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محتوای ارائه شده توسط Jeremy Chapman and Microsoft Mechanics. تمام محتوای پادکست شامل قسمت‌ها، گرافیک‌ها و توضیحات پادکست مستقیماً توسط Jeremy Chapman and Microsoft Mechanics یا شریک پلتفرم پادکست آن‌ها آپلود و ارائه می‌شوند. اگر فکر می‌کنید شخصی بدون اجازه شما از اثر دارای حق نسخه‌برداری شما استفاده می‌کند، می‌توانید روندی که در اینجا شرح داده شده است را دنبال کنید.https://fa.player.fm/legal
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MySQL | Performance + AI Integration | Azure Database for MySQL - Flexible Server

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Manage episode 426692470 series 1320201
محتوای ارائه شده توسط Jeremy Chapman and Microsoft Mechanics. تمام محتوای پادکست شامل قسمت‌ها، گرافیک‌ها و توضیحات پادکست مستقیماً توسط Jeremy Chapman and Microsoft Mechanics یا شریک پلتفرم پادکست آن‌ها آپلود و ارائه می‌شوند. اگر فکر می‌کنید شخصی بدون اجازه شما از اثر دارای حق نسخه‌برداری شما استفاده می‌کند، می‌توانید روندی که در اینجا شرح داده شده است را دنبال کنید.https://fa.player.fm/legal

Bring your MySQL workloads to run on Azure. Azure Database for MySQL - Flexible Server offers a powerful, fully managed solution for MySQL workloads, providing unique platform-level optimizations that significantly enhance connection scaling and cost performance. Ensure high efficiency and reduced latency for mission-critical applications for up to twice the performance of other offerings. The integration with Azure OpenAI Service and Azure AI Search further extends its capabilities, enabling intelligent vector-based search and generative AI responses for more accurate and relevant user queries.

Join Parikshit Savjani, Azure Database for MySQL Principal Group PM, shares how Azure Database for MySQL - Flexible Server transforms traditional MySQL applications into high-performance, intelligent systems by combining the scalability and security of Azure with advanced AI-driven insights.

► QUICK LINKS: 00:00 - Run MySQL on Azure 00:56 - Run your LAMP stack on Azure 01:24 - Accelerated Logs capability 03:02 - Vector-based search and generative AI 04:02 - Leverage Azure AI Search & Azure OpenAI services 04:29 - Establish database connection 05:52 - Build vector index 07:04 - Create an Indexer 07:32 - Semantic Search 07:54 - Test it in the Azure AI playground 08:49 - Wrap up

► Link References

Check out https://aka.ms/mysql-resources

Join the community for Azure Database for MySQL at https://aka.ms/mysql-contributors

► Unfamiliar with Microsoft Mechanics?

As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft.

• Subscribe to our YouTube: https://www.youtube.com/c/MicrosoftMechanicsSeries

• Talk with other IT Pros, join us on the Microsoft Tech Community: https://techcommunity.microsoft.com/t5/microsoft-mechanics-blog/bg-p/MicrosoftMechanicsBlog

• Watch or listen from anywhere, subscribe to our podcast: https://microsoftmechanics.libsyn.com/podcast

► Keep getting this insider knowledge, join us on social:

• Follow us on Twitter: https://twitter.com/MSFTMechanics

• Share knowledge on LinkedIn: https://www.linkedin.com/company/microsoft-mechanics/

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• Loosen up with us on TikTok: https://www.tiktok.com/@msftmechanics

  continue reading

261 قسمت

Artwork
iconاشتراک گذاری
 
Manage episode 426692470 series 1320201
محتوای ارائه شده توسط Jeremy Chapman and Microsoft Mechanics. تمام محتوای پادکست شامل قسمت‌ها، گرافیک‌ها و توضیحات پادکست مستقیماً توسط Jeremy Chapman and Microsoft Mechanics یا شریک پلتفرم پادکست آن‌ها آپلود و ارائه می‌شوند. اگر فکر می‌کنید شخصی بدون اجازه شما از اثر دارای حق نسخه‌برداری شما استفاده می‌کند، می‌توانید روندی که در اینجا شرح داده شده است را دنبال کنید.https://fa.player.fm/legal

Bring your MySQL workloads to run on Azure. Azure Database for MySQL - Flexible Server offers a powerful, fully managed solution for MySQL workloads, providing unique platform-level optimizations that significantly enhance connection scaling and cost performance. Ensure high efficiency and reduced latency for mission-critical applications for up to twice the performance of other offerings. The integration with Azure OpenAI Service and Azure AI Search further extends its capabilities, enabling intelligent vector-based search and generative AI responses for more accurate and relevant user queries.

