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Azure AI to train and fine-tune custom LLMs with Distributed Training | BRK120

Unlock the potential of custom large language models (LLMs) with Azure AI's powerful infrastructure. This session explores Azure Machine Learning and Azure AI infrastructure, including ND H100 and H200 series. Learn how to leverage distributed training to enhance scalability, performance, and efficiency. We'll cover practical techniques for optimizing LLM training workflows, ensuring you can harness the full potential of Azure AI to accelerate your AI projects.

๐—ฆ๐—ฝ๐—ฒ๐—ฎ๐—ธ๐—ฒ๐—ฟ๐˜€: * John Lee * Ben Levine * Yogi Pandey * Alejandra Rico

๐—ฆ๐—ฒ๐˜€๐˜€๐—ถ๐—ผ๐—ป ๐—œ๐—ป๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐˜๐—ถ๐—ผ๐—ป: This is one of many sessions from the Microsoft Ignite 2024 event. View even more sessions on-demand and learn about Microsoft Ignite at https://ignite.microsoft.com

BRK120 | English (US) | AI

MSIgnite

Azure AI Foundry and the dev toolchain to infuse AI in all your apps | BRK119

Unlock the power of GenAIOps and accelerate your AI apps from development to production with familiar tools. Learn to get started with AI templates, streamline prompt engineering with Prompty, build apps with SDKs like LangChain, and automate deployment using GitHub Actions. Plus, hear from a real customer who successfully implemented GenAIOps with Azure AI Foundry. Get ready to scale your AI projects effortlessly!

To learn more, please check out these resources: * https://aka.ms/Ignite24Plan-ModernizeAppsforAI * https://techcommunity.microsoft.com/blog/aiplatformblog/the-future-of-ai-the-paradigm-shifts-in-generative-ai-operations/4254216

๐—ฆ๐—ฝ๐—ฒ๐—ฎ๐—ธ๐—ฒ๐—ฟ๐˜€: * Callum Anderson * Marlene Mhangami * Trupti Parkar * Dan Taylor

๐—ฆ๐—ฒ๐˜€๐˜€๐—ถ๐—ผ๐—ป ๐—œ๐—ป๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐˜๐—ถ๐—ผ๐—ป: This is one of many sessions from the Microsoft Ignite 2024 event. View even more sessions on-demand and learn about Microsoft Ignite at https://ignite.microsoft.com

BRK119 | English (US) | AI

MSIgnite

Lessons from Toyota for building durable multi-agent copilots | BRK117

Discover the power of GenAI in Toyotaโ€™s powertrain development. Learn how Toyota improves information collection, enhances decision-making, and boosts productivity for powertrain engineers with a multi-agent system built with Azure AI Foundry and Azure Cosmos DB. Join us to get a glimpse into the future of agent technology and data management with Azure, and hear from Toyota first-hand how they are using AI to innovate vehicle design.

๐—ฆ๐—ฝ๐—ฒ๐—ฎ๐—ธ๐—ฒ๐—ฟ๐˜€: * Mark Brown * Marco Casalaina * Kosuke Miyasaka * Kenji Onishi

๐—ฆ๐—ฒ๐˜€๐˜€๐—ถ๐—ผ๐—ป ๐—œ๐—ป๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐˜๐—ถ๐—ผ๐—ป: This is one of many sessions from the Microsoft Ignite 2024 event. View even more sessions on-demand and learn about Microsoft Ignite at https://ignite.microsoft.com

BRK117 | English (US) | AI

MSIgnite

AI powered innovation: EY and Azure AI's inclusive journey | BRK116

Microsoft and EY are driving a more inclusive AI industry through groundbreaking collaboration. EYโ€™s Neuro-Diverse Center of Excellence and Microsoftโ€™s Azure AI came together in an iterative co-design process to improve accessibility in Azure AI Foundry, driven by a shared inclusive design philosophy. Hear firsthand experiences from developers and discuss how inclusive innovation can lead to a more equitable AI-driven world, allowing developers of all abilities to thrive in the age of AI.

