artificial intelligence: changing the game for everyone
TRANSCRIPT
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Darwin Schweitzer
Artificial Intelligence: Changing the Game for Everyone
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20 years later
Artifacts of the Industrial Revolution
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https://www.gsb.stanford.edu/insights/andrew-ng-why-ai-new-electricity
The New Electricity
Just as electricity transformed almost everything 100 years ago,
today I actually have a hard time thinking of an industry that I
don’t think AI will transform in the next several years.
- Andrew Ng
Andrew Ng - The State of Artificial Intelligence
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AI, Machine Learning and Deep Learning
1950 1960 1970 1980 1990 2000 2010
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AI is changing the game for everyone
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Classic AnalyticsTransaction-driven
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Security and performanceFlexibility of choiceReason over any data, anywhere
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SparkR, SparklyR)
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(Structured)
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Azure storage
Polybase
Azure SQL Data Warehouse
Data factory
Data factory
Analytical dashboards
Model & ServePrep & TrainStoreIngest Intelligence
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188 B
242
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255 G
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255 G
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Lig
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188 B
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Yello
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255 G
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216 G
59 B
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Lig
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255 G
241 B
0Lig
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0Lig
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227 G
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Lig
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180 G
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Lig
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80 G
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Lig
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R230 G
230 B
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95%Customer interactions
powered by AI bots including telephone and online by 2025
Engage customersBuild a loyal customer base
with a 24/7 customer-centric
approach to your business
Empower employeesIncrease employee productivity and
allow for focus on innovation by
freeing up time through automation
Lig
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Gre
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180 G
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Pu
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Blu
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Teal
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255 G
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216 G
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Lig
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255 G
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210 G
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230
demo
Lig
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188 B
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Gre
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180 G
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Pu
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Teal
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Yello
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255 G
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216 G
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255 G
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Lig
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115 G
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80 G
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Lig
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188 B
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180 G
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Pu
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Blu
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Teal
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Yello
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255 G
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216 G
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Lig
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255 G
241 B
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227 G
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Lig
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180 G
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Lig
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115 G
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80 G
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255 G
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210 G
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Lig
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R230 G
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230Demos
Teams Who Bot
Lig
ht B
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R0 G
188 B
242
Gre
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R16 G
124 B
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17 B
35
Mag
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180 G
0 B
158
Pu
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R92 G
45 B
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Blu
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0 G
120 B
215
Teal
R0 G
130 B
114
Yello
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255 G
185 B
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216 G
59 B
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Lig
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255 G
241 B
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140 B
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227 G
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Lig
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180 G
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Lig
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92
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143
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75 B
80
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75 B
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0 G
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Mid
Gra
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115 G
115 B
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80 G
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255 G
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210 G
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Lig
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R230 G
230 B
230
75%Applications including AI
By 2018, 50% of apps will include some form of AI
App innovationInfuse AI into existing apps to
improved user experience
Knowledge extractionBackend-infused applications will
leverage latent value in content
Lig
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188 B
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Gre
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180 G
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Pu
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Teal
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255 G
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216 G
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255 G
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227 G
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28
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115 G
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80 G
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R230 G
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230
https://diginomica.com/2018/05/08/microsoft-build-2018-nba-shoots-scores-digital/
Lig
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R0 G
188 B
242
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124 B
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17 B
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Mag
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180 G
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Teal
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130 B
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255 G
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216 G
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255 G
241 B
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227 G
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Lig
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115 G
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255 G
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210 G
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230JFK Files Demo
https://github.com/Microsoft/AzureSearch_JFK_Files
Lig
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188 B
242
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R16 G
124 B
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Mag
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180 G
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Pu
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120 B
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Teal
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255 G
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216 G
59 B
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255 G
241 B
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75 B
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115 G
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80 G
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255 G
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210 G
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Lig
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230 B
230
85%Enterprises embracing AI
By 2020, 85% of Enterprises will be using AI on at least one process
Financial ServicesRisk Analytics
Fraud Prevention
Customer Next Best Action
RetailPersonalization
Dynamic pricing
Advanced retail planning
ManufacturingPredictive Maintenance
Operations Automation
Fleets management
Lig
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R0 G
188 B
242
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124 B
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Mag
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180 G
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158
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120 B
215
Teal
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130 B
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255 G
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216 G
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255 G
241 B
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227 G
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115 G
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80 G
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255 G
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Gra
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210 G
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210
Lig
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230 B
230
Transform your business processes
Banking Health Retail Telco Manufacturing
Sales Marketing Customerservice
HR Finance
Industry verticals
Businessprocesses
Lig
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188 B
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124 B
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180 G
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45 B
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255 G
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216 G
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255 G
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227 G
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115 G
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80 G
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255 G
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210 G
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Azure Machine Learning Package for Forecasting
https://docs.microsoft.com/en-us/python/api/overview/azure-machine-learning/forecasting-overview?view=azure-ml-py-latest
Lig
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R0 G
188 B
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180 G
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255 G
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255 G
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115 G
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255 G
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Azure AI Services
Azure Infrastructure
Tools
MICROSOFT AI PLATFORM
Lig
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R0 G
188 B
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R16 G
124 B
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180 G
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255 G
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216 G
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255 G
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115 G
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Visual Studio extension with deep integration to
Azure ML
End to end development environment, from new
project through training
Support for remote training
Job management
On top of all of the goodness of Visual Studio
(Python, Jupyter, Git, etc)
Visual Studio Tools for AI
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Pre-Configured environments in the cloud for
Data Science & AI Modeling, Development & Deployment.
Data Science Virtual Machines(DSVM)
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Why Data Science VMs ?
Examples & Templatesto get started
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Local machine
Scale up to DSVM
Scale out with Spark
Azure Batch AI
ML Server
Experiment Everywhere
A ZURE ML
EXPER IMENTAT ION
Command line tools
IDEs
Notebooks
VS Code Tools for AI
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DOCKER
Single node deployment (cloud/on-prem)
Azure Kubernetes Service (AKS)
Azure IoT Edge
Microsoft ML Server
Spark clusters
SQL Server
Deploy Everywhere
A ZURE ML
MODEL MANAGEMENT
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Azure IoT EdgeConfigure, update and monitor from the cloud
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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
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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