Join Parikshit Savjani, Azure Database for MySQL Principal Group PM, shares how Azure Database for MySQL - Flexible Server transforms traditional MySQL applications into high-performance, intelligent systems by combining the scalability and security of Azure with advanced AI-driven insights.

► QUICK LINKS: 00:00 - Run MySQL on Azure 00:56 - Run your LAMP stack on Azure 01:24 - Accelerated Logs capability 03:02 - Vector-based search and generative AI 04:02 - Leverage Azure AI Search & Azure OpenAI services 04:29 - Establish database connection 05:52 - Build vector index 07:04 - Create an Indexer 07:32 - Semantic Search 07:54 - Test it in the Azure AI playground 08:49 - Wrap up

► Link References

Check out https://aka.ms/mysql-resources

Join the community for Azure Database for MySQL at https://aka.ms/mysql-contributors

► Unfamiliar with Microsoft Mechanics?

As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft.

• Subscribe to our YouTube: https://www.youtube.com/c/MicrosoftMechanicsSeries

• Talk with other IT Pros, join us on the Microsoft Tech Community: https://techcommunity.microsoft.com/t5/microsoft-mechanics-blog/bg-p/MicrosoftMechanicsBlog

• Watch or listen from anywhere, subscribe to our podcast: https://microsoftmechanics.libsyn.com/podcast

► Keep getting this insider knowledge, join us on social:

• Follow us on Twitter: https://twitter.com/MSFTMechanics

• Share knowledge on LinkedIn: https://www.linkedin.com/company/microsoft-mechanics/

• Enjoy us on Instagram: https://www.instagram.com/msftmechanics/

• Loosen up with us on TikTok: https://www.tiktok.com/@msftmechanics

  continue reading

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Centralize, retain, and query high-volume, long-term security data across Microsoft and third-party sources for up to 12 years using Microsoft Sentinel’s new unified data lake. Correlate signals, run advanced analytics, and perform forensic investigations from a single copy of data—without costly migrations or data silos. Detect persistent, low-and-slow attacks with greater visibility, automate responses using scheduled jobs, and generate predictive insights by combining Copilot, KQL, and machine learning. Vandana Mahtani, Microsoft Sentinel Principal Product Manager shows how to uncover long-running threats, streamline investigations, and automate defenses—all within a unified, AI-powered SIEM experience. ► QUICK LINKS: 00:00 - Microsoft Sentinel Data Lake 01:49 - Data Management 02:46 - Table Management 03:36 - Data Lake exploration 04:17 - Advanced Hunting 05:23 - Query retention data 06:16 - Automate threat detection 07:18 - Move from reactive to predictive 08:50 - Wrap up ► Link References Check out https://aka.ms/SentinelDataLake ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: https://www.youtube.com/c/MicrosoftMechanicsSeries • Talk with other IT Pros, join us on the Microsoft Tech Community: https://techcommunity.microsoft.com/t5/microsoft-mechanics-blog/bg-p/MicrosoftMechanicsBlog • Watch or listen from anywhere, subscribe to our podcast: https://microsoftmechanics.libsyn.com/podcast ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: https://twitter.com/MSFTMechanics • Share knowledge on LinkedIn: https://www.linkedin.com/company/microsoft-mechanics/ • Enjoy us on Instagram: https://www.instagram.com/msftmechanics/ • Loosen up with us on TikTok: https://www.tiktok.com/@msftmechanics…
 
