Azure AI/ML Landscape Landscape AI/ML Azure

Home , Azure (color)

White Light Gray Gray Mid Gray Dark Gray Rich Black R255 G255 B255 R230 G230 B230 R210 G210 B210 R115 G115 B115 R80 G80 B80 R0 G0 B0

Light Yellow Light Orange Light Magenta Light Purple Light Blue Light Teal Light Green R255 G241 B0 R255 G140 B0 R227 G0 B140 R180 G160 B255 R0 G188 B242 R0 G178 B148 R186 G216 B10 Yellow Orange Red Magenta Purple Blue Teal Green R255 G185 B0 R216 G59 B1 R232 G17 B35 R180 G0 B158 R92 G45 B145 R0 G120 B215 R0 G130 B114 R16 G124 B16 Mid Blue R0 G24 B143

Dark Red Dark Magenta Dark Purple Dark Blue Dark Teal Dark Green R168 G0 B0 R92 G0 B92 R50 G20 B90 R0 G32 B80 R0 G75 B80 R0 G75 B28

what to use when use to what -

Big Data/AI Advanced Workload Lead Workload Big Data/AI Advanced

Darwin Schweitzer

Making AI real for your business your for real AI Making Azure AI/ML Landscape Landscape AI/ML Azure

White Light Gray Gray Mid Gray Dark Gray Rich Black R255 G255 B255 R230 G230 B230 R210 G210 B210 R115 G115 B115 R80 G80 B80 R0 G0 B0

Dark Red Dark Magenta Dark Purple Dark Blue Dark Teal Dark Green R0 G32 B80 R0 G75 B80 R0 G75 B28 R168 G0 B0 R92 G0 B92 R50 G20 B90 Australia White Light Gray Gray Mid Gray Dark Gray Rich Black R255 G255 B255 R230 G230 B230 R210 G210 B210 R115 G115 B115 R80 G80 B80 R0 G0 B0

Dark Red Dark Magenta Dark Purple Dark Blue Dark Teal Dark Green R168 G0 B0 R92 G0 B92 R50 G20 B90 R0 G32 B80 R0 G75 B80 R0 G75 B28

China - Shanghai Shanghai

White Light Gray Gray Mid Gray Dark Gray Rich Black R255 G255 B255 R230 G230 B230 R210 G210 B210 R115 G115 B115 R80 G80 B80 R0 G0 B0

Dark Red Dark Magenta Dark Purple Dark Blue Dark Teal Dark Green R168 G0 B0 R92 G0 B92 R50 G20 B90 R0 G32 B80 R0 G75 B80 R0 G75 B28 Akihabara Tokyo White Light Gray Gray Mid Gray Dark Gray Rich Black R255 G255 B255 R230 G230 B230 R210 G210 B210 R115 G115 B115 R80 G80 B80 R0 G0 B0

Dark Red Dark Magenta Dark Purple Dark Blue Dark Teal Dark Green R168 G0 B0 R92 G0 B92 R50 G20 B90 R0 G32 B80 R0 G75 B80 R0 G75 B28 Your Microsoft JourneyAI Microsoft starts today! Your White Light Gray Gray Mid Gray Dark Gray Rich Black R255 G255 B255 R230 G230 B230 R210 G210 B210 R115 G115 B115 R80 G80 B80 R0 G0 B0

Dark Red Dark Magenta Dark Purple Dark Blue Dark Teal Dark Green R168 G0 B0 R92 G0 B92 R50 G20 B90 R0 G32 B80 R0 G75 B80 R0 G75 B28 Models Breakthrough advancements Breakthrough Vision Speech Language Cloud Foundation for AI for Foundation Power of Azure of Power Data Your data + Microsoft data + Microsoft data Your White Light Gray Gray Mid Gray Dark Gray Rich Black R255 G255 B255 R230 G230 B230 R210 G210 B210 R115 G115 B115 R80 G80 B80 R0 G0 B0

Dark Red Dark Magenta Dark Purple Dark Blue Dark Teal Dark Green R168 G0 B0 R92 G0 B92 R50 G20 B90 R0 G32 B80 R0 G75 B80 R0 G75 B28 Language Language January2018 March 2018 March Speech Speech Microsoft AI breakthroughs AI Microsoft 2017 Vision 2016 White Light Gray Gray Mid Gray Dark Gray Rich Black R255 G255 B255 R230 G230 B230 R210 G210 B210 R115 G115 B115 R80 G80 B80 R0 G0 B0

