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Easily access and unify your data for analytics and AI—no matter where it lives. With OneLake in Microsoft Fabric, you can connect to data across multiple clouds, databases, and formats without duplication. Use the OneLake catalog to quickly find and interact with your data, and let Copilot in Fabric help you transform and analyze it effortlessly.
Eliminate barriers to working with your data using Shortcuts to virtualize external sources and Mirroring to keep databases and warehouses in sync—all without ETL. For deeper integration, leverage Data Factory’s 180+ connectors to bring in structured, unstructured, and real-time streaming data at scale.
Maraki Ketema from the Microsoft Fabric team shows how to combine these methods, ensuring fast, reliable access to quality data for analytics and AI workloads.
► QUICK LINKS:
00:00 - Access data wherever it lives
00:42 - Microsoft Fabric background
01:17 - Manage data with Microsoft Fabric
03:04 - Low latency
03:34 - How Shortcuts work
06:41 - Mirroring
08:10 - Open mirroring
08:40 - Low friction ways to bring data in
09:32 - Data Factory in Microsoft Fabric
10:52 - Build out your data flow
11:49 - Use built-in AI to ask questions of data
12:56 - OneLake catalog
13:36 - Data security & compliance
15:10 - Additional options to bring data in
15:42 - Wrap up
► Link References
Watch our show on Real-Time Intelligence at https://aka.ms/MechanicsRTI
Check out Open Mirroring at https://aka.ms/FabricOpenMirroring
► 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
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With the Copilot Control System, you can control Copilot experiences spanning IT administrator tools used every day across the Microsoft 365, Microsoft Purview, and Power Platform admin centers. As an IT administrator, you’re in control of Microsoft 365 Copilot and agent experiences, ensuring security and compliance while optimizing productivity. Copilot Control System focuses on three core areas, where Microsoft Copilot services and the agents you create and use have unmatched manageability and visibility, compared to other AI options.
—Protect your data by enabling intelligent grounding on enterprise data that respects your organization's controls.
—Management controls to govern access and usage by setting who can use Copilot and agents, while monitoring agent status and lifecycle.
—Report and measure impact with detailed insights into adoption patterns, usage, and ROI, to help you track and maximize business value.
► QUICK LINKS:
00:00 - Copilot Control System
00:40 - Data Protection
01:32 - Built-in Content Filters
02:33 - Management Controls
03:12 - Measurement and Reporting
03:59 - 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
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Protect your organization from account takeover and hiring fraud as deepfake impersonation threats grow. With Microsoft Entra Verified ID, you can use Face Check to verify identities in real time against government-issued IDs like driver’s licenses and passports. Use Face Check with integrated solutions for • new employee, guest or admin onboarding • step-up authentication to access sensitive information • securing common helpdesk-driven tasks, like user account recovery Setup is simple and has been designed so that both the enterprise and the person verifying their identity maintain control—without storing or passing biometric information like other face matching solutions.
Join Ankur Patel, from the Microsoft Entra team, as he demonstrates how Face Check with Verified ID works and how to set it up.
► QUICK LINKS:
00:00 - Face Check with Microsoft Entra Verified ID
00:54 - AI-powered identity verification
01:44 - First time user experience
03:21 - How it works
04:55 - Use cases
05:34 - Set it up
06:16 - Update an app for Face Check
06:43 - Access packages
08:18 - Wrap up► Link References
For more information, check out https://aka.ms/FaceCheckSetup
Watch the complete playlist for Microsoft Entra Suite at https://aka.ms/EntraSuiteMechanics
Access a list of identity verification providers at https://aka.ms/IDVpartners
► 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
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Locate, access, and trust the data you need using Microsoft Purview's Unified Catalog. By leveraging AI-powered search and automated quality checks, you can use data across your organization while staying compliant and meeting privacy standards. With streamlined approval workflows, request and gain access to data quickly, collaborate with stakeholders, and ensure data quality across projects.
Daniel Hidalgo, Microsoft Purview Senior Product Manager, joins Jeremy Chapman to share how to manage data governance, drive better decisions, and support meaningful AI outcomes with Microsoft Purview.