The Intel® Core™ Ultra (Series 2) processor powered Surface Laptop 5G for Business is a Copilot+ PC. Integrated Intel® AI Boost supports up to 48 TOPS with Foundry Local for on-device AI inferencing. Stay securely connected with rearchitected 5G design—including six smart-switching antennas, eSIM and Wi-Fi 7—without relying on hotspots. As the first Surface Laptop to feature 5G, it enables enterprise-ready AI features for deeper insights, productivity boosts, and powerful local inferencing wherever work happens. ► QUICK LINKS: 00:00 - Microsoft Sentinel Data Lake 01:49 - Data Management 02:46 - Table Management 03:36 - Data Lake exploration 04:17 - Advanced Hunting 05:23 - Query retention data 06:16 - Automate threat detection 07:18 - Move from reactive to predictive 08:50 - Wrap up ► Link References Check out https://surface.com/business ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: https://www.youtube.com/c/MicrosoftMechanicsSeries • Talk with other IT Pros, join us on the Microsoft Tech Community: https://techcommunity.microsoft.com/t5/microsoft-mechanics-blog/bg-p/MicrosoftMechanicsBlog • Watch or listen from anywhere, subscribe to our podcast: https://microsoftmechanics.libsyn.com/podcast ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: https://twitter.com/MSFTMechanics • Share knowledge on LinkedIn: https://www.linkedin.com/company/microsoft-mechanics/ • Enjoy us on Instagram: https://www.instagram.com/msftmechanics/ • Loosen up with us on TikTok: https://www.tiktok.com/@msftmechanics…
 
Troubleshoot identity issues, investigate risky users and apps, and optimize Conditional Access policies using natural language—with built-in AI from Microsoft Security Copilot in Microsoft Entra. Instead of switching between logs, PowerShell, and spreadsheets, Security Copilot centralizes insights for faster, more focused action. Resolve compromised accounts, uncover ownerless or high-risk apps, and tighten policy coverage with clear insights, actionable recommendations, and auto-generated policies. Strengthen security posture and reclaim time with a smarter, more efficient approach powered by Security Copilot. Diana Vicezar, Microsoft Entra Product Manager, shares how to streamline investigations and policy management using AI-driven insights and automation. ► QUICK LINKS: 00:00 - Microsoft Entra with Security Copilot 01:26 - Conditional Access Optimization Agent 03:35 - Investigate risky users 05:49 - Investigate risky apps 07:34 - Personalized security posture recommendations 08:20 - Wrap up ► Link References Check out https://aka.ms/SecurityCopilotAgentsinMicrosoftEntra ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: https://www.youtube.com/c/MicrosoftMechanicsSeries • Talk with other IT Pros, join us on the Microsoft Tech Community: https://techcommunity.microsoft.com/t5/microsoft-mechanics-blog/bg-p/MicrosoftMechanicsBlog • Watch or listen from anywhere, subscribe to our podcast: https://microsoftmechanics.libsyn.com/podcast ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: https://twitter.com/MSFTMechanics • Share knowledge on LinkedIn: https://www.linkedin.com/company/microsoft-mechanics/ • Enjoy us on Instagram: https://www.instagram.com/msftmechanics/ • Loosen up with us on TikTok: https://www.tiktok.com/@msftmechanics…
 
Build AI-powered apps that connect directly to Microsoft 365 content without moving files or compromising security, using SharePoint Embedded. SharePoint Embedded is a fully managed, cloud-based, API-only document management system that lets you securely integrate your custom web or mobile apps, whether built on Azure or other clouds, with Microsoft 365 file storage. It’s especially ideal for ISVs building multi-tenant apps because content stays within each customer’s Microsoft 365 tenant. Design apps that include Microsoft 365 Copilot and agent capabilities, connected Office experiences like Word, and Microsoft Purview compliance and data protection, all within your own user experience. Use built-in retrieval augmented generation (RAG) or bring your own models to create intelligent, secure solutions that reason over your business content, support real-time co-authoring, and scale with granular permissions and storage control. Jeremy Chapman, Microsoft 365 Director, shares how to build intelligent, secure solutions that integrate seamlessly with Microsoft 365 content and services. ► QUICK LINKS: 00:00 - Keep content secure & compliant without moving it 01:21 - Build fully custom experiences 02:11 - Use built-in vector indexing and RAG 02:55 - Use your models with Copilot's vector search 04:34 - How it works 05:23 - How the app is built 06:19 - Microsoft Copilot retrieval API 06:58 - Security and compliance 08:02 - Wrap up ► Link References Build your first agent at https://aka.ms/SPEAgent ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: https://www.youtube.com/c/MicrosoftMechanicsSeries • Talk with other IT Pros, join us on the Microsoft Tech Community: https://techcommunity.microsoft.com/t5/microsoft-mechanics-blog/bg-p/MicrosoftMechanicsBlog • Watch or listen from anywhere, subscribe to our podcast: https://microsoftmechanics.libsyn.com/podcast ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: https://twitter.com/MSFTMechanics • Share knowledge on LinkedIn: https://www.linkedin.com/company/microsoft-mechanics/ • Enjoy us on Instagram: https://www.instagram.com/msftmechanics/ • Loosen up with us on TikTok: https://www.tiktok.com/@msftmechanics…
 
