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SaaS-ification resources for ISVs
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Collect Data + AI Content for ISVs #6

Open daphnecys opened 3 years ago

daphnecys commented 3 years ago

Project Wisdom materials: https://github.com/mapact/ProjectWisdom

daphnecys commented 3 years ago

MS Learn: https://docs.microsoft.com/en-us/azure/azure-sql/database/saas-tenancy-app-design-patterns More general, but covering a bit on data architecture: https://docs.microsoft.com/en-us/azure/architecture/example-scenario/multi-saas/multitenant-saas Blog: https://azure.microsoft.com/en-us/blog/azure-cosmos-db-and-multi-tenant-systems/

daphnecys commented 3 years ago

https://www.microsoft.com/en-us/ai/ai-business-school https://ready.azurewebsites.net/MyRole/explore/3105/ https://microsoft.sharepoint.com/:p:/r/teams/AIBusinessSchoolforEmployees/_layouts/15/Doc.aspx?sourcedoc=%7B55A070C4-E099-460A-B9B3-D71262C8D825%7D&file=AI%20Business%20School%20Summary%20Deck.pptx&action=edit&mobileredirect=true&DefaultItemOpen=1

daphnecys commented 3 years ago

MLOps: https://azure.microsoft.com/en-us/blog/mlops-the-path-to-building-a-competitive-edge/ https://azure.microsoft.com/mediahandler/files/resourcefiles/gigaom-Delivering-on-the-Vision-of-MLOps/Delivering%20on%20the%20Vision%20of%20MLOps.pdf On demand webminars: https://info.microsoft.com/ww-ondemand-accelerate-the-machine-learning-lifecycle-with-mlops.html

Data Science DevOps: https://docs.microsoft.com/en-us/azure/machine-learning/team-data-science-process/team-data-science-process-for-devops

Deploy models in production: https://docs.microsoft.com/en-us/azure/machine-learning/team-data-science-process/deploy-models-in-production

Predictive Maintenance: https://docs.microsoft.com/en-us/azure/machine-learning/team-data-science-process/predictive-maintenance-playbook

daphnecys commented 3 years ago

Accelerate ML lifecycle with MLOps webinar: https://info.microsoft.com/ww-ondemand-accelerate-the-machine-learning-lifecycle-with-mlops.html

daphnecys commented 3 years ago

Kickstart Azure Data Warehouse project: https://github.com/Microsoft/sql-data-warehouse-samples

Azure Synapse: https://github.com/MicrosoftDocs/azure-docs/blob/master/articles/synapse-analytics/sql-data-warehouse/sql-data-warehouse-load-from-azure-blob-storage-with-polybase.md https://github.com/MicrosoftDocs/azure-docs/blob/master/articles/synapse-analytics/sql-data-warehouse/sql-data-warehouse-overview-develop.md

DataOps: https://github.com/Azure-Samples/modern-data-warehouse-dataops Automation: https://github.com/kylgrn/tf_azure_mdw

daphnecys commented 3 years ago

https://channel9.msdn.com/Events/de-code/2016/DBP-010?ocid=player https://docs.microsoft.com/en-us/azure/architecture/data-guide/relational-data/data-warehousing