Learn how Managed Instance on Azure App Service is purpose-built to remove common migration blockers, from file access and custom installers, to system commands, by running legacy ASP.NET apps without code changes. Get proven tactics to accelerate migration, gain higher performance, efficiently scale, and lower TCO. Plus, see how the platform helps to integrate with the Azure AI ecosystem and add AI innovation to your migrated applications.

Publicly available data is rarely analysis-ready, hampering researchers, organizations, and the public from easily accessing the information these datasets contain. One way to address this shortcoming is to "bake" the data into a structured format and ship it alongside code that can be used for analysis. For analytical work in particular, DuckDB provides a performant way to query the structured data in a variety of contexts.

This talk will explore the benefits and tradeoffs of this architectural pattern using the design of scipeds–an open source Python package for analyzing higher-education data in the US–as a case study.

No DuckDB experience required, beginner Python and programming experience recommended. This talk is aimed at data practitioners, especially those who work with public datasets.

Delta Kernel makes it easy for engines and connectors to read and write Delta tables. It supports many Delta features and robust connectors, including DuckDB, Clickhouse, Spice AI and delta-dotnet. In this session, we'll cover lessons learned about how to build a high-performance library that lets engines integrate the way they want, while not having to worry about the details of the Delta protocol. We'll talk through how we streamlined the API as well as its changes and underlying motivations. We'll discuss some new highlight features like write support, and the ability to do CDF scans. Finally we'll cover the future roadmap for the Kernel project and what you can expect from the project over the coming year.

Connect an existing ASP.NET Core Blazor web application to Azure Cosmos DB for NoSQL and Azure OpenAI using their .NET SDKs. Your code manages and queries items in an API for NoSQL container. Your code also sends prompts to Azure OpenAI and parses the responses. This LIVE session is presented by two experts, and our moderators will answer your questions directly in the chat.

𝗦𝗽𝗲𝗮𝗸𝗲𝗿𝘀: * B Jb * Julia Muiruri * Tim Fish * Akah Mandela Munab * DMITRII SOLOVEV * Jay Gordon * Julian Sharp * Konstantin Berezovsky * DE Producer 9 * Olivia Guzzardo

𝗦𝗲𝘀𝘀𝗶𝗼𝗻 𝗜𝗻𝗳𝗼𝗿𝗺𝗮𝘁𝗶𝗼𝗻: This video is one of many sessions delivered for the Microsoft Ignite 2023 event. View sessions on-demand and learn more about Microsoft Ignite at https://ignite.microsoft.com

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