To learn more, please check out these resources: * https://aka.ms/Ignite24Plan-AccelerateGenerativeAI * https://aka.ms/IgniteEYStory * https://inclusive.microsoft.design/

๐—ฆ๐—ฝ๐—ฒ๐—ฎ๐—ธ๐—ฒ๐—ฟ๐˜€: * John Franzen * Ailsa Leen * David Mondello * Heather Tartaglia

๐—ฆ๐—ฒ๐˜€๐˜€๐—ถ๐—ผ๐—ป ๐—œ๐—ป๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐˜๐—ถ๐—ผ๐—ป: This is one of many sessions from the Microsoft Ignite 2024 event. View even more sessions on-demand and learn about Microsoft Ignite at https://ignite.microsoft.com

BRK116 | English (US) | AI

MSIgnite

Trustworthy AI: Advanced AI risk evaluation and mitigation | BRK113

New challenges and threats are emerging as AI evolves. Learn how Azure AIโ€™s advanced responsible AI tooling, including Azure AI Content Safety and built-in safety tools in Azure AI Foundry like evaluations and monitoring, can help mitigate these risks. This session covers responsible AI tooling announcements from Azure and will equip you with essential strategies and tools for deploying responsible AI applications.

๐—ฆ๐—ฝ๐—ฒ๐—ฎ๐—ธ๐—ฒ๐—ฟ๐˜€: * Sarah Bird * Anna Maria Brunnhofer-Pedemonte * Markus Mooslechner * Mehrnoosh Sameki * Paul Shealy

๐—ฆ๐—ฒ๐˜€๐˜€๐—ถ๐—ผ๐—ป ๐—œ๐—ป๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐˜๐—ถ๐—ผ๐—ป: This is one of many sessions from the Microsoft Ignite 2024 event. View even more sessions on-demand and learn about Microsoft Ignite at https://ignite.microsoft.com

BRK113 | English (US) | AI

MSIgnite

Unveiling a new Azure AI multimodal service | BRK111

Join us as we introduce a groundbreaking new multimodal service as part of the Azure AI portfolio - Azure AI Content Understanding. Discover how we are helping enterprises build the next-generation of multimodal AI apps by streamlining data processing workflows with an efficient setup, grounding mechanisms, and confidence scores for modalities such as documents, images, video, and audio. Learn how WPP and Numonix are delivering new customer experiences using the new Azure AI service.

To learn more, please check out these resources: * https://aka.ms/Ignite24Plan-ModernizeAppsforAI * https://aka.ms/content-understanding-launch-blog * https://aka.ms/content-understanding

๐—ฆ๐—ฝ๐—ฒ๐—ฎ๐—ธ๐—ฒ๐—ฟ๐˜€: * Selena Cameron * Marco Casalaina * Evan Kahan * Vinod Kurpad

๐—ฆ๐—ฒ๐˜€๐˜€๐—ถ๐—ผ๐—ป ๐—œ๐—ป๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐˜๐—ถ๐—ผ๐—ป: This is one of many sessions from the Microsoft Ignite 2024 event. View even more sessions on-demand and learn about Microsoft Ignite at https://ignite.microsoft.com

BRK111 | English (US) | AI

MSIgnite

Solving the unsolvable: o1 models for breakthrough reasoning on Azure | BRK110

OpenAIโ€™s o1 models on Azure are revolutionizing complex problem solving across math, science, and advanced applications. With capabilities in algorithm generation, scientific data analysis, and intricate reasoning tasks, o1 models offer unmatched solutions for developers and enterprises alike. Join us to explore how these models can tackle the toughest challenges, with built-in safety features ensuring secure deployments.

๐—ฆ๐—ฝ๐—ฒ๐—ฎ๐—ธ๐—ฒ๐—ฟ๐˜€: * Marco Casalaina * Jennifer Marsman

๐—ฆ๐—ฒ๐˜€๐˜€๐—ถ๐—ผ๐—ป ๐—œ๐—ป๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐˜๐—ถ๐—ผ๐—ป: This is one of many sessions from the Microsoft Ignite 2024 event. View even more sessions on-demand and learn about Microsoft Ignite at https://ignite.microsoft.com

BRK110 | English (US) | AI

MSIgnite

Unveiling new real time speech and video translation innovations | BRK109

Communicating effectively with people in different languages is the new necessity of our age. Enterprises are looking to eliminate conversation barriers with their customers and internal stakeholders. Join us as we unveil new real-time speech translation and video translation capabilities in Azure AI Speech. These along with custom avatars and voices are elevating brand value for customers across the globe.

๐—ฆ๐—ฝ๐—ฒ๐—ฎ๐—ธ๐—ฒ๐—ฟ๐˜€: * Beth Adamo Lenhoff * Jacky Kang * Dong Li * minggao wang

๐—ฆ๐—ฒ๐˜€๐˜€๐—ถ๐—ผ๐—ป ๐—œ๐—ป๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐˜๐—ถ๐—ผ๐—ป: This is one of many sessions from the Microsoft Ignite 2024 event. View even more sessions on-demand and learn about Microsoft Ignite at https://ignite.microsoft.com

BRK109 | English (US) | AI

MSIgnite

Advanced RAG with LlamaIndex Azure AI Search and Azure AI Foundry | BRK106

In this session for AI devs (or those just getting started), you'll get a quick primer on RAG (Retrieval-Augmented-Generation) fundamentals, then learn how to use LlamaIndex and Azure AI Search to rapidly build, test, and evaluate Advanced RAG applications. Join us for practical information on RAG, popular retrieval strategies and setting up your first data-grounded AI application.

๐—ฆ๐—ฝ๐—ฒ๐—ฎ๐—ธ๐—ฒ๐—ฟ๐˜€: * Farzad Sunavala * Laurie Voss

๐—ฆ๐—ฒ๐˜€๐˜€๐—ถ๐—ผ๐—ป ๐—œ๐—ป๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐˜๐—ถ๐—ผ๐—ป: This is one of many sessions from the Microsoft Ignite 2024 event. View even more sessions on-demand and learn about Microsoft Ignite at https://ignite.microsoft.com

BRK106 | English (US) | AI

MSIgnite

Azure AI Search: RAG for better results larger scale faster answers | BRK105

Azure AI Search is a full-featured knowledge retrieval system, built to power enterprise-ready RAG applications. Join this session to learn about our latest announcements and our continuous momentum for delivering trend-setting search, superior retrieval quality and enabling RAG at scale.

๐—ฆ๐—ฝ๐—ฒ๐—ฎ๐—ธ๐—ฒ๐—ฟ๐˜€: * Pablo Castro

๐—ฆ๐—ฒ๐˜€๐˜€๐—ถ๐—ผ๐—ป ๐—œ๐—ป๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐˜๐—ถ๐—ผ๐—ป: This is one of many sessions from the Microsoft Ignite 2024 event. View even more sessions on-demand and learn about Microsoft Ignite at https://ignite.microsoft.com

BRK105 | English (US) | AI

MSIgnite

How AT&T delivers RAG at scale | BRK104

What does RAG at scale look like? When building your own copilot, how do you know your application is delivering the responses as designed? Join our session with AT&T, where Mark will share how they built a RAG knowledge management platform on Azure AI Search, powering hundreds of GenAI applications across the organization. We will show how RAG quality is measured, and the variety of use cases built on top of this RAG platform. See what RAG at scale truly looks like in production.

๐—ฆ๐—ฝ๐—ฒ๐—ฎ๐—ธ๐—ฒ๐—ฟ๐˜€: * Mark Austin * Ben Tezcan

๐—ฆ๐—ฒ๐˜€๐˜€๐—ถ๐—ผ๐—ป ๐—œ๐—ป๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐˜๐—ถ๐—ผ๐—ป: This is one of many sessions from the Microsoft Ignite 2024 event. View even more sessions on-demand and learn about Microsoft Ignite at https://ignite.microsoft.com

BRK104 | English (US) | AI

MSIgnite

AI customization: Fine-tuning  Azure OpenAI Service models | BRK101

Dive deep into the world of fine-tuning with Azure OpenAI Service. We will guide you through the techniques and best practices that enable you to tailor AI models to meet your specific needs, optimizing performance for your unique applications. This session is perfect for developers and data scientists seeking to maximize AI effectiveness.

To learn more, please check out these resources: * https://aka.ms/Ignite24Plan-CreateAdvancedAISolutions * https://aka.ms/AOAI_FT

๐—ฆ๐—ฝ๐—ฒ๐—ฎ๐—ธ๐—ฒ๐—ฟ๐˜€: * Ami Patel * Anish Shah * Steve Sweetman

๐—ฆ๐—ฒ๐˜€๐˜€๐—ถ๐—ผ๐—ป ๐—œ๐—ป๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐˜๐—ถ๐—ผ๐—ป: This is one of many sessions from the Microsoft Ignite 2024 event. View even more sessions on-demand and learn about Microsoft Ignite at https://ignite.microsoft.com

BRK101 | English (US) | AI

MSIgnite

Help your customersโ€™ AI transformation with unified analytics | BRK210

Customers are embracing unified data and analytics to achieve more with their data and get ready for AI transformation, opening up a large and high growth opportunity for Microsoft partners. Microsoftโ€™s expanding set of AI-powered toolset, including Fabric and Azure Databricks, provide open and extensible platforms for customers to accelerate their AI journey. Understand the narrative, and the resources for positioning yourself to profit from this opportunity.