Build secure, compliant AI apps with code-based controls that dynamically respond to user context using Microsoft Purview for AI app developers. With built-in protections, prevent data leaks, block unsafe prompts, and avoid oversharing without rewriting your app. As a developer, focus on innovation while meeting evolving security and compliance requirements. And as a security admin, gain full visibility into AI data interactions, user activity, and policy enforcement across environments. Shilpa Ranganathan, Microsoft Purview Principal GPM, shares how new SDKs and Azure AI Foundry integrations bring enterprise-grade security to custom AI apps. ► QUICK LINKS: 00:00 - Microsoft Purview controls for developers 00:16 - AI app protected by Purview 02:23 - User context aware 03:08 - Prevent data oversharing 04:15 - Behind the app 05:17 - API interactions 06:50 - Data security admin AI app protection 07:26 - Monitor and Govern AI Interactions 08:30 - Wrap up ► Link References Check out https://aka.ms/MicrosoftPurviewSDK Microsoft Purview API Explorer at https://github.com/microsoft/purview-api-samples/ For the Microsoft Purview Chat App go to https://github.com/johnea-chva/purview-chat ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: https://www.youtube.com/c/MicrosoftMechanicsSeries • Talk with other IT Pros, join us on the Microsoft Tech Community: https://techcommunity.microsoft.com/t5/microsoft-mechanics-blog/bg-p/MicrosoftMechanicsBlog • Watch or listen from anywhere, subscribe to our podcast: https://microsoftmechanics.libsyn.com/podcast ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: https://twitter.com/MSFTMechanics • Share knowledge on LinkedIn: https://www.linkedin.com/company/microsoft-mechanics/ • Enjoy us on Instagram: https://www.instagram.com/msftmechanics/ • Loosen up with us on TikTok: https://www.tiktok.com/@msftmechanics…
 
Get ahead of issues before they impact your users by using real-time data and AI-powered insights with Microsoft Intune. Proactively manage and secure all your devices—whether they run Windows, macOS, iOS, or Android. With cross-platform analytics, multi-device queries, and in-depth troubleshooting tools, you can pinpoint problems fast and take targeted action at scale. Even without deep technical expertise, you can generate complex queries, identify vulnerabilities, and deploy remediations—all in a few clicks. With built-in Copilot support, daily tasks like policy validation, device comparison, and risk analysis become faster, smarter, and easier to act on. Jeremy Chapman, Director of Microsoft 365, shares how to stay ahead of potential issues and keep endpoints running smoothly. ► QUICK LINKS: 00:00 - Optimize Intune 01:22 - Advanced Analytics 02:24 - On-demand analytics 03:55 - Multi-Device Query 04:43 - Single Device Query 05:45 - Vulnerability Remediation Agent 07:57 - Copilot in Intune 09:18 - Wrap up ► Link References Get started at https://aka.ms/CopilotinIntune Check out Device Query at https://aka.ms/DeviceQueryinIntune ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: https://www.youtube.com/c/MicrosoftMechanicsSeries • Talk with other IT Pros, join us on the Microsoft Tech Community: https://techcommunity.microsoft.com/t5/microsoft-mechanics-blog/bg-p/MicrosoftMechanicsBlog • Watch or listen from anywhere, subscribe to our podcast: https://microsoftmechanics.libsyn.com/podcast ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: https://twitter.com/MSFTMechanics • Share knowledge on LinkedIn: https://www.linkedin.com/company/microsoft-mechanics/ • Enjoy us on Instagram: https://www.instagram.com/msftmechanics/ • Loosen up with us on TikTok: https://www.tiktok.com/@msftmechanics…
 
