Uploaded July 2026 | Updated September 2026, 3 weeks ago
In the final session of our Microsoft IQ Deep Dive with Python series, we’ll explore Fabric IQ and how it connects AI experiences to structured business data. We’ll introduce the key concepts behind Fabric IQ, including ontologies and data agents, and show how they help describe, organize, and reason over operational data stored in OneLake. We’ll use the Microsoft Fabric API SDK in Python to connect to Fabric IQ, so that we can programmatically configure ontologies and answer questions about our data. All code demos will use Python and will be available in an open-source repository for you to deploy yourself. After the stream, join office hours in the [Microsoft Foundry Discord](http://aka.ms/aipython/oh) to ask follow-up questions.
📍 This session is a part of a series. Learn more here: https://aka.ms/IQDeepDivePython/yt
#MSFTReactor #learnconnectbuild #fabric #agents #python
[eventID:27338]
In the final session of our Microsoft IQ Deep Dive with Python series, we’ll explore Fabric IQ and how it connects AI experiences to structured business data. We’ll introduce the key concepts behind Fabric IQ, including ontologies and data agents, and show how they help describe, organize, and reason over operational data stored in OneLake. We’ll use the Microsoft Fabric API SDK in Python to connect to Fabric IQ, so that we can programmatically configure ontologies and answer questions about our data. All code demos will use Python and will be available in an open-source repository for you to deploy yourself. After the stream, join office hours in the [Microsoft Foundry Discord](http://aka.ms/aipython/oh) to ask follow-up questions.
📍 This session is a part of a series. Learn more here: https://aka.ms/IQDeepDivePython/yt
#MSFTReactor #learnconnectbuild #fabric #agents #python
[eventID:27338]
![What Is Microsoft Foundry Toolkit for VS Code? What’s New and How to Get Started
Explore the Microsoft Foundry Toolkit for VS Code and how it streamlines the development lifecycle for Microsoft Foundry hosted agents. Learn what the toolkit adds to your VS Code workflow, from agent scaffolding and model configuration to local debugging with Agent Inspector and deployment to Microsoft Foundry Agent Service. In addition, see the latest capabilities and experience improvements. Learnings: What Microsoft Foundry Toolkit for VS Code is and how it works. What’s new in the VS Code agent-development experience How to scaffold, configure, and run hosted agents locally.
📌 This event is part of a series. Learn more here: https://aka.ms/FoundryToolkitVSCode/series
🔗 Learn more by exploring the resources:
https://aka.ms/FoundryToolkit/VSCode
https://aka.ms/FoundryToolkit/VSCode/Overview
0:00:00 Introduction and Welcome
0:00:37 Housekeeping and Code of Conduct
0:01:18 Speaker Introductions
0:02:51 What is Microsoft Foundry?
0:09:24 Exploring Foundry Models
0:13:28 Using Foundry Toolkit for VS Code
0:17:16 The Foundry Agent Platform
0:19:46 Understanding Microsoft IQ Layers
0:22:46 Building an AI Agent: End-to-End Workflow
0:28:43 Creating Agents with Custom Code
0:34:41 Using the Agent Inspector for Local Debugging
0:46:25 Observability and Evaluation
0:51:24 Optimizing Agents with Foundry Skills
0:54:27 Q&A Session and Wrap-up
[eventID:27522] What Is Microsoft Foundry Toolkit for VS Code? What’s New and How to Get Started](https://i.ytimg.com/vi/MJ74JkUMI9Q/mqdefault.jpg)


[eventID:27510] Production-Grade Agents: Evaluation, Tracing, Security, and Operations](https://i.ytimg.com/vi/NI-MgkhNfeU/mqdefault.jpg)
![Get Certified DP-800: Secure, Optimize, & Ship SQL+AI Solutions (APAC)
DP-800 is not just about writing SQL. It’s about delivering database solutions that are secure, fast, and deployable in modern engineering environments. In this session, we’ll focus on the engineering practices that turn your database work into production-ready solutions.
