
24 B
143
Dark
Teal
R0 G
75 B
80
Dark
Gre
en
R0 G
75 B
28
Dark
Blu
eR
0 G
32 B
80
Mid
Gra
yR
115 G
115 B
115
Dark
Gra
yR
80 G
80 B
80
Ric
h B
lack
R0 G
0 B
0
Wh
iteR
255 G
255 B
255
Gra
yR
210 G
210 B
210
Lig
ht G
ray
R230 G
230 B
230Cognitive Search
Demo
Lig
ht B
lue
R0 G
188 B
242
Gre
en
R16 G
124 B
16
Red
R232 G
17 B
35
Mag
en
taR
180 G
0 B
158
Pu
rple
R92 G
45 B
145
Blu
eR
0 G
120 B
215
Teal
R0 G
130 B
114
Yello
wR
255 G
185 B
0
Ora
ng
eR
216 G
59 B
1
Lig
ht Y
ello
wR
255 G
241 B
0Lig
ht O
ran
ge
R255 G
140 B
0Lig
ht M
ag
en
taR
227 G
0 B
140
Lig
ht P
urp
leR
180 G
160 B
255
Lig
ht T
eal
R0 G
178 B
148
Lig
ht G
reen
R186 G
216 B
10
Dark
Red
R168 G
0 B
0D
ark
Mag
en
ta
R92 G
0 B
92
Dark
Pu
rple
R50 G
20 B
90
Mid
Blu
eR
0 G
24 B
143
Dark
Teal
R0 G
75 B
80
Dark
Gre
en
R0 G
75 B
28
Dark
Blu
eR
0 G
32 B
80
Mid
Gra
yR
115 G
115 B
115
Dark
Gra
yR
80 G
80 B
80
Ric
h B
lack
R0 G
0 B
0
Wh
iteR
255 G
255 B
255
Gra
yR
210 G
210 B
210
Lig
ht G
ray
R230 G
230 B
230Cognitive Search
Demo
Lig
ht B
lue
R0 G
188 B
242
Gre
en
R16 G
124 B
16
Red
R232 G
17 B
35
Mag
en
taR
180 G
0 B
158
Pu
rple
R92 G
45 B
145
Blu
eR
0 G
120 B
215
Teal
R0 G
130 B
114
Yello
wR
255 G
185 B
0
Ora
ng
eR
216 G
59 B
1
Lig
ht Y
ello
wR
255 G
241 B
0Lig
ht O
ran
ge
R255 G
140 B
0Lig
ht M
ag
en
taR
227 G
0 B
140
Lig
ht P
urp
leR
180 G
160 B
255
Lig
ht T
eal
R0 G
178 B
148
Lig
ht G
reen
R186 G
216 B
10
Dark
Red
R168 G
0 B
0D
ark
Mag
en
ta
R92 G
0 B
92
Dark
Pu
rple
R50 G
20 B
90
Mid
Blu
eR
0 G
24 B
143
Dark
Teal
R0 G
75 B
80
Dark
Gre
en
R0 G
75 B
28
Dark
Blu
eR
0 G
32 B
80
Mid
Gra
yR
115 G
115 B
115
Dark
Gra
yR
80 G
80 B
80
Ric
h B
lack
R0 G
0 B
0
Wh
iteR
255 G
255 B
255
Gra
yR
210 G
210 B
210
Lig
ht G
ray
R230 G
230 B
230
Icertis Contract Management (ICM)
Receive PDF
contract in email
Search for GDPR clauses
GDPR risk
scoring
Clause
classification
Key phrase
extraction
Language
detection
Automatic
translation
Named identity
extraction
Cognitive skills — custom and out of the box
Icertis contract
management
1 2
Index
3
Lig
ht B
lue
R0 G
188 B
242
Gre
en
R16 G
124 B
16
Red
R232 G
17 B
35
Mag
en
taR
180 G
0 B
158
Pu
rple
R92 G
45 B
145
Blu
eR
0 G
120 B
215
Teal
R0 G
130 B
114
Yello
wR
255 G
185 B
0
Ora
ng
eR
216 G
59 B
1
Lig
ht Y
ello
wR
255 G
241 B
0Lig
ht O
ran
ge
R255 G
140 B
0Lig
ht M
ag
en
taR
227 G
