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Learn Live: Data-driven AI applications and multi-modal search

Microsoft Reactor
106K subscribers
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50K views Streamed 6 months ago #MicrosoftReactor #learnlivefromonlineguru
Curious about AI but unsure where to begin? Feeling lost with terms like vectors, embeddings, Generative AI, and models? This session is designed for you! Join our experts as we dive into building AI applications in Python with cutting-edge technology and models. We'll enhance a serverless Python application using Azure Functions, incorporating AI to enrich and improve the user experience. Using data from Azure Cosmos DB, we’ll tailor AI models to fit our event-driven application scenarios. Additionally, we’ll share practical tips on scaling and deploying AI applications for you to takeaway. Follow along with these modules at https://aka.ms/learn-live/ep1 Check out the entire series: https://aka.ms/S-1381 This series is part of the “Build Intelligent Apps” initiative. Learn more at https://aka.ms/intelligent-apps #MicrosoftReactor #learnlivefromonlineguru 00:00:10 - Introduction and welcome 00:01:01 - Machine Learning vs Artificial …...more
...more
Learn Live: Data-driven AI applications and multi-modal search
Curious about AI but unsure where to begin? Feeling lost with terms like vectors, embeddings, Generative AI, and models? This session is designed for you! Join our experts as we dive into building AI applications in Python with cutting-edge technology and models. We'll enhance a serverless Python application using Azure Functions, incorporating AI to enrich and improve the user experience. Using data from Azure Cosmos DB, we’ll tailor AI models to fit our event-driven application scenarios. Additionally, we’ll share practical tips on scaling and deploying AI applications for you to takeaway. Follow along with these modules at https://aka.ms/learn-live/ep1 Check out the entire series: https://aka.ms/S-1381 This series is part of the “Build Intelligent Apps” initiative. Learn more at https://aka.ms/intelligent-apps #MicrosoftReactor #learnlivefromonlineguru 00:00:10 - Introduction and welcome 00:01:01 - Machine Learning vs Artificial Intelligence 00:05:25 - OpenAI Models 00:07:18 - Large Language Models (LLMs) 00:12:22 - Incorporating domain knowledge 00:13:55 - Demo 1; e-Store 00:22:48 - Vectors 101 00:36:07 - Question from the audience (How do vector databases handle large-scale transactions) 00:40:53 - Demo 2; e-Store 00:49:26 - Question from the audience (comparing vector technologies) 00:58:45 - Session resources [eventID:23495]

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Microsoft Reactor

106K subscribers
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