0:00 Welcome & Housekeeping
1:18 Speaker Introductions
3:05 Data Days, Certification Vouchers & Study Groups
6:02 SQL AI Promptathon & Community Opportunities
8:48 Moderators & Live Chat Support
10:15 DP-800 Exam Overview
13:06 Module 1: Data Security & Compliance
13:46 Encryption Strategies in SQL
18:58 Encryption Layers: TDE, Column-Level & Always Encrypted
21:40 Dynamic Data Masking & Row-Level Security
25:31 Secure Access & Object-Level Permissions
28:52 Auditing & Compliance
31:41 Choosing the Right Security Control
34:41 Module 2: Database Performance Optimization
35:14 Azure SQL Service Tiers & Pricing Models
37:57 Isolation Levels & Concurrency
41:10 Execution Plans & Dynamic Management Views
44:01 Query Store & Performance Insights
45:32 Blocking & Deadlocks
48:08 Module 3: CI/CD with SQL Database Projects
48:46 DACPACs, Source Control & Schema Drift
52:02 GitHub Actions, Azure DevOps & Automated Testing
53:10 Data API Builder & Integrations
55:28 Change Tracking, CDC & Event-Driven Patterns
57:25 Key Takeaways & Exam Tips
58:43 DP-800 Study Resources & Practice Assessment
1:00:49 Session Wrap-Up
1:01:43 Feedback Survey & Closing Remarks
[eventID:27382] Get Certified DP-800: Secure, Optimize, & Ship SQL+AI Solutions (APAC)](https://i.ytimg.com/vi/NSqNlkVj85g/mqdefault.jpg)
![Certifícate: (DP-600) Fabric Analytics Engineer Conceptos Clave
¿Listo para enfrentar el DP-600? Ya sea que vengas de Power BI, estés explorando Microsoft Fabric o estés empezando desde cero, esta sesión te ayudará a entender en qué enfocarte y cómo comenzar.
En esta sesión, revisaremos los temas clave del examen DP-600, incluyendo ingesta de datos, transformación, modelado, visualización y gestión de soluciones analíticas en Microsoft Fabric. Tendrás una visión clara de lo que se espera y de cómo encajan todas las piezas.
También compartiremos consejos prácticos sobre cómo organizar tu aprendizaje y en qué priorizar tu tiempo. Si quieres profundizar, te guiaremos hacia sesiones on-demand por cada tema para que puedas seguir aprendiendo a tu propio ritmo.
🚀 Esta sesión forma parte de una serie. Descubre más: https://aka.ms/DataDaysSP/y
00:54 - Bienvenida y normas de la sesión
01:45 - Introducción al evento y objetivo del DP-600
03:00 - Presentación de los ponentes
04:20 - Data & AI Days y certificaciones Microsoft
06:40 - Beneficios de comunidad y vouchers
09:05 - Eventos, desafíos y campeonato de Power BI
11:25 - Agenda del DP-600 y estructura del examen
18:10 - Introducción a Microsoft Fabric
24:30 - Ingesta de datos: pipelines, dataflows y notebooks
32:00 - Arquitectura y flujo de datos en Fabric
39:40 - Modelos semánticos y Direct Lake
44:00 - Optimización, rendimiento y mejores prácticas
46:20 - Seguridad y gobierno de datos en Fabric
51:30 - Ciclo de desarrollo, automatización y DevOps
56:55 - Preparación para el examen DP-600
59:30 - Recursos, vouchers y community links
01:00:25 - Cierre de la sesión y despedida
Provide your feedback on BizChat
[eventID:27286] Certifícate: (DP-600) Fabric Analytics Engineer Conceptos Clave](https://i.ytimg.com/vi/NcJDON2yLHI/mqdefault.jpg)
![When One Agent Isnt Enough: Orchestrating Secure Parallel Agent Swarms
AI agents need to run code, call APIs, and fan out in parallel - but doing that safely at scale is hard.
This session shows how to build agentic workloads on hardware-isolated, sub-second, disposable compute that agents can provision themselves. Watch a live research-agent swarm spin up a fleet of secure sandboxes in parallel, run real work in true isolation, and tear it down automatically - with keyless auth throughout.