Boost data security and automate prioritization for data alerts with Security Copilot-powered Alert Triage Agents for Microsoft Purview Data Loss Prevention and Insider Risk Management. Surface the highest-risk alerts across your environment, no matter their default severity, and take action. Customize how your agents reason, teach them what matters to your organization, and continuously refine to reduce time-to-resolution. Talhah Mir, Microsoft Purview Principal GPM, shows how to triage, investigate, and contain potential data risks before they escalate. ► QUICK LINKS: 00:00 - Agents in Microsoft Purview 00:58 - Alert Triage Agent for DLP 01:54 - Customize Agents 03:32 - View prioritized alerts 05:17 - Calibrate Agent Behavior with Feedback 06:38 - Track Agent Performance and Usage 07:34 - Wrap up ► Link References Check out https://aka.ms/PurviewTriageAgents ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: https://www.youtube.com/c/MicrosoftMechanicsSeries • Talk with other IT Pros, join us on the Microsoft Tech Community: https://techcommunity.microsoft.com/t5/microsoft-mechanics-blog/bg-p/MicrosoftMechanicsBlog • Watch or listen from anywhere, subscribe to our podcast: https://microsoftmechanics.libsyn.com/podcast ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: https://twitter.com/MSFTMechanics • Share knowledge on LinkedIn: https://www.linkedin.com/company/microsoft-mechanics/ • Enjoy us on Instagram: https://www.instagram.com/msftmechanics/ • Loosen up with us on TikTok: https://www.tiktok.com/@msftmechanics…
 
Strengthen your security posture in Microsoft Entra by following prioritized Secure Score recommendations. Enforce MFA, block legacy authentication, and apply risk-based Conditional Access policies to reduce exposure from stale accounts and weak authentication methods. Use built-in tools for user, group, and device administration to detect and clean up identity sprawl—like unused credentials, inactive accounts, and expired apps—before they become vulnerabilities. Jeremy Chapman, Microsoft 365 Director, shares steps to clean up your directory, strengthen authentication, and improve overall identity security. ► QUICK LINKS: 00:00 - Microsoft Entra optimization 00:54 - New Recommendations tab 02:11 - Enforce multifactor authentication 03:21 - Block legacy authentication protocols 03:58 - Apply risk-based Conditional Access 04:44 - Identity sprawl 05:46 - Fix account sprawl 08:06 - Microsoft 365 group sprawl 09:36 - Devices 10:33 - Wrap up ► Link References Watch part one of our Microsoft Entra Beginner’s Tutorial series at https://aka.ms/EntraBeginnerMechanics Check out https://aka.ms/MicrosoftEntraRecommendations ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: https://www.youtube.com/c/MicrosoftMechanicsSeries • Talk with other IT Pros, join us on the Microsoft Tech Community: https://techcommunity.microsoft.com/t5/microsoft-mechanics-blog/bg-p/MicrosoftMechanicsBlog • Watch or listen from anywhere, subscribe to our podcast: https://microsoftmechanics.libsyn.com/podcast ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: https://twitter.com/MSFTMechanics • Share knowledge on LinkedIn: https://www.linkedin.com/company/microsoft-mechanics/ • Enjoy us on Instagram: https://www.instagram.com/msftmechanics/ • Loosen up with us on TikTok: https://www.tiktok.com/@msftmechanics…
 