0 B
140
Lig
ht P
urp
leR
180 G
160 B
255
Lig
ht T
eal
R0 G
178 B
148
Lig
ht G
reen
R186 G
216 B
10
Dark
Red
R168 G
0 B
0D
ark
Mag
en
ta
R92 G
0 B
92
Dark
Pu
rple
R50 G
20 B
90
Mid
Blu
eR
0 G
24 B
143
Dark
Teal
R0 G
75 B
80
Dark
Gre
en
R0 G
75 B
28
Dark
Blu
eR
0 G
32 B
80
Mid
Gra
yR
115 G
115 B
115
Dark
Gra
yR
80 G
80 B
80
Ric
h B
lack
R0 G
0 B
0
Wh
iteR
255 G
255 B
255
Gra
yR
210 G
210 B
210
Lig
ht G
ray
R230 G
230 B
230
Azure Cognitive Services
Azure Bot Service
Azure Cognitive Search Azure Databricks
Azure Machine Learning
Azure AI Infrastructure
Knowledge miningAI apps & agents Machine learning
Azure AI
Lig
ht B
lue
R0 G
188 B
242
Gre
en
R16 G
124 B
16
Red
R232 G
17 B
35
Mag
en
taR
180 G
0 B
158
Pu
rple
R92 G
45 B
145
Blu
eR
0 G
120 B
215
Teal
R0 G
130 B
114
Yello
wR
255 G
185 B
0
Ora
ng
eR
216 G
59 B
1
Lig
ht Y
ello
wR
255 G
241 B
0Lig
ht O
ran
ge
R255 G
140 B
0Lig
ht M
ag
en
taR
227 G
0 B
140
Lig
ht P
urp
leR
180 G
160 B
255
Lig
ht T
eal
R0 G
178 B
148
Lig
ht G
reen
R186 G
216 B
10
Dark
Red
R168 G
0 B
0D
ark
Mag
en
ta
R92 G
0 B
92
Dark
Pu
rple
R50 G
20 B
90
Mid
Blu
eR
0 G
24 B
143
Dark
Teal
R0 G
75 B
80
Dark
Gre
en
R0 G
75 B
28
Dark
Blu
eR
0 G
32 B
80
Mid
Gra
yR
115 G
115 B
115
Dark
Gra
yR
80 G
80 B
80
Ric
h B
lack
R0 G
0 B
0
Wh
iteR
255 G
255 B
255
Gra
yR
210 G
210 B
210
Lig
ht G
ray
R230 G
230 B
230
Machine learning on Azure
On-premises Cloud Edge
Vision Language Search
Azure Machine Learning
Onnx
Speech
Popular frameworksTo build advanced deep learning solutions
Productive servicesTo empower data science and development teams
Flexible deployment To deploy, manage models on intelligent cloud & edge
Sophisticated pretrained modelsTo simplify solution development
Powerful infrastructureTo accelerate deep learning
Keras
CPU GPU FPGA
Azure Databricks Machine Learning VMs
TensorFlowPytorch
Lig
ht B
lue
R0 G
188 B
242
Gre
en
R16 G
124 B
16
Red
R232 G
17 B
35
Mag
en
taR
180 G
0 B
158
Pu
rple
R92 G
45 B
145
Blu
eR
0 G
120 B
215
Teal
R0 G
130 B
114
Yello
wR
255 G
185 B
0
Ora
ng
eR
216 G
59 B
1
Lig
ht Y
ello
wR
255 G
241 B
0Lig
ht O
ran
ge
R255 G
140 B
0Lig
ht M
ag
en
taR
227 G
0 B
140
Lig
ht P
urp
leR
180 G
160 B
255
Lig
ht T
eal
R0 G
178 B
148
Lig
ht G
reen
R186 G
216 B
10
Dark
Red
R168 G
0 B
0D
ark
Mag
en
ta
R92 G
0 B
92
Dark
Pu
rple
R50 G
20 B
90
Mid