To learn more, please check out these resources: * https://aka.ms/Ignite24Plan-MicrosoftFabric * https://aka.ms/DataAICiaB * https://aka.ms/FabricPartnerResources * https://aka.ms/dreams * https://aka.ms/JoinFabricPartnerCommunity * https://www.fabricconf.com

๐—ฆ๐—ฝ๐—ฒ๐—ฎ๐—ธ๐—ฒ๐—ฟ๐˜€: * Ashley Asdourian * Wangui McKelvey

๐—ฆ๐—ฒ๐˜€๐˜€๐—ถ๐—ผ๐—ป ๐—œ๐—ป๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐˜๐—ถ๐—ผ๐—ป: This is one of many sessions from the Microsoft Ignite 2024 event. View even more sessions on-demand and learn about Microsoft Ignite at https://ignite.microsoft.com

BRK210 | English (US) | Data

MSIgnite

Azure AI Foundry: Effortless model selection - explore swap & scale faster | BRK118

Join us for an in-depth session where we explore the cutting-edge advancements in Azure AI Foundry model catalog featuring new model launches like Tsuzumi from NTT Data, Bria, and more. We'll also delve into new provisioning offers and discuss enterprise-ready promises, including VNet , AAD authentication, model inference API, and more. We'll invite NTT Data to present a demo on Tsuzumi and how customers can customize this domain-specific SLM in Azure AI Foundry.

๐—ฆ๐—ฝ๐—ฒ๐—ฎ๐—ธ๐—ฒ๐—ฟ๐˜€: * Kenji Motohashi * Facundo Santiago * Saumil Shrivastava

๐—ฆ๐—ฒ๐˜€๐˜€๐—ถ๐—ผ๐—ป ๐—œ๐—ป๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐˜๐—ถ๐—ผ๐—ป: This is one of many sessions from the Microsoft Ignite 2024 event. View even more sessions on-demand and learn about Microsoft Ignite at https://ignite.microsoft.com

BRK118 | English (US) | AI

MSIgnite

Coding the future of AI | BRK115

Across Visual Studio Code, GitHub, and Copilot SDK, Azure AI Foundry is everywhere developers want to be. Learn how the Azure AI Foundry SDK empowers teams to access their most popular models, integrate Azure AI into their apps, and develop faster with simplified coding experiences.

To learn more, please check out these resources: * https://aka.ms/Ignite24Plan-OperationalizeYourGenAISolutions * https://aka.ms/AzureAIFoundryportalIgnite2024Blog * https://aka.ms/AzureAIFoundrySDKAnnouncement * https://aka.ms/ADAI_OpGenAISols_Plan

๐—ฆ๐—ฝ๐—ฒ๐—ฎ๐—ธ๐—ฒ๐—ฟ๐˜€: * Rob Chambers * Dan Taylor

๐—ฆ๐—ฒ๐˜€๐˜€๐—ถ๐—ผ๐—ป ๐—œ๐—ป๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐˜๐—ถ๐—ผ๐—ป: This is one of many sessions from the Microsoft Ignite 2024 event. View even more sessions on-demand and learn about Microsoft Ignite at https://ignite.microsoft.com

BRK115 | English (US) | AI

MSIgnite

Introducing Azure AI Foundry Agent Service to scale your AI agents | BRK102

Explore how Azure AI Foundry seamlessly integrates with agents to create intelligent, responsive systems. We'll open up the session with Thermo Fisher who has created a multi-agent system to query across a vast store of disparate data. Marco and Mads will then walk you through the new Agent Service, offering practical examples and best practices for implementing AI agents in various business contexts.