Dark Red Dark Magenta Dark Purple Dark Blue Dark Teal Dark Green R168 G0 B0 R92 G0 B92 R50 G20 B90 R0 G32 B80 R0 G75 B80 R0 G75 B28 Language Language Speech Speech Microsoft AI momentum AI Microsoft Vision

White Light Gray Gray Mid Gray Dark Gray Rich Black R255 G255 B255 R230 G230 B230 R210 G210 B210 R115 G115 B115 R80 G80 B80 R0 G0 B0

Dark Red Dark Magenta Dark Purple Dark Blue Dark Teal Dark Green R168 G0 B0 R92 G0 B92 R50 G20 B90 R0 G32 B80 R0 G75 B80 R0 G75 B28 AI across Microsoft across AI Microsoft 365 Microsoft White Light Gray Gray Mid Gray Dark Gray Rich Black R255 G255 B255 R230 G230 B230 R210 G210 B210 R115 G115 B115 R80 G80 B80 R0 G0 B0

Dark Red Dark Magenta Dark Purple Dark Blue Dark Teal Dark Green R168 G0 B0 R92 G0 B92 R50 G20 B90 R0 G32 B80 R0 G75 B80 R0 G75 B28 White Light Gray Gray Mid Gray Dark Gray Rich Black R255 G255 B255 R230 G230 B230 R210 G210 B210 R115 G115 B115 R80 G80 B80 R0 G0 B0

Dark Red Dark Magenta Dark Purple Dark Blue Dark Teal Dark Green R168 G0 B0 R92 G0 B92 R50 G20 B90 R0 G32 B80 R0 G75 B80 R0 G75 B28 Making AI real for your business your for real AI Making White Light Gray Gray Mid Gray Dark Gray Rich Black R255 G255 B255 R230 G230 B230 R210 G210 B210 R115 G115 B115 R80 G80 B80 R0 G0 B0

Dark Red Dark Magenta Dark Purple Dark Blue Dark Teal Dark Green R168 G0 B0 R92 G0 B92 R50 G20 B90 R0 G32 B80 R0 G75 B80 R0 G75 B28 AI Pervasive data Pervasive Cloud compute Cloud AI AI advancements Web Why now? Why

estimated additional revenue revenue/shifting years AI threein by driven Enterprises usingEnterprises AI by 2020

85% $40B White Light Gray Gray Mid Gray Dark Gray Rich Black R255 G255 B255 R230 G230 B230 R210 G210 B210 R115 G115 B115 R80 G80 B80 R0 G0 B0

Dark Red Dark Magenta Dark Purple Dark Blue Dark Teal Dark Green R168 G0 B0 R92 G0 B92 R50 G20 B90 R0 G32 B80 R0 G75 B80 R0 G75 B28 threat Automation Autonomous Government identification Virtual Agent Robot Process Process Robot Citizen Services Services Citizen Service Virtual threats Finance Business Concierge Onboarding Cybersecurity Cybersecurity Sales Sales Analytics IT Service Desk Service IT advisors FSI - Risk Agents Customer Customer Management Service Virtual Service Personalization Robot Fraud Detection Asset Asset Defect Detection (Predictive (Predictive Optimisation Supply Chain Management Maintenance) Manufacturing learning analytics Learning Learning Education Intelligent (ITS) (ITS) and online Teaching robots Teaching Tutoring Systems Systems Tutoring Examples - History History Healthcare Healthcare Healthcare diagnosing analytics and Image Analysis Summarization Retail Pricing Shopper Shopper Behavior Inventory Inventory Optimization Management Personalization driving driving -

Service Service vehicles Planning Network Chatbots

Customer Customer Self Mobile piece Optimisation & Optimisation Transportation

picking Robots Industry Specific Capabilities Capabilities Specific Industry White Light Gray Gray Mid Gray Dark Gray Rich Black R255 G255 B255 R230 G230 B230 R210 G210 B210 R115 G115 B115 R80 G80 B80 R0 G0 B0

Dark Red Dark Magenta Dark Purple Dark Blue Dark Teal Dark Green R168 G0 B0 R92 G0 B92 R50 G20 B90 R0 G32 B80 R0 G75 B80 R0 G75 B28 Azure Databricks Azure Machine learning Azure AI Infrastructure Azure Azure Machine Learning Azure Azure AI Azure Azure Cognitive Search Cognitive Azure Knowledge Knowledge mining Azure Bot ServiceBot Azure AI apps AI apps & agents Azure Cognitive Services Cognitive Azure White Light Gray Gray Mid Gray Dark Gray Rich Black R255 G255 B255 R230 G230 B230 R210 G210 B210 R115 G115 B115 R80 G80 B80 R0 G0 B0