Streamline your entire data workflow, from real-time change capture to querying across cloud and on-prem databases, without complex migrations or code changes using SQL Server 2025. This adds deep AI integration with built-in vector search and DiskANN optimizations, plus native support for large object JSON and new Change Event Streaming for live data updates. Join and analyze data faster with the Lakehouse shortcuts in Microsoft Fabric that unify multiple databases—across different SQL Server versions, clouds, and on-prem—into a single, logical schema without moving data. Build intelligent apps, automate workflows, and unlock rich insights with Copilot and the unified Microsoft data platform, including seamless Microsoft Fabric integration, all while leveraging your existing SQL skills and infrastructure. Bob Ward, lead SQL engineer, joins Jeremy Chapman to share how the latest SQL Server 2025 innovations simplify building complex, high-performance workloads with less effort. ► QUICK LINKS: 00:00 - Updates to SQL Server 2025 00:58 - Search and AI 03:55 - Native JSON Support 06:41 - Real-Time Change Event Streaming 08:40 - Optimized Locking for Better Concurrency 10:33 - Join SQL Server data with Fabric 13:53 - Wrap up ► Link References Start using SQL Server 2025 at https://aka.ms/GetSQLServer2025 ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: https://www.youtube.com/c/MicrosoftMechanicsSeries • Talk with other IT Pros, join us on the Microsoft Tech Community: https://techcommunity.microsoft.com/t5/microsoft-mechanics-blog/bg-p/MicrosoftMechanicsBlog • Watch or listen from anywhere, subscribe to our podcast: https://microsoftmechanics.libsyn.com/podcast ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: https://twitter.com/MSFTMechanics • Share knowledge on LinkedIn: https://www.linkedin.com/company/microsoft-mechanics/ • Enjoy us on Instagram: https://www.instagram.com/msftmechanics/ • Loosen up with us on TikTok: https://www.tiktok.com/@msftmechanics…
 
Build and run your AI apps and agents at scale with Azure. Orchestrate multi-agent apps and high-scale inference solutions using open-source and proprietary models, no infrastructure management needed. With Azure, connect frameworks like Semantic Kernel to models from DeepSeek, Llama, OpenAI’s GPT-4o, and Sora, without provisioning GPUs or writing complex scheduling logic. Just submit your prompt and assets, and the models do the rest. Using Azure’s Model as a Service, access cutting-edge models, including brand-new releases like DeepSeek R1 and Sora, as managed APIs with autoscaling and built-in security. Whether you’re handling bursts of demand, fine-tuning models, or provisioning compute, Azure provides the capacity, efficiency, and flexibility you need. With industry-leading AI silicon, including H100s, GB200s, and advanced cooling, your solutions can run with the same power and scale behind ChatGPT. Mark Russinovich, Azure CTO, Deputy CISO, and Microsoft Technical Fellow, joins Jeremy Chapman to share how Azure's latest AI advancements and orchestration capabilities unlock new possibilities for developers. ► QUICK LINKS: 00:00 - Build and run AI apps and agents in Azure 00:26 - Narrated video generation example with multi-agentic, multi-model app 03:17 - Model as a Service in Azure 04:02 - Scale and performance 04:55 - Enterprise grade security 05:17 - Latest AI silicon available on Azure 06:29 - Inference at scale 07:27 - Everyday AI and agentic solutions 08:36 - Provisioned Throughput 10:55 - Fractional GPU Allocation 12:13 - What's next for Azure? 12:44 - Wrap up ► Link References For more information, check out https://aka.ms/AzureAI ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: https://www.youtube.com/c/MicrosoftMechanicsSeries • Talk with other IT Pros, join us on the Microsoft Tech Community: https://techcommunity.microsoft.com/t5/microsoft-mechanics-blog/bg-p/MicrosoftMechanicsBlog • Watch or listen from anywhere, subscribe to our podcast: https://microsoftmechanics.libsyn.com/podcast ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: https://twitter.com/MSFTMechanics • Share knowledge on LinkedIn: https://www.linkedin.com/company/microsoft-mechanics/ • Enjoy us on Instagram: https://www.instagram.com/msftmechanics/ • Loosen up with us on TikTok: https://www.tiktok.com/@msftmechanics…
 