► QUICK LINKS:
00:00 - Microsoft Purview Data Governance
00:29 - Data visibility and access
01:46 - Universal data catalog
03:23 - Crowdsourcing approach
04:24 - Business user demo
06:58 - How it works
08:05 - Create new governance domain
08:53 - Define data products
09:39 - Automate data quality checks
10:33 - Day-to-day management
11:57 - Wrap up► Link References
Get started at https://aka.ms/PurviewDataGovernance
► 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
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Get AI-powered assistance using Copilot Chat and agents in Microsoft 365 without a Microsoft 365 Copilot license. Research faster, analyze files with data protections, and automate repetitive tasks with Microsoft 365 Copilot Chat. Create and use agents to streamline workflows, with pay-as-you-go billing so you only pay for what you use. See how to easily configure access, pin Copilot Chat for quick use, and manage agent authoring in Copilot Studio. Jeremy Chapman, Director of Microsoft 365 shows how to optimize productivity while controlling costs.
► QUICK LINKS:
00:00 - Copilot Chat and agents
00:45 - How to use Copilot Chat
01:52 - Use agents in Copilot Chat
02:43 - Compare with Microsoft 365 Copilot
04:00 - Make it discoverable
04:48 - Configure access for author agents
06:22 - Pay-as-you-go
07:24 - Wrap up
Link ReferencesGet a detailed comparison to Microsoft 365 Copilot at https://aka.ms/CopilotChat
See how how pay-as-you-go works at https://aka.ms/CopilotChatMetering
For more information, check out https://aka.ms/CopilotChatDocs
For detailed Copilot enablement guidance go to https://adoption.microsoft.com/copilot
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
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Design, customize and manage your own custom applications with Azure AI Foundry right from your code. With Azure AI Foundry, leverage over 1,800 models, seamlessly integrating them into your coding environment to create agents and tailored app experiences. Utilize Retrieval Augmented Generation and vector search to enrich responses with contextual information, as well with built-in services to incorporate cognitive skills such as language, vision, and safety detection.
Dan Taylor, Principal Product Architect for Azure AI Foundry SDK, also shares how to streamline your development process with tools for orchestration and monitoring. Use templates to simplify resource deployment and run evaluations against large datasets to optimize performance. With Application Insights, gain visibility into your app's metrics, enabling data-driven decisions for continuous improvement.
► QUICK LINKS:
00:00 - Manage AI apps in Azure AI Foundry
00:27 - What's in the Azure AI Foundry
01:37 - Ground apps using your own data
03:03 - Retrieval Augmented Generation
03:48 - Using vector search
04:17 - Set up your coding environment
06:11 - How to build AI apps in code
07:16 - Using traces
07:45 - Evaluating performance against large data sets
08:19 - Options for monitoring your AI apps
08:58 - Wrap up► Link References Find the Azure AI Foundry at https://ai.azure.com
Check out our code samples at https://aka.ms/AIAppTemplates
► 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
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See the latest innovations in silicon design from AMD with new system-on-a-chip high bandwidth memory breakthroughs with up to 7 terabytes of memory bandwidth in a single virtual machine - and how it's possible to get more than 8x speed-ups without sacrificing compatibility from the previous generation to HBv5. These use AMD EPYC™ 9004 Processors with AMD 3D V-Cache™ Technology.
And find out how Microsoft's own silicon including custom ARM-based Cobalt CPUs and Maia AI accelerators for performance and power efficiency.
Mark Russinovich, Azure CTO, Deputy CISO, Technical Fellow, and Microsoft Mechanics lead contributor, shows how with workloads spanning Databricks, Siemens, Snowflake, or Microsoft Teams, Azure provides the tools to improve efficiency and performance in your datacenter at hyperscale.