Powered by Azure Container Apps Sandboxes. Youll learn
• Why untrusted agent code and multi-agent fan-out break traditional container/VM approaches
• The pattern for safe, ephemeral, per-agent compute: isolation, instant start, scale-to-zero, snapshot/resume
• How agents can self-provision compute as a tool to extend their own capabilities
• Controlling blast radius with hardware isolation, egress policies, and keyless managed identity
• A working orchestration pattern for parallel agent swarms you can adapt to your own workloads
🔗 https://aka.ms/AzureContainerAppsSandbox
📌 This event is a part of a series, learn more here: https://aka.ms/BCNA
[eventID:27394] When One Agent Isnt Enough: Orchestrating Secure Parallel Agent Swarms](https://i.ytimg.com/vi/Nd3036clOCY/mqdefault.jpg)
![Certifique-se: Dia do Exame — O que esperar e como passar
Se preparando para o dia da prova? Esta sessão foi pensada para te ajudar a chegar com clareza e confiança.
Vamos detalhar como os exames realmente funcionam, incluindo os tipos de perguntas que você vai encontrar, como são estruturados e o que costuma pegar muita gente de surpresa. Você também vai ouvir diretamente de pessoas que já fizeram e passaram, com dicas reais sobre o que realmente funciona.
Também vamos compartilhar estratégias práticas para estudar, gerenciar seu tempo durante a prova e manter o foco nos momentos mais importantes. Esteja você começando agora ou perto da prova, esta sessão vai te ajudar a se sentir preparado.
📌Inscreva-se no Data Days: https://aka.ms/datadays
📌 Este evento faz parte de uma série, saiba mais aqui: https://aka.ms/datadays/pt-br
📌Recursos e material de estudos:
https://aka.ms/dp700/prepare
https://aka.ms/dp600/prepare
https://aka.ms/pl300/prepare
Capítulos:
0:00 - Introdução e Boas-vindas
0:59 - Apresentação dos palestrantes (Luís Santana e Brendel Gomes)
2:54 - Iniciativa Microsoft Data Days e recursos da comunidade
5:28 - Apresentação dos moderadores
6:07 - Agenda da sessão
7:01 - Como agendar o seu exame de certificação
8:05 - Dicas sobre o idioma da prova (Inglês vs. Português)
13:43 - Formato e pontuação dos exames
17:55 - Entendendo o peso dos conteúdos (Estudo do Guia)
20:28 - Maximizando a eficiência no dia do exame
23:35 - Dicas para exames online (ambiente e conexão)
27:09 - Revisão de questões e comportamento durante a prova
29:52 - Simulados oficiais da Microsoft
32:46 - Tour pela interface de exame
38:13 - Estudo de caso (Case Studies)
40:10 - Estratégias para o dia da prova
42:39 - Cuidados com interrupções e ambiente
45:41 - Resumo da preparação: Estudo, prática e comunidade
48:54 - Perguntas e respostas (Q&A)
51:24 - Considerações finais e encerramento
#microsoftreactor #learnconnectbuild
[eventID:272978] Certifique-se: Dia do Exame — O que esperar e como passar](https://i.ytimg.com/vi/O1KWeoDR6D4/mqdefault.jpg)
![Lets Learn GitHub Copilot App (Português)
Participe desta série online para iniciantes e descubra como começar a usar o GitHub Copilot, seu espaço central para gerenciar todo o ciclo de desenvolvimento, da ideia ao pull request.
Aprenda a trabalhar com agentes de IA para explorar issues, desenvolver funcionalidades e revisar alterações em paralelo, sem precisar alternar entre diferentes ferramentas.
Ao longo do evento, vamos mostrar na prática como o aplicativo do GitHub Copilot torna o desenvolvimento orientado por agentes mais eficiente. Você verá como sessões locais e na nuvem permitem investigar bugs, implementar recursos, responder a feedbacks e testar mudanças simultaneamente, sem conflitos ou interrupções. Não é necessário ter experiência prévia.
Basta trazer sua curiosidade e descobrir uma nova forma de desenvolver software com a ajuda do GitHub Copilot.