Blu
eR
0 G
24 B
143
Dark
Teal
R0 G
75 B
80
Dark
Gre
en
R0 G
75 B
28
Dark
Blu
eR
0 G
32 B
80
Mid
Gra
yR
115 G
115 B
115
Dark
Gra
yR
80 G
80 B
80
Ric
h B
lack
R0 G
0 B
0
Wh
iteR
255 G
255 B
255
Gra
yR
210 G
210 B
210
Lig
ht G
ray
R230 G
230 B
230
Azure Databricks Workspace
Lig
ht B
lue
R0 G
188 B
242
Gre
en
R16 G
124 B
16
Red
R232 G
17 B
35
Mag
en
taR
180 G
0 B
158
Pu
rple
R92 G
45 B
145
Blu
eR
0 G
120 B
215
Teal
R0 G
130 B
114
Yello
wR
255 G
185 B
0
Ora
ng
eR
216 G
59 B
1
Lig
ht Y
ello
wR
255 G
241 B
0Lig
ht O
ran
ge
R255 G
140 B
0Lig
ht M
ag
en
taR
227 G
0 B
140
Lig
ht P
urp
leR
180 G
160 B
255
Lig
ht T
eal
R0 G
178 B
148
Lig
ht G
reen
R186 G
216 B
10
Dark
Red
R168 G
0 B
0D
ark
Mag
en
ta
R92 G
0 B
92
Dark
Pu
rple
R50 G
20 B
90
Mid
Blu
eR
0 G
24 B
143
Dark
Teal
R0 G
75 B
80
Dark
Gre
en
R0 G
75 B
28
Dark
Blu
eR
0 G
32 B
80
Mid
Gra
yR
115 G
115 B
115
Dark
Gra
yR
80 G
80 B
80
Ric
h B
lack
R0 G
0 B
0
Wh
iteR
255 G
255 B
255
Gra
yR
210 G
210 B
210
Lig
ht G
ray
R230 G
230 B
230
L O G I C A L A R C H I T E C T U R E
Lig
ht B
lue
R0 G
188 B
242
Gre
en
R16 G
124 B
16
Red
R232 G
17 B
35
Mag
en
taR
180 G
0 B
158
Pu
rple
R92 G
45 B
145
Blu
eR
0 G
120 B
215
Teal
R0 G
130 B
114
Yello
wR
255 G
185 B
0
Ora
ng
eR
216 G
59 B
1
Lig
ht Y
ello
wR
255 G
241 B
0Lig
ht O
ran
ge
R255 G
140 B
0Lig
ht M
ag
en
taR
227 G
0 B
140
Lig
ht P
urp
leR
180 G
160 B
255
Lig
ht T
eal
R0 G
178 B
148
Lig
ht G
reen
R186 G
216 B
10
Dark
Red
R168 G
0 B
0D
ark
Mag
en
ta
R92 G
0 B
92
Dark
Pu
rple
R50 G
20 B
90
Mid
Blu
eR
0 G
24 B
143
Dark
Teal
R0 G
75 B
80
Dark
Gre
en
R0 G
75 B
28
Dark
Blu
eR
0 G
32 B
80
Mid
Gra
yR
115 G
115 B
115
Dark
Gra
yR
80 G
80 B
80
Ric
h B
lack
R0 G
0 B
0
Wh
iteR
255 G
255 B
255
Gra
yR
210 G
210 B
210
Lig
ht G
ray
R230 G
230 B
230
Flexible deploymentDeploy and manage models on intelligent cloud and edge
Train & deploy Train & deploy
Deploy
Model optimization for cloud & edge
Manage models in production
Capture model telemetry
Retrain models
Lig
ht B
lue
R0 G
188 B
242
Gre
en
R16 G
124 B
16
Red
R232 G
17 B
35
Mag
en
taR
180 G
0 B
158
Pu
rple
R92 G
45 B
145
Blu
eR
0 G
120 B
215
Teal
R0 G
130 B
114
Yello
wR
255 G
185 B
0
Ora
ng
eR
216 G
59 B
1
Lig
ht Y
ello
wR
255 G
241 B
0Lig
ht O
ran
ge
R255 G
140 B
0Lig
ht M
ag
en
taR
227 G
0 B
140
Lig
ht P
urp
leR
180 G
160 B
255
Lig
ht T
eal