Dark Red Dark Magenta Dark Purple Dark Blue Dark Teal Dark Green R168 G0 B0 R92 G0 B92 R50 G20 B90 R0 G32 B80 R0 G75 B80 R0 G75 B28 built templates built - Bot Service Bot Accelerate bot development with an integrated an integrated with development bot Accelerate pre and environment multiple across easily audience your Engage channels Search Language … Speech trained AI models AI trained

Vision Use language of your choice of your Use language Customize easily and tailor to your needs tailor to your and easily Customize Infuse your apps with powerful, powerful, withInfuse apps your pre White Light Gray Gray Mid Gray Dark Gray Rich Black R255 G255 B255 R230 G230 B230 R210 G210 B210 R115 G115 B115 R80 G80 B80 R0 G0 B0

Light Yellow Light Orange Light Magenta Light Purple Light Blue Light Teal Light Green R255 G241 B0 R255 G140 B0 R227 G0 B140 R180 G160 B255 R0 G188 B242 R0 G178 B148 R186 G216 B10

Yellow Orange Red Magenta Purple Blue Teal Green R255 G185 B0 R216 G59 B1 R232 G17 B35 R180 G0 B158 R92 G45 B145 R0 G120 B215 R0 G130 B114 R16 G124 B16 Mid Blue

R0 G24 B143

Dark Red Dark Magenta Dark Purple Dark Blue Dark Teal Dark Green R168 G0 B0 R92 G0 B92 R50 G20 B90 R0 G32 B80 R0 G75 B80 R0 G75 B28

Demo Cognitive Services Cognitive White Light Gray Gray Mid Gray Dark Gray Rich Black R255 G255 B255 R230 G230 B230 R210 G210 B210 R115 G115 B115 R80 G80 B80 R0 G0 B0

Dark Red Dark Magenta Dark Purple Dark Blue Dark Teal Dark Green R168 G0 B0 R92 G0 B92 R50 G20 B90 R0 G32 B80 R0 G75 B80 R0 G75 B28 ai/ ai/ - us/seeing - https://www.microsoft.com/en

Demo - Seeing AI AI Seeing White Light Gray Gray Mid Gray Dark Gray Rich Black R255 G255 B255 R230 G230 B230 R210 G210 B210 R115 G115 B115 R80 G80 B80 R0 G0 B0

Dark Red Dark Magenta Dark Purple Dark Blue Dark Teal Dark Green R168 G0 B0 R92 G0 B92 R50 G20 B90 R0 G32 B80 R0 G75 B80 R0 G75 B28

https://bdbriight.com/ https://bdbriight.com/ Briight Introducing BD BD Introducing White Light Gray Gray Mid Gray Dark Gray Rich Black R255 G255 B255 R230 G230 B230 R210 G210 B210 R115 G115 B115 R80 G80 B80 R0 G0 B0

R255 G185 B0 R216 G59 B1 R232 G17 B35 R180 G0 B158 R92 G45 B145 R0 G120 B215 R0 G130 B114 R16 G124 B16 Mid Blue

R0 G24 B143

Dark Red Dark Magenta Dark Purple Dark Blue Dark Teal Dark Green R168 G0 B0 R92 G0 B92 R50 G20 B90 R0 G32 B80 R0 G75 B80 R0 G75 B28

Demo Retail Bot Retail White Light Gray Gray Mid Gray Dark Gray Rich Black R255 G255 B255 R230 G230 B230 R210 G210 B210 R115 G115 B115 R80 G80 B80 R0 G0 B0

Dark Red Dark Magenta Dark Purple Dark Blue Dark Teal Dark Green R168 G0 B0 R92 G0 B92 R50 G20 B90 R0 G32 B80 R0 G75 B80 R0 G75 B28 SERVE Adobe Experience League Experience Adobe Azure Bot Service Bot Azure Azure Bot Service Bot Azure Service Bot Azure AI Maker QnA … Language Language understanding Azure Cognitive Services Cognitive Azure Adobe Experience League solution architecture solution League Experience Adobe DATA Adobe Experience Cloud White Light Gray Gray Mid Gray Dark Gray Rich Black R255 G255 B255 R230 G230 B230 R210 G210 B210 R115 G115 B115 R80 G80 B80 R0 G0 B0

Dark Red Dark Magenta Dark Purple Dark Blue Dark Teal Dark Green R168 G0 B0 R92 G0 B92 R50 G20 B90 R0 G32 B80 R0 G75 B80 R0 G75 B28 Azure Databricks Azure Machine learning Azure AI Infrastructure Azure Azure Machine Learning Azure Azure Cognitive Search Cognitive Azure Knowledge Knowledge mining Azure Bot ServiceBot Azure AI apps AI apps & agents Azure Cognitive Services Cognitive Azure White Light Gray Gray Mid Gray Dark Gray Rich Black R255 G255 B255 R230 G230 B230 R210 G210 B210 R115 G115 B115 R80 G80 B80 R0 G0 B0

Dark Red Dark Magenta Dark Purple Dark Blue Dark Teal Dark Green R168 G0 B0 R92 G0 B92 R50 G20 B90 R0 G32 B80 R0 G75 B80 R0 G75 B28 Unlock valuable Unlock latent lying information contentall your in What is knowledge mining? knowledge is What Your business documents Your business White Light Gray Gray Mid Gray Dark Gray Rich Black R255 G255 B255 R230 G230 B230 R210 G210 B210 R115 G115 B115 R80 G80 B80 R0 G0 B0

Dark Red Dark Magenta Dark Purple Dark Blue Dark Teal Dark Green R168 G0 B0 R92 G0 B92 R50 G20 B90 R0 G32 B80 R0 G75 B80 R0 G75 B28 searchable searchable - rich indexrich Fully text Fully Tag extraction Tag Sentiment analysis Sentiment Language detection Language Printed text recognition text Printed Landmark detection Landmark Celebrity recognition Celebrity Cognitive skills Cognitive Persons entity extraction entity Persons Location entity extraction entity Location Knowledge mining with Azure Search Azure with mining Knowledge Custom skills Custom Face detection Face Key Phrase extraction Phrase Key Organization entity entity extraction Organization Documents

White Light Gray Gray Mid Gray Dark Gray Rich Black R255 G255 B255 R230 G230 B230 R210 G210 B210 R115 G115 B115 R80 G80 B80 R0 G0 B0

Dark Red Dark Magenta Dark Purple Dark Blue Dark Teal Dark Green R168 G0 B0 R92 G0 B92 R50 G20 B90 R0 G32 B80 R0 G75 B80 R0 G75 B28 https://www.youtube.com/watch?v=8i4snWofThk Microsoft Build: NBA Utilizes Microsoft AI and Azure Cognitive Search Cognitive Azure and AI Microsoft Utilizes NBA Build: Microsoft White Light Gray Gray Mid Gray Dark Gray Rich Black R255 G255 B255 R230 G230 B230 R210 G210 B210 R115 G115 B115 R80 G80 B80 R0 G0 B0

Light Yellow Light Orange Light Magenta Light Purple Light Blue Light Teal Light Green R255 G241 B0 R255 G140 B0 R227 G0 B140 R180 G160 B255 R0 G188 B242 R0 G178 B148 R186 G216 B10

Yellow Orange Red Magenta Purple Blue Teal Green R255 G185 B0 R216 G59 B1 R232 G17 B35 R180 G0 B158 R92 G45 B145 R0 G120 B215 R0 G130 B114 R16 G124 B16

Mid Blue R0 G24 B143

Dark Red Dark Magenta Dark Purple Dark Blue Dark Teal Dark Green R168 G0 B0 R92 G0 B92 R50 G20 B90 R0 G32 B80 R0 G75 B80 R0 G75 B28

Demo Cognitive Search Cognitive White Light Gray Gray Mid Gray Dark Gray Rich Black R255 G255 B255 R230 G230 B230 R210 G210 B210 R115 G115 B115 R80 G80 B80 R0 G0 B0

Light Yellow Light Orange Light Magenta Light Purple Light Blue Light Teal Light Green R255 G241 B0 R255 G140 B0 R227 G0 B140 R180 G160 B255 R0 G188 B242 R0 G178 B148 R186 G216 B10

Yellow Orange Red Magenta Purple Blue Teal Green R255 G185 B0 R216 G59 B1 R232 G17 B35 R180 G0 B158 R92 G45 B145 R0 G120 B215 R0 G130 B114 R16 G124 B16

Mid Blue R0 G24 B143

Dark Red Dark Magenta Dark Purple Dark Blue Dark Teal Dark Green R168 G0 B0 R92 G0 B92 R50 G20 B90 R0 G32 B80 R0 G75 B80 R0 G75 B28

Demo Cognitive Search Cognitive White Light Gray Gray Mid Gray Dark Gray Rich Black R255 G255 B255 R230 G230 B230 R210 G210 B210 R115 G115 B115 R80 G80 B80 R0 G0 B0

Dark Red Dark Magenta Dark Purple Dark Blue Dark Teal Dark Green R168 G0 B0 R92 G0 B92 R50 G20 B90 R0 G32 B80 R0 G75 B80 R0 G75 B28 management Icertis Icertis contract 3 Index utomatic A extraction translation Named Named identity 2 scoring custom and and ofcustomout box the anguage detection L GDPR GDPR risk — Search for GDPR Search clauses phrase phrase Clause ey extraction extraction K Cognitive skills classification Icertis Contract Management (ICM) Management Contract Icertis 1 Receive PDF PDF Receive contract email contract in White Light Gray Gray Mid Gray Dark Gray Rich Black R255 G255 B255 R230 G230 B230 R210 G210 B210 R115 G115 B115 R80 G80 B80 R0 G0 B0

White Light Gray Gray Mid Gray Dark Gray Rich Black R255 G255 B255 R230 G230 B230 R210 G210 B210 R115 G115 B115 R80 G80 B80 R0 G0 B0

Dark Red Dark Magenta Dark Purple Dark Blue Dark Teal Dark Green R168 G0 B0 R92 G0 B92 R50 G20 B90 R0 G32 B80 R0 G75 B80 R0 G75 B28 Onnx Search Edge FPGA Machine Machine Learning VMs Keras Language GPU Cloud Azure Machine Learning Speech TensorFlow CPU premises - On Vision Pytorch Azure Databricks Machine learning on Azure on learning Machine To deploy, manage models on intelligent cloud & edge cloud on intelligent models To deploy, manage Flexible Flexible deployment To accelerate deep learning Powerful infrastructure To empower data science and development teams development To empowerdatascience and Productive services To build advanced deep learning solutions deep advancedlearning To build Popular frameworks To simplify solution development solution To simplify Sophisticated Sophisticated pretrained models

White Light Gray Gray Mid Gray Dark Gray Rich Black R255 G255 B255 R230 G230 B230 R210 G210 B210 R115 G115 B115 R80 G80 B80 R0 G0 B0

Dark Red Dark Magenta Dark Purple Dark Blue Dark Teal Dark Green R0 G32 B80 R0 G75 B80 R0 G75 B28 R168 G0 B0 R92 G0 B92 R50 G20 B90 Azure Databricks Workspace Databricks Azure White Light Gray Gray Mid Gray Dark Gray Rich Black R255 G255 B255 R230 G230 B230 R210 G210 B210 R115 G115 B115 R80 G80 B80 R0 G0 B0

Dark Red Dark Magenta Dark Purple Dark Blue Dark Teal Dark Green R168 G0 B0 R92 G0 B92 R50 G20 B90 R0 G32 B80 R0 G75 B80 R0 G75 B28 LOGICAL ARCHITECTURE White Light Gray Gray Mid Gray Dark Gray Rich Black R255 G255 B255 R230 G230 B230 R210 G210 B210 R115 G115 B115 R80 G80 B80 R0 G0 B0

Dark Red Dark Magenta Dark Purple Dark Blue Dark Teal Dark Green R168 G0 B0 R92 G0 B92 R50 G20 B90 R0 G32 B80 R0 G75 B80 R0 G75 B28 Train deploy& Train Deploy Retrain models Retrain Capture model telemetry model Capture Flexible deployment Flexible Manage models in production models Manage Model optimization for cloud & edge & cloud for optimization Model Deploy and manage models on intelligent cloud and edge Train deploy& Train White Light Gray Gray Mid Gray Dark Gray Rich Black R255 G255 B255 R230 G230 B230 R210 G210 B210 R115 G115 B115 R80 G80 B80 R0 G0 B0

Dark Red Dark Magenta Dark Purple Dark Blue Dark Teal Dark Green R168 G0 B0 R92 G0 B92 R50 G20 B90 R0 G32 B80 R0 G75 B80 R0 G75 B28 iot - ai - DataSnowman | GitHub https://github.com/Azure/data Big Data/AI Advanced Workload Lead Workload Advanced Big Data/AI – DataSnowman @ Intelligent Cloud Intelligent | – | WW | WW INTELLIGENT CLOUD [email protected] 9068 9068 |

arwin Schweitzer Please check out Data and AI and IoT resources at IoTAI resources and and Please check out Data D Business (WCB) Commercial Worldwide (425) 638 Q & A & Q

White Light Gray Gray Mid Gray Dark Gray Rich Black R255 G255 B255 R230 G230 B230 R210 G210 B210 R115 G115 B115 R80 G80 B80 R0 G0 B0

Dark Red Dark Magenta Dark Purple Dark Blue Dark Teal Dark Green R0 G32 B80 R0 G75 B80 R0 G75 B28 R168 G0 B0 R92 G0 B92 R50 G20 B90 Thank you Thank