0:04 - Introdução e boas-vindas
1:22 - Apresentação das palestrantes
5:55 - Linha do tempo e evolução do GitHub Copilot
12:54 - Governança, agentes e esteira de desenvolvimento
16:37 - O ecossistema GitHub atual e produtividade
20:02 - GitHub Copilot App e desenvolvimento mobile
24:07 - Vantagens de um ecossistema unificado para agentes
31:04 - Automação de tarefas e revisão de código com IA
34:07 - Workshop: Mão na massa com GitHub Copilot App
46:47 - Workspaces e ambientes isolados
53:59 - Configurações de IA e modelos de linguagem
56:22 - Diferença entre modo interativo e Autopilot
1:04:03 - Configurações customizadas e políticas de projeto
1:14:46 - Funcionalidade Pick and Polish
1:19:16 - Fluxo de Pull Request e agentes de merge
1:26:30 - Uso de MCP Servers e integrações
1:31:22 - Verificação de merge e notificações
1:40:47 - Dicas sobre automações e próximos passos
[eventID:27392] Lets Learn GitHub Copilot App (Português)](https://i.ytimg.com/vi/O5ALS9rvTg8/mqdefault.jpg)
![Lets Learn GitHub Copilot SDK (Java)
Join this beginner-friendly livestream to learn how to build agentic applications with the GitHub Copilot SDK for Java, without implementing the agent loop yourself. Unlike calling a model API directly, the SDK gives your application programmatic access to Copilot’s agent runtime, including conversation management, planning, tool orchestration, streaming events, and session state. During the session, we’ll explore clients, sessions, prompts, and the agent runtime. You’ll learn how to create multi-turn conversations, stream responses in real time, expose application functions as tools, connect external capabilities through MCP servers, and control agent behavior with hooks and permission handlers. We’ll also help you understand when to use the Copilot SDK instead of the interactive Copilot CLI: use the CLI for developer tasks in the terminal, and use the SDK when you want to embed Copilot’s agentic capabilities in your own application or service. No prior experience with the GitHub Copilot SDK is required.
📌 This event is part of a series. Learn more here: https://aka.ms/letslearnghsdk/series
🔗 Learn more by exploring the resources: https://gh.io/letslearn-sdk
#MicrosoftReactor #LearnConnectBuild #GitHubCopilot #GitHubCopilotSDK
[eventID:27550] Lets Learn GitHub Copilot SDK (Java)](https://i.ytimg.com/vi/O7bJ4EAAFck/mqdefault.jpg)
![Model Mondays - Spotlight on Mistral models
Mistral models offer developers a versatile family of models for reasoning, coding, multilingual, and multimodal workloads, with options suited to different requirements for capability, speed, and efficiency.
Join us as we explore the Mistral family in Microsoft Foundry and see how these models can support practical agent workflows.
- Explore the Resources https://github.com/microsoft/model-mondays
- Read the Newsletter https://aka.ms/model-mondays/newsletter
- Continue the conversation on the Discord https://aka.ms/model-mondays/discord
[eventID:27546] Model Mondays - Spotlight on Mistral models](https://i.ytimg.com/vi/OX1RWeQGhfg/mqdefault.jpg)
![Planning in the Age of AI Starts in Fabric
Planning doesn’t need to live across five different tools anymore.
Join us to explore the new Planning capabilities in Microsoft Fabric, straight from the product managers who built them. See how teams can model, forecast, and collaborate directly on top of their data.
We’ll show how bringing planning closer to your data and AI simplifies workflows, removes unnecessary data movement, and helps teams respond faster with more confidence.
00:03 Welcome and Session Introduction
00:58 Introducing Fabric Planning and Fabric IQ
04:54 Fabric IQ Architecture and Enterprise Intelligence
09:09 Enterprise Planning Challenges and Market Gaps
13:37 Planning in Fabric: Key Capabilities and Architecture
19:32 Live Demo: Getting Started with Planning Sheets
32:38 Advanced Planning, Forecasting, and Automation
45:45 Power Table and Data Management
51:19 Intelligence Sheets, Reporting, and Analytics
53:14 Pricing, Consumption Model, Q&A, and Wrap-Up
🔗 This event is part of a series: https://aka.ms/DataDayslive/spark
{eventID:27467] Planning in the Age of AI Starts in Fabric](https://i.ytimg.com/vi/Otpku0UBp_c/mqdefault.jpg)