Create fine-tuned, task-specific models that write like you by teaching models using expert knowledge, tone, and structure - with reference information directly attached to the models themselves using Microsoft 365 Copilot Tuning. Fine-tuning adds new skills to foundational models, simulating experience in the tasks you teach the model to do. This complements Retrieval Augmented Generation, which in real-time uses search to find related information, then add that to your prompts for context. Fine-tuning helps ensure that responses meet your quality expectations for specific repeatable tasks, without needing to be prompting expert. It's great for drafting complex legal agreements, writing technical documentation, authoring medical papers, and more - using detailed, often lengthy precedent files along with what you teach the model. Using Copilot Studio, anyone can create and deploy these fine-tuned models to use with agents without data science or coding expertise. There, you can teach models using data labeling, ground them in your organization’s content - while keeping the information in-place and maintaining data security and access policies. The information contained in the task-specific models that you create stay private to your team and organization. Task-specific models and related information are only accessible to the people and departments you specify - and information is not merged into shared large language models or used for model training. Jeremy Chapman, Director on the Microsoft 365 product team, shows how this simple, zero-code approach helps the agents you build write and reason like your experts—delivering high-quality, detailed responses. ► QUICK LINKS: 00:00 - Fine-tune Copilot 01:21 - Tailor Copilot for specialized tasks 05:12 - How it works 05:57 - Create a task-specific model 07:43 - Data labeling 08:59 - Build agents that use your fine-tuned model 11:42 - Wrap up ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: https://www.youtube.com/c/MicrosoftMechanicsSeries • Talk with other IT Pros, join us on the Microsoft Tech Community: https://techcommunity.microsoft.com/t5/microsoft-mechanics-blog/bg-p/MicrosoftMechanicsBlog • Watch or listen from anywhere, subscribe to our podcast: https://microsoftmechanics.libsyn.com/podcast ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: https://twitter.com/MSFTMechanics • Share knowledge on LinkedIn: https://www.linkedin.com/company/microsoft-mechanics/ • Enjoy us on Instagram: https://www.instagram.com/msftmechanics/ • Loosen up with us on TikTok: https://www.tiktok.com/@msftmechanics…
 
Manage the rise of generative AI across your organization using the Copilot Control System in Microsoft 365. Control who can find, use, and create agents, define permissions, approve or block agent deployments, and configure billing models including pay-as-you-go or prepaid options. Get detailed visibility into how agents are used, which users and groups are driving consumption, and how much they’re costing you. With Microsoft Purview integration, monitor for sensitive data exposure, track compliance risks, and audit agent activity to stay secure and aligned with your organization’s data policies. Jeremy Chapman, Director of Microsoft 365, shares how to configure, deploy, monitor, and secure AI agents at scale. ► QUICK LINKS: 00:00 - Copilot Control System 01:34 - Copilot Chat 02:21 - Manage agent use 03:23 - Agent deployment 04:09 - Visibility into how agents are used 05:10 - Copilot Dashboard 06:06 - DSPM for AI 06:47 - Microsoft Purview agent protections 07:32 - Wrap up ► Link References Check out https://aka.ms/CopilotAgentControls ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: https://www.youtube.com/c/MicrosoftMechanicsSeries • Talk with other IT Pros, join us on the Microsoft Tech Community: https://techcommunity.microsoft.com/t5/microsoft-mechanics-blog/bg-p/MicrosoftMechanicsBlog • Watch or listen from anywhere, subscribe to our podcast: https://microsoftmechanics.libsyn.com/podcast ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: https://twitter.com/MSFTMechanics • Share knowledge on LinkedIn: https://www.linkedin.com/company/microsoft-mechanics/ • Enjoy us on Instagram: https://www.instagram.com/msftmechanics/ • Loosen up with us on TikTok: https://www.tiktok.com/@msftmechanics…
 
Stay in control as GenAI adoption accelerates across your organization using Data Security Posture Management for AI in Microsoft Purview. With built-in visibility into how AI apps and agents interact with sensitive data—whether inside Microsoft 365 or across unmanaged consumer tools—you can detect risks early, take decisive action, and enforce the right protections without slowing innovation. Monitor usage trends, investigate prompts and responses, and respond to potential data oversharing or policy violations in real time. From compliance-ready audit logs to adaptive data protection, you’ll have the insights and tools to keep data secure as AI becomes a part of everyday work. Shilpa Ranganathan, Microsoft Purview Principal Group PM, shares how to balance GenAI innovation with enterprise-grade data governance and security. ► QUICK LINKS: 00:00 - GenAI app security, governance, & compliance 01:30 - Take Action with DSPM for AI 02:08 - Activity logging 02:32 - Control beyond Microsoft services 03:09 - Use DSPM for AI to monitor data risk 05:06 - ChatGPT Enterprise 05:36 - Set AI Agent guardrails using DSPM for AI 06:44 - Data oversharing 08:30 - Audit logs 09:19 - Wrap up ► Link References Check out https://aka.ms/SecureGovernAI ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: https://www.youtube.com/c/MicrosoftMechanicsSeries • Talk with other IT Pros, join us on the Microsoft Tech Community: https://techcommunity.microsoft.com/t5/microsoft-mechanics-blog/bg-p/MicrosoftMechanicsBlog • Watch or listen from anywhere, subscribe to our podcast: https://microsoftmechanics.libsyn.com/podcast ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: https://twitter.com/MSFTMechanics • Share knowledge on LinkedIn: https://www.linkedin.com/company/microsoft-mechanics/ • Enjoy us on Instagram: https://www.instagram.com/msftmechanics/ • Loosen up with us on TikTok: https://www.tiktok.com/@msftmechanics…
 
