├── .gitignore ├── CODE_OF_CONDUCT.md ├── LICENSE ├── README.md ├── SECURITY.md ├── SUPPORT.md └── docs ├── .nojekyll ├── 00-getting-started └── README.md ├── 01-create-fabric-capacity ├── README.md └── media │ ├── basic-fabric-capacity-details.png │ ├── fabric-main-page.png │ ├── fabric-sign-in.png │ ├── search-microsoft-fabric.png │ ├── select-create-fabric-capacity.png │ └── select-create-fabric.png ├── 02-create-fabric-workspace ├── README.md └── media │ ├── fabric-main-page.png │ ├── new-workspace-advanced.png │ ├── new-workspace-simple.png │ ├── select-new-fabric-resource.png │ ├── select-new-workspace.png │ └── select-workspaces.png ├── 03-labs-and-modules └── README.md ├── 04-microsoft-learn-resources └── README.md ├── README.md ├── index.html └── media ├── android-chrome-192x192.png ├── android-chrome-512x512.png ├── apple-touch-icon.png ├── favicon-16x16.png ├── favicon-32x32.png ├── favicon.ico └── site.webmanifest /.gitignore: -------------------------------------------------------------------------------- 1 | ## Ignore Visual Studio temporary files, build results, and 2 | ## files generated by popular Visual Studio add-ons. 3 | ## 4 | ## Get latest from https://github.com/github/gitignore/blob/main/VisualStudio.gitignore 5 | 6 | # User-specific files 7 | *.rsuser 8 | *.suo 9 | *.user 10 | *.userosscache 11 | *.sln.docstates 12 | 13 | # User-specific files (MonoDevelop/Xamarin Studio) 14 | *.userprefs 15 | 16 | # Mono auto generated files 17 | mono_crash.* 18 | 19 | # Build results 20 | [Dd]ebug/ 21 | [Dd]ebugPublic/ 22 | [Rr]elease/ 23 | [Rr]eleases/ 24 | x64/ 25 | x86/ 26 | [Ww][Ii][Nn]32/ 27 | [Aa][Rr][Mm]/ 28 | [Aa][Rr][Mm]64/ 29 | bld/ 30 | [Bb]in/ 31 | [Oo]bj/ 32 | [Ll]og/ 33 | [Ll]ogs/ 34 | 35 | # Visual Studio 2015/2017 cache/options directory 36 | .vs/ 37 | # Uncomment if you have tasks that create the project's static files in wwwroot 38 | #wwwroot/ 39 | 40 | # Visual Studio 2017 auto generated files 41 | Generated\ Files/ 42 | 43 | # MSTest test Results 44 | [Tt]est[Rr]esult*/ 45 | [Bb]uild[Ll]og.* 46 | 47 | # NUnit 48 | *.VisualState.xml 49 | TestResult.xml 50 | nunit-*.xml 51 | 52 | # Build Results of an ATL Project 53 | [Dd]ebugPS/ 54 | [Rr]eleasePS/ 55 | dlldata.c 56 | 57 | # Benchmark Results 58 | BenchmarkDotNet.Artifacts/ 59 | 60 | # .NET Core 61 | project.lock.json 62 | project.fragment.lock.json 63 | artifacts/ 64 | 65 | # ASP.NET Scaffolding 66 | ