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Darwin SchweitzerBig Data/AI Advanced Workload Lead
Custom AI Solutions with Azure DatabricksMaking AI real for your business
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Choice of Clockwise or Counter-clockwise
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Azure Machine Learning Data Prep SDK
Databricks and Python or Scala
Data Factory Data Flow with Databricks
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Options for an End-to-End Solution
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Azure AI
Azure Cognitive Services
Azure Bot Service
Azure Cognitive Search Azure Databricks
Azure Machine Learning
Azure AI Infrastructure
Knowledge miningAI apps & agents Machine learning
![Page 9: Custom AI Solutions with Azure Databricks...Big Data/AI Advanced Workload Lead Custom AI Solutions with Azure Databricks Making AI real for your business. Choice of Clockwise or Counter-clockwise](https://reader034.vdocuments.site/reader034/viewer/2022042315/5f0435077e708231d40cd79a/html5/thumbnails/9.jpg)
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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
![Page 10: Custom AI Solutions with Azure Databricks...Big Data/AI Advanced Workload Lead Custom AI Solutions with Azure Databricks Making AI real for your business. Choice of Clockwise or Counter-clockwise](https://reader034.vdocuments.site/reader034/viewer/2022042315/5f0435077e708231d40cd79a/html5/thumbnails/10.jpg)
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Productive Machine Learning servicesEmpower data science and development teams
Individual data scientists
Desktop solutions adequate
Need cloud for sporadic compute needs
Machine Learning VMs
Integrated data science & data engineering teams
Desktop solutions not adequate
Need a unified big data & machine learning solution
Azure Machine LearningAzure Databricks
+
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https://github.com/DataSnowman/MLonBigData
![Page 12: Custom AI Solutions with Azure Databricks...Big Data/AI Advanced Workload Lead Custom AI Solutions with Azure Databricks Making AI real for your business. Choice of Clockwise or Counter-clockwise](https://reader034.vdocuments.site/reader034/viewer/2022042315/5f0435077e708231d40cd79a/html5/thumbnails/12.jpg)
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Original Data Scientist Work
![Page 13: Custom AI Solutions with Azure Databricks...Big Data/AI Advanced Workload Lead Custom AI Solutions with Azure Databricks Making AI real for your business. Choice of Clockwise or Counter-clockwise](https://reader034.vdocuments.site/reader034/viewer/2022042315/5f0435077e708231d40cd79a/html5/thumbnails/13.jpg)
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Bike Buyer Dataset
![Page 14: Custom AI Solutions with Azure Databricks...Big Data/AI Advanced Workload Lead Custom AI Solutions with Azure Databricks Making AI real for your business. Choice of Clockwise or Counter-clockwise](https://reader034.vdocuments.site/reader034/viewer/2022042315/5f0435077e708231d40cd79a/html5/thumbnails/14.jpg)
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Jupyter Notebook
![Page 15: Custom AI Solutions with Azure Databricks...Big Data/AI Advanced Workload Lead Custom AI Solutions with Azure Databricks Making AI real for your business. Choice of Clockwise or Counter-clockwise](https://reader034.vdocuments.site/reader034/viewer/2022042315/5f0435077e708231d40cd79a/html5/thumbnails/15.jpg)
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230Anaconda
and Jupyter
Demo
![Page 16: Custom AI Solutions with Azure Databricks...Big Data/AI Advanced Workload Lead Custom AI Solutions with Azure Databricks Making AI real for your business. Choice of Clockwise or Counter-clockwise](https://reader034.vdocuments.site/reader034/viewer/2022042315/5f0435077e708231d40cd79a/html5/thumbnails/16.jpg)
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Azure Databricks Workspace
![Page 17: Custom AI Solutions with Azure Databricks...Big Data/AI Advanced Workload Lead Custom AI Solutions with Azure Databricks Making AI real for your business. Choice of Clockwise or Counter-clockwise](https://reader034.vdocuments.site/reader034/viewer/2022042315/5f0435077e708231d40cd79a/html5/thumbnails/17.jpg)
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Data Engineering with Azure Databricks Notebook
![Page 18: Custom AI Solutions with Azure Databricks...Big Data/AI Advanced Workload Lead Custom AI Solutions with Azure Databricks Making AI real for your business. Choice of Clockwise or Counter-clockwise](https://reader034.vdocuments.site/reader034/viewer/2022042315/5f0435077e708231d40cd79a/html5/thumbnails/18.jpg)
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Join and Transform Datasets
adworks-bike-purchases.csv
potential-bike-buyers.csv