Unify and secure your data—no matter where it lives—without sacrificing control using OneLake security, part of Microsoft Fabric. With granular permissions down to the row, column, and table level, you can confidently manage access across engines like Power BI, Spark, and T-SQL, all from one place. Discover, label, and govern your data with clarity using the integrated OneLake catalog that surfaces the right items fast. Aaron Merrill, Microsoft Fabric Principal Program Manager, shows how you can stay in control, from security to discoverability—owning, sharing, and protecting data on your terms. ► QUICK LINKS: 00:00 - OneLake & Microsoft Fabric core concepts 01:28 - Table level security 02:11 - Column level security 03:06 - Power BI report 03:28 - Row level security 04:23 - Data classification options 05:19 - OneLake catalog 06:22 - View and manage data 06:48 - Governance 07:36 - Microsoft Fabric integration 07:59 - Wrap up ► Link References Check out our blog at https://aka.ms/OneLakeSecurity Sign up for a 60-day free trial at https://fabric.microsoft.com ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: https://www.youtube.com/c/MicrosoftMechanicsSeries • Talk with other IT Pros, join us on the Microsoft Tech Community: https://techcommunity.microsoft.com/t5/microsoft-mechanics-blog/bg-p/MicrosoftMechanicsBlog • Watch or listen from anywhere, subscribe to our podcast: https://microsoftmechanics.libsyn.com/podcast ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: https://twitter.com/MSFTMechanics • Share knowledge on LinkedIn: https://www.linkedin.com/company/microsoft-mechanics/ • Enjoy us on Instagram: https://www.instagram.com/msftmechanics/ • Loosen up with us on TikTok: https://www.tiktok.com/@msftmechanics…
 
Streamline your day with new, user-focused updates to Microsoft 365 Copilot. Jump into work faster with a redesigned layout that puts Chat, Search, and your agents front and center. New Copilot Search lets you yse natural language to find files, emails, and conversations—even if you don’t remember exact keywords—and get instant summaries and previews without switching apps. Create high-impact visuals, documents, and videos in seconds with the new Copilot Create experience, complete with support for brand templates. Tap into powerful agents like Researcher and Analyst to handle deep tasks or build your own with ease. And if you manage Copilot across your organization, you now have better tools to deploy, monitor, and secure AI use—all from a single view. ► QUICK LINKS: 00:00 - Microsoft 365 Copilot new capabilities 00:36 - Microsoft 365 Copilot app 01:49 - Copilot Search 03:09 - Specialized agents 04:06 - Create experience 06:07 - Copilot Notebooks 07:40 - Updates for IT admins 08:16 - Data security with AI apps & agents in Purview 08:51 - Reports 09:20 - Wrap up ► Link References Check out https://aka.ms/CopilotWave2Spring ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: https://www.youtube.com/c/MicrosoftMechanicsSeries • Talk with other IT Pros, join us on the Microsoft Tech Community: https://techcommunity.microsoft.com/t5/microsoft-mechanics-blog/bg-p/MicrosoftMechanicsBlog • Watch or listen from anywhere, subscribe to our podcast: https://microsoftmechanics.libsyn.com/podcast ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: https://twitter.com/MSFTMechanics • Share knowledge on LinkedIn: https://www.linkedin.com/company/microsoft-mechanics/ • Enjoy us on Instagram: https://www.instagram.com/msftmechanics/ • Loosen up with us on TikTok: https://www.tiktok.com/@msftmechanics…
 
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