► QUICK LINKS:
00:00 - 7TB memory bandwidth in a single VM
00:51 - Efficiency and optimization
02:33 - Choose the right hardware for workloads
04:52 - Microsoft Cobalt CPUs and Maia AI accelerators
06:14 - Hardware innovation for diverse workloads
07:53 - Speedups with HBv5 VMs
09:04 - Compatibility moving from HBv4 to HBv5
11:29 - Future of HPC
12:01 - Wrap up► Link References
Check out https://aka.ms/AzureHPC
For more about HBv5 go to https://aka.ms/AzureHBv5
► 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
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Streamline your workflow and enhance team collaboration with one-click AI agents in Microsoft 365 Copilot. Automate responses, generate detailed documents, and maintain up-to-date content without moving files outside Microsoft 365. Agents utilize your existing content to provide accurate and efficient outputs, saving you time and ensuring consistency. Integrate them into Microsoft Teams to facilitate real-time information sharing and collaboration.
CJ Tan, Microsoft SharePoint and OneDrive GPM, shares the steps to get started building custom AI agents.
► QUICK LINKS:
00:00 - Create specialist agents in one click
00:42 - How to create an agent
02:12 - Data security & version control
02:39 - Customize your agent
04:14 - Access and permissions
05:39 - Test it out
06:23 - Use agents in Teams
07:50 - Agent files
08:25 - Wrap up► Link References
For more ideas and details for building your own agents, check out https://aka.ms/SharePointAgentsAdoption
► 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:
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Spin up SQL databases in seconds with Microsoft Fabric, seamlessly integrating your operational and analytical data across multiple clouds. Use AI to scale, tune, and secure databases, so you can focus on building powerful, data-rich applications without the manual management overhead.
Create and host API endpoints directly from your SQL database in one click, enabling seamless interaction with your data using popular frameworks like React. Integrate your database management into your CI/CD pipelines with ease, ensuring high availability and streamlined development processes.
Anna Hoffman, Principal GPM, SQL database in Microsoft Fabric, joins Jeremy Chapman, Director of Microsoft 365, to show you how to get started.
► QUICK LINKS:
00:00 - SQL database in Microsoft Fabric
00:38 - A new class of autonomous database
01:44 - Spin up a database in seconds
03:09 - Use APIs to read and write data
05:00 - Integrate into CI/CD pipeline & source control
05:41 - Bring in data from across your data estate
06:50 - Vector-based semantic search with keyword search
09:03 - See a finished app
11:12 - Query performance
12:31 - Security and control
13:04 - Wrap up► Link References
Sign up for a free trial at https://aka.ms/SQLinFabric
► 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:
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Increase scalability, optimize performance, and integrate advanced AI features with Azure Database for PostgreSQL Flexible Server. Scale up with SSD v2 for up to 4x more transactions per second and significantly lower latency. Scale out effortlessly with elastic clusters using Citus, distributing workloads across multiple servers at no extra cost. Optimize performance with Automatic Index Tuning, reducing server utilization and enhancing efficiency. Leverage advanced AI features like DiskANN, semantic reranking, and Graph RAG to build better AI apps.
Charles Feddersen, Partner Director of Program Management for Postgres at Microsoft, joins Jeremy Chapman to show you how to build scalable, high-performance AI apps on Azure PostgreSQL Flexible Server today.
► QUICK LINKS:
00:00 - Azure Database for Postgres Flexible Server
00:39 - Updates to PostGreSQL
01:50 - Faster storage with SSD v2
03:06 - Scale out workloads using elastic cluster
03:59 - Provision an elastic cluster
05:34 - Scale "in-place"
07:12 - Eliminate redundant indexes
07:44 - Optimize server parameters
09:52 - Improve AI apps with Postgres Flexible Server
11:40 - Code behind queries using PG Admin
12:31 - Scale workloads
13:36 - Wrap up
► Link References
Get started at https://aka.ms/azurepostgresblog
Access code at https://aka.ms/AzurePostgresAI
► 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:
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Stay ahead of evolving risks and mitigate vulnerabilities with Microsoft Purview Data Security Posture Management (DSPM). Gain prioritized visibility into data security risks, track unprotected sensitive information, and receive actionable insights. With built-in classifiers, automated risk assessments, and AI-powered capabilities like Security Copilot, you can identify and mitigate threats, ensuring a compliant data security environment.