To learn more, please check out these resources: * https://aka.ms/Ignite24Plan-AccelerateGenerativeAI * https://aka.ms/AgentRuntime

๐—ฆ๐—ฝ๐—ฒ๐—ฎ๐—ธ๐—ฒ๐—ฟ๐˜€: * Mads Bolaris * Marco Casalaina * Brian King * Lambert Ninteman

๐—ฆ๐—ฒ๐˜€๐˜€๐—ถ๐—ผ๐—ป ๐—œ๐—ป๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐˜๐—ถ๐—ผ๐—ป: This is one of many sessions from the Microsoft Ignite 2024 event. View even more sessions on-demand and learn about Microsoft Ignite at https://ignite.microsoft.com

BRK102 | English (US) | AI

MSIgnite

Improving accuracy of GenAI apps with Azure Database for PostgreSQL | BRK190

The success of GenAI apps is decided by the accuracy of their responses. Using Retrieval Augmented Generation (RAG), you can improve accuracy by grounding GenAI app responses in your data. In this session, explore advanced RAG techniques in Azure Database for PostgreSQL including new vector search algorithms, parameter tuning, hybrid search, semantic ranking, and the GraphRAG approach. See how customers are using these techniques to deploy corporate development platform for GenAI apps.

๐—ฆ๐—ฝ๐—ฒ๐—ฎ๐—ธ๐—ฒ๐—ฟ๐˜€: * Maxim Lukiyanov * Orhun Oezbek * Jay Yang

๐—ฆ๐—ฒ๐˜€๐˜€๐—ถ๐—ผ๐—ป ๐—œ๐—ป๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐˜๐—ถ๐—ผ๐—ป: This is one of many sessions from the Microsoft Ignite 2024 event. View even more sessions on-demand and learn about Microsoft Ignite at https://ignite.microsoft.com

BRK190 | English (US) | Data

MSIgnite

Fuel AI innovation with Azure Databases | BRK188

Data is the fuel for innovation, driving the development of transformative applications and artificial intelligence (AI). This session will explore how harnessing the power of data across the Azure databases portfolio can lead to groundbreaking advancements that enhance operational efficiency, deliver personalized user experiences, and revolutionize the way we interact with technology.

๐—ฆ๐—ฝ๐—ฒ๐—ฎ๐—ธ๐—ฒ๐—ฟ๐˜€: * Shireesh Thota * Arun Ulagaratchagan * James Codella * Charles Feddersen * Aditi Gupta * Bob Ward

๐—ฆ๐—ฒ๐˜€๐˜€๐—ถ๐—ผ๐—ป ๐—œ๐—ป๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐˜๐—ถ๐—ผ๐—ป: This is one of many sessions from the Microsoft Ignite 2024 event. View even more sessions on-demand and learn about Microsoft Ignite at https://ignite.microsoft.com

BRK188 | English (US) | Data

MSIgnite

Azure AI Foundry unlocking the AI revolution | BRK103

AI is driving a reinvention across your apps and powering new use cases across your business. Join us to learn how Azure AI Foundry is unlocking this AI revolution across all your apps and solutions.

๐—ฆ๐—ฝ๐—ฒ๐—ฎ๐—ธ๐—ฒ๐—ฟ๐˜€: * Asha Sharma

๐—ฆ๐—ฒ๐˜€๐˜€๐—ถ๐—ผ๐—ป ๐—œ๐—ป๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐˜๐—ถ๐—ผ๐—ป: This is one of many sessions from the Microsoft Ignite 2024 event. View even more sessions on-demand and learn about Microsoft Ignite at https://ignite.microsoft.com

BRK103 | English (US) | AI

MSIgnite

Azure OpenAI: the latest innovation for AI powered business value | BRK100

Begin Ignite 2024 with a deep dive into Azure OpenAI Serviceโ€™s latest product launches and capabilities. Steve Sweetman and Yina Arenas will lead a live demonstration, showcasing the power of Azure OpenAI Service in real-world applications. This session will provide attendees with a comprehensive understanding of how Azure OpenAI Service is revolutionizing industries and will feature a technical product leader from the NBA to join the speakers on stage, followed by a Q&A.

๐—ฆ๐—ฝ๐—ฒ๐—ฎ๐—ธ๐—ฒ๐—ฟ๐˜€: * Yina Arenas * Charlie Rohlf * Steve Sweetman

๐—ฆ๐—ฒ๐˜€๐˜€๐—ถ๐—ผ๐—ป ๐—œ๐—ป๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐˜๐—ถ๐—ผ๐—ป: This is one of many sessions from the Microsoft Ignite 2024 event. View even more sessions on-demand and learn about Microsoft Ignite at https://ignite.microsoft.com

BRK100 | English (US) | AI

MSIgnite