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Getting Your AI Models To The Production Start Line'

Microsoft Reactor
114K subscribers
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390 views Streamed 1 year ago #ai #machinelearning #startups
Getting AI models into production is hard. To begin with there are many different model building frameworks on the market to choose from and each comes with a unique way to package them for production adding to the complexity for getting to the production start line. In this session we will cover getting the model framework of your choice to production in a standardized way as well as using ML model registry for version control as the models move between training, production, monitoring, and deployment. Resources: Try this Computer Vision model and other common AI use cases using the Wallaroo.AI Azure Inference Server Freemium Offer on Azure Marketplace (https://portal.azure.com) and also try the Free Wallaroo.AI Community Edition (https://portal.wallaroo.community/) Check out the Wallaroo.AI series! https://aka.ms/Wallaroo.AI Azure Marketplace Freemium Plans - https://aka.ms/Wallaroo.AI-Free #Wallaroo.ai #machinelearning #azuremarketplace #microsoftreactor #ai #startups [eventID:21769] ...more
...more
Getting Your AI Models To The Production Start Line'
Getting AI models into production is hard. To begin with there are many different model building frameworks on the market to choose from and each comes with a unique way to package them for production adding to the complexity for getting to the production start line. In this session we will cover getting the model framework of your choice to production in a standardized way as well as using ML model registry for version control as the models move between training, production, monitoring, and deployment. Resources: Try this Computer Vision model and other common AI use cases using the Wallaroo.AI Azure Inference Server Freemium Offer on Azure Marketplace (https://portal.azure.com) and also try the Free Wallaroo.AI Community Edition (https://portal.wallaroo.community/) Check out the Wallaroo.AI series! https://aka.ms/Wallaroo.AI Azure Marketplace Freemium Plans - https://aka.ms/Wallaroo.AI-Free #Wallaroo.ai #machinelearning #azuremarketplace #microsoftreactor #ai #startups [eventID:21769]

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Microsoft Reactor

114K subscribers
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