Talhah Mir, Microsoft Purview’s Principal Group Product Manager, shows how to transform your data security strategy with automated, intelligent risk management and maintain continuous protection across your organization.
► QUICK LINKS:
00:00 - Build and maintain a strong data security posture
01:25 - Start in Microsoft Purview Portal
02:14 - Microsoft Purview solutions
03:39 - Analytic reports
04:39 - Take action
05:30 - AI app-focused view
06:13 - View trends
06:59 - Add Security Copilot capabilities
09:37 - Wrap up► Link References
Get started at https://aka.ms/DSPM
► 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
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• Watch or listen from anywhere, subscribe to our podcast: https://microsoftmechanics.libsyn.com/podcast
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Windows 365 Link is the first Cloud PC device purpose-built for Windows 365. It can connect to your Cloud PC in seconds with a simple sign-in, accessing a familiar Windows Desktop with high-fidelity performance. Windows 365 Link offers seamless setup and streamlined management through Microsoft Intune, ensuring your IT environment is efficiently maintained alongside other PCs. As a stateless and adminless device, it does not store user profile data or install additional software.
Optimize your work experience with passwordless authentication, high-performance video conferencing, and support for essential peripherals. Designed with a robust security posture, Windows 365 Link provides data protection with features like Secure Boot, BitLocker encryption, Hypervisor-based Code Integrity, and more.
Jalleen Ringer, Partner GPM for Windows Cloud Endpoints, shows how Windows 365 Link is the ideal choice for secure, scalable, and efficient cloud computing.
► QUICK LINKS:
00:00 - Windows 365 Link—First Cloud PC device purpose-built for Windows 365
00:55 - What it's like to use Windows 365 Link
02:32 - Ports and connectivity
03:18 - Set it up
03:48 - Device management
05:26 - Wrap up► Link References
Check out https://aka.ms/Windows365Link
► 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
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Provide tailored Cloud PC experiences for diverse workforce needs with Windows 365 Frontline. With shared mode, offer cost-effective, on-demand Cloud PCs that reset after each session—ideal for frontline and part-time staff needing intermittent access. Dedicated mode delivers a personalized, consistent desktop experience for employees requiring prolonged use, all managed through Microsoft Intune. As an IT admin, set precise access policies, automate session timeouts, and adjust resources based on role requirements.
Sam Tulimat, Cloud Endpoints Principal PM Lead, shows how Windows 365 Frontline is designed to optimize resources, streamline workflows, and meet the unique needs of any team, ensuring every employee has the tools they need, when and where they need them.
► QUICK LINKS:
00:00 - One Cloud PC for multiple users
01:01 - Optimize costs with shared Cloud PCs
01:44 - Role-specific Cloud PCs
02:15 - Dedicated mode configuration
04:40 - Shared mode configuration steps
06:25 - Provisioning Policies
07:15 - Options to reprovision Cloud PCs
07:49 - Wrap up► Link References
To get started, check out https://aka.ms/Windows365Frontline
► 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
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Minimize risks that come with oversharing and potential data loss. Use Microsoft Purview and its new Data Security Posture Management (DSPM) for AI insights, along with new Data Loss Prevention policies for Microsoft 365 Copilot, and SharePoint Advanced Management, which is now included with Microsoft 365 Copilot. Automate site access reviews at scale and add controls to restrict access to sites if they contain highly sensitive information.
Erica Toelle, Microsoft Purview Senior PM, shows how to control data visibility, automate site access reviews, and fine-tune permissions with Pilot, Deploy, Optimize phases.
► QUICK LINKS:
00:00 — Minimize risk of oversharing
01:24 — Oversharing scenarios
04:03 — How oversharing can occur
05:38 — Restrict discovery & limit access
06:36 — Scope sites
07:15 — Pilot phase
08:16 — Deploy phase
09:17 — Site access reviews
10:00 — Optimize phase
10:54 — Wrap up► Link References
Check out https://aka.ms/DeployM365Copilot
Watch our show on the basics of oversharing at https://aka.ms/SMBoversharing
► 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:
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Millions of people use Azure AI Search every day without knowing it. You can enable your apps with the same search that enables retrieval-augmented generation (RAG) capabilities when you build Custom GPTs or attach files in your ChatGPT prompts.
Pablo Castro, Microsoft CVP and Distinguished Engineer Azure AI Search, joins Jeremy Chapman to share how with Azure AI Search, you can create custom applications that retrieve the most relevant information quickly and accurately, even from billions of records.
Manage massive-scale datasets while maintaining high-quality search results with ultra-compact, binary quantized vector search indexes that use Matryoshka Representation Learning (MRL) and oversampling to equal the search accuracy of vector indexes up to 96 times larger. These approaches drive significant cost savings by optimizing your vector indexes without compromising quality.
► QUICK LINKS:
00:00 - RAG powered by Azure AI Search
00:50 - Azure AI Search role in ChatGPT
02:01 - Azure AI Search use case - AT&T
03:27 - Start in Azure Portal
04:35 - Massive scale and vector index
06:08 - Scalar & Binary Quantization
07:21 - Martyoshka technique
09:07 - Oversampling
11:31 - How to build an app using Azure AI Search
13:00 - See it in action
14:28 - Enable binary quantization with oversampling
14:54 - Wrap up► Link References
Get sample code on GitHub at https://aka.ms/SearchQuantizationSample
Check out search solutions at https://aka.ms/AzureAISearch
► 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:
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Take a look at how wave two of Microsoft 365 Copilot can specifically help your small business by leveraging the secure application of generative AI with your work data. Use it to author presentations and content, reduce digital debt to focus on what’s important as you engage with customers, and automate everyday tasks and processes. For IT, see how to light up Microsoft 365 Copilot in your tenant, and get tips and resources for onboarding your organization.
Mary David Pasch, Principal Product Manager for Microsoft 365 Copilot, joins Jeremy Chapman to share how to use Copilot to save time, drive productivity, and foster stronger connections with your customers.
► QUICK LINKS:
00:00 - Microsoft 365 Copilot Small Business Guide
00:53 - Save time
02:14 - Privacy & safety
05:03 - How Microsoft 365 Copilot can assist you
06:24 - Work smarter, improve skill sets
08:13 - Create custom experiences
08:48 - Enable Copilot and onboard users
10:28 - How to apply Copilot to specific areas in your company
12:18 - Guidance & resources
14:07 - Wrap up► Link References
Watch our whole series at https://aka.ms/CopilotSMBMechanics
Check out our show on preparing for Copilot at https://aka.ms/SMBOversharingMechanics
See how to create custom experiences at https://aka.ms/Wave2MechanicsUse role-based scenario guidance at https://aka.ms/AIforAll
Get a Success Kit at https://aka.ms/CopilotSMBSuccesskitSign up for or watch Quickstart Training at https://aka.ms/QuickStartCopilot
► 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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What are prompt injection attacks and how do you stop them? How do you avoid deceptive responses? Can AI traffic be end-to-end encrypted? We'll answer these questions and more with technical demonstrations to make it real.
Mark Russinovich will show you how to develop and deploy AI applications that prioritize safety, privacy, and integrity. Leverage real-time safety guardrails to filter harmful content and proactively prevent misuse, ensuring AI outputs are trustworthy. The integration of confidential inferencing enables users to maintain data privacy by encrypting information during processing, safeguarding sensitive data from exposure. Enhance AI solutions with advanced features like Groundedness detection, which provides real-time corrections to inaccurate outputs, and the Confidential Computing initiative that extends verifiable privacy across all services.
Mark Russinovich, Azure CTO, joins Jeremy Chapman to share how to build secure AI applications, monitor and manage potential risks, and ensure compliance with privacy regulations.
► QUICK LINKS:
00:00 - Keep data safe and private
01:19 - Azure AI Content Safety capability set
02:17 - Direct jailbreak attack
03:47 - Put controls in place
04:54 - Indirect prompt injection attack
05:57 - Options to monitor attacks over time
06:22 - Groundedness detection
07:45 - Privacy—Confidential Computing
09:40 - Confidential inferencing Model-as-a-service
11:31 - Ensure services and APIs are trustworthy
11:50 - Security
12:51 - Web Query Transparency
13:51 - Microsoft Defender for Cloud Apps
15:16 - Wrap up► Link References
Check out https://aka.ms/MicrosoftTrustworthyAI
For verifiable privacy, go to our blog at https://aka.ms/ConfidentialInferencing
► 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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With more than 1700 models to choose from on Azure, selecting the right one is key to enabling the right capabilities, at the right price point, and with the right protections in place. That's where the Azure AI model catalog and model benchmarks can help.
With Azure AI, you can seamlessly integrate powerful GenAI models into your app development process, making your applications smarter, more efficient, and highly scalable. Access a vast selection of AI models, from sophisticated large language models to efficient small models that can run offline.
Matt McSpirit, Microsoft Azure expert, shows how to compare and select the right AI model for your specific needs. Azure AI's model benchmarks evaluate models on accuracy, coherence, groundedness, fluency, relevance, and similarity. Experiment with different models in Azure AI Studio or your preferred coding environment, and optimize costs with serverless pricing options.
► QUICK LINKS:
00:00 - Build GenAI powered apps
00:53 - Model choice
02:11 - Use your environments of choice
02:44 - Choose the right AI model
05:28 - Compare models
08:04 - Wrap up► Link References
Get started at https://ai.azure.comSee data, privacy, and security for use of models at https://aka.ms/AzureAImodelcontrols
► 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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Streamline threat detection and response across diverse environments with Microsoft Sentinel, your cloud-native SIEM solution. With features like Auxiliary logs for low-cost storage and proactive data optimization recommendations, you can efficiently manage high volumes of security data without compromising on threat intelligence. Leverage built-in AI and automation to uncover hidden threats and reduce investigation time from days to minutes.
Rob Lefferts, CVP for Security Solutions at Microsoft, joins Jeremy Chapman to show how to migrate from existing SIEM solutions with built-in migration tools, ensuring seamless access to your security logs while maintaining investigative integrity.
► QUICK LINKS:
00:00 - Microsoft Sentinel, modern Cloud SIEM
01:12 - Unified security operations platform
02:55 - Prioritize security updates
04:27 - Storage options
05:11 - Optimize data coverage and usage
06:17 - Protect against long-term persistent attacks
07:58 - Automation using auxiliary logs
08:59 - Manual effort
10:10 - Automation
12:07 - Migration
13:31 - Wrap up► Link References
Get started at https://aka.ms/MicrosoftSentinel
Find samples for the Playbook Logic App and the Function app at https://aka.ms/AuxLogsTIapp► 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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Build your own custom applications with Azure AI right from your code. With Azure AI, leverage over 1,700 models, seamlessly integrating them into your coding environment to create tailored app experiences. Utilize features like Retrieval Augmented Generation and vector search to enrich responses with contextual information, as well as prebuilt Azure AI services to incorporate cognitive skills such as language, vision, and safety detection.
Dan Taylor, Principal Product Architect for Microsoft Azure AI, also shares how to streamline your development process with tools for orchestration and monitoring. Use templates to simplify resource deployment and run evaluations against large datasets to optimize performance. With Application Insights, gain visibility into your app's metrics, enabling data-driven decisions for continuous improvement.
► QUICK LINKS:
00:00 - Build custom AI apps with the studio in Azure AI
00:27 - Leverage the studio in Azure AI
01:37 - Build apps grounded on custom data
03:03 - Retrieval Augmented Generation
03:48 - Vector search
04:17 - Set up your coding environment
06:11 - How to build in code
07:16 - Traces
07:45 - Evaluate performance against large data set
08:19 - Options for monitoring
08:58 - Wrap up► Link References
To get started, go to https://ai.azure.com
Check out our code samples at https://aka.ms/AIAppTemplates► 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
- Visa fler