R0 G
178 B
148
Lig
ht G
reen
R186 G
216 B
10
Dark
Red
R168 G
0 B
0D
ark
Mag
en
ta
R92 G
0 B
92
Dark
Pu
rple
R50 G
20 B
90
Mid
Blu
eR
0 G
24 B
143
Dark
Teal
R0 G
75 B
80
Dark
Gre
en
R0 G
75 B
28
Dark
Blu
eR
0 G
32 B
80
Mid
Gra
yR
115 G
115 B
115
Dark
Gra
yR
80 G
80 B
80
Ric
h B
lack
R0 G
0 B
0
Wh
iteR
255 G
255 B
255
Gra
yR
210 G
210 B
210
Lig
ht G
ray
R230 G
230 B
230
Azure Cognitive Services
Azure Bot Service
Azure Cognitive Search Azure Databricks
Azure Machine Learning
Azure AI Infrastructure
Knowledge miningAI apps & agents Machine learning
Azure AI
Lig
ht B
lue
R0 G
188 B
242
Gre
en
R16 G
124 B
16
Red
R232 G
17 B
35
Mag
en
taR
180 G
0 B
158
Pu
rple
R92 G
45 B
145
Blu
eR
0 G
120 B
215
Teal
R0 G
130 B
114
Yello
wR
255 G
185 B
0
Ora
ng
eR
216 G
59 B
1
Lig
ht Y
ello
wR
255 G
241 B
0Lig
ht O
ran
ge
R255 G
140 B
0Lig
ht M
ag
en
taR
227 G
0 B
140
Lig
ht P
urp
leR
180 G
160 B
255
Lig
ht T
eal
R0 G
178 B
148
Lig
ht G
reen
R186 G
216 B
10
Dark
Red
R168 G
0 B
0D
ark
Mag
en
ta
R92 G
0 B
92
Dark
Pu
rple
R50 G
20 B
90
Mid
Blu
eR
0 G
24 B
143
Dark
Teal
R0 G
75 B
80
Dark
Gre
en
R0 G
75 B
28
Dark
Blu
eR
0 G
32 B
80
Mid
Gra
yR
115 G
115 B
115
Dark
Gra
yR
80 G
80 B
80
Ric
h B
lack
R0 G
0 B
0
Wh
iteR
255 G
255 B
255
Gra
yR
210 G
210 B
210
Lig
ht G
ray
R230 G
230 B
230
Q & A
Darwin Schweitzer | WW INTELLIGENT CLOUD – Big Data/AI Advanced Workload LeadWorldwide Commercial Business (WCB) – Intelligent Cloud(425) 638-9068 | [email protected] | @DataSnowman | GitHub DataSnowmanPlease check out Data and AI and IoT resources at https://github.com/Azure/data-ai-iot
Lig
ht B
lue
R0 G
188 B
242
Gre
en
R16 G
124 B
16
Red
R232 G
17 B
35
Mag
en
taR
180 G
0 B
158
Pu
rple
R92 G
45 B
145
Blu
eR
0 G
120 B
215
Teal
R0 G
130 B
114
Yello
wR
255 G
185 B
0
Ora
ng
eR
216 G
59 B
1
Lig
ht Y
ello
wR
255 G
241 B
0Lig
ht O
ran
ge
R255 G
140 B
0Lig
ht M
ag
en
taR
227 G
0 B
140
Lig
ht P
urp
leR
180 G
160 B
255
Lig
ht T
eal
R0 G
178 B
148
Lig
ht G
reen
R186 G
216 B
10
Dark
Red
R168 G
0 B
0D
ark
Mag
en
ta
R92 G
0 B
92
Dark
Pu
rple
R50 G
20 B
90
Mid
Blu
eR
0 G
24 B
143
Dark
Teal
R0 G
75 B
80
Dark
Gre
en
R0 G
75 B
28
Dark
Blu
eR
0 G
32 B
80
Mid
Gra
yR
115 G
115 B
115
Dark
Gra
yR
80 G
80 B
80
Ric
h B
lack
R0 G
0 B
0
Wh
iteR
255 G
255 B
255
Gra
yR
210 G
210 B
210
Lig
ht G
ray
R230 G
230 B
230
Thank you