![Page 19: Custom AI Solutions with Azure Databricks...Big Data/AI Advanced Workload Lead Custom AI Solutions with Azure Databricks Making AI real for your business. Choice of Clockwise or Counter-clockwise](https://reader034.vdocuments.site/reader034/viewer/2022042315/5f0435077e708231d40cd79a/html5/thumbnails/19.jpg)
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Batch Processing with Azure Databricks Notebook
![Page 20: Custom AI Solutions with Azure Databricks...Big Data/AI Advanced Workload Lead Custom AI Solutions with Azure Databricks Making AI real for your business. Choice of Clockwise or Counter-clockwise](https://reader034.vdocuments.site/reader034/viewer/2022042315/5f0435077e708231d40cd79a/html5/thumbnails/20.jpg)
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230Azure Databricks
and Azure ML service
Demo
![Page 21: Custom AI Solutions with Azure Databricks...Big Data/AI Advanced Workload Lead Custom AI Solutions with Azure Databricks Making AI real for your business. Choice of Clockwise or Counter-clockwise](https://reader034.vdocuments.site/reader034/viewer/2022042315/5f0435077e708231d40cd79a/html5/thumbnails/21.jpg)
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Data Engineering with Azure Data Factory with Data Flow
![Page 22: Custom AI Solutions with Azure Databricks...Big Data/AI Advanced Workload Lead Custom AI Solutions with Azure Databricks Making AI real for your business. Choice of Clockwise or Counter-clockwise](https://reader034.vdocuments.site/reader034/viewer/2022042315/5f0435077e708231d40cd79a/html5/thumbnails/22.jpg)
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Batch Processing with Azure Data Factory with Data Flow
Microsoft Azure Data Factory Visual Data Flow Limited Preview
GitHub Repo with Documentation Videos
![Page 23: Custom AI Solutions with Azure Databricks...Big Data/AI Advanced Workload Lead Custom AI Solutions with Azure Databricks Making AI real for your business. Choice of Clockwise or Counter-clockwise](https://reader034.vdocuments.site/reader034/viewer/2022042315/5f0435077e708231d40cd79a/html5/thumbnails/23.jpg)
Lig
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230Azure Data Factory
with Data Flow
Demo
![Page 24: Custom AI Solutions with Azure Databricks...Big Data/AI Advanced Workload Lead Custom AI Solutions with Azure Databricks Making AI real for your business. Choice of Clockwise or Counter-clockwise](https://reader034.vdocuments.site/reader034/viewer/2022042315/5f0435077e708231d40cd79a/html5/thumbnails/24.jpg)
Lig
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Data Science with Azure Databricks and AML service
![Page 25: Custom AI Solutions with Azure Databricks...Big Data/AI Advanced Workload Lead Custom AI Solutions with Azure Databricks Making AI real for your business. Choice of Clockwise or Counter-clockwise](https://reader034.vdocuments.site/reader034/viewer/2022042315/5f0435077e708231d40cd79a/html5/thumbnails/25.jpg)
Lig
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Azure Machine Learning Workspace
![Page 26: Custom AI Solutions with Azure Databricks...Big Data/AI Advanced Workload Lead Custom AI Solutions with Azure Databricks Making AI real for your business. Choice of Clockwise or Counter-clockwise](https://reader034.vdocuments.site/reader034/viewer/2022042315/5f0435077e708231d40cd79a/html5/thumbnails/26.jpg)
Lig
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230Azure Databricks
and Azure ML service
Demo
![Page 27: Custom AI Solutions with Azure Databricks...Big Data/AI Advanced Workload Lead Custom AI Solutions with Azure Databricks Making AI real for your business. Choice of Clockwise or Counter-clockwise](https://reader034.vdocuments.site/reader034/viewer/2022042315/5f0435077e708231d40cd79a/html5/thumbnails/27.jpg)
Lig
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Azure Databricks AML SDK Sample Notebooks
https://github.com/Azure/MachineLearningNotebooks/tree/master/databricks
![Page 28: Custom AI Solutions with Azure Databricks...Big Data/AI Advanced Workload Lead Custom AI Solutions with Azure Databricks Making AI real for your business. Choice of Clockwise or Counter-clockwise](https://reader034.vdocuments.site/reader034/viewer/2022042315/5f0435077e708231d40cd79a/html5/thumbnails/28.jpg)
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End-to-end Custom AI Solution
Data Engineering
Data Science
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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
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ADF
AML
SQL
DW
SQL DB
IoT
AI
Agents
AI Apps
Machine Learning on Big Data using Azure Databricks
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L O G I C A L A R C H I T E C T U R E
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Azure Machine Learning service
https://github.com/Azure/MachineLearningNotebooks
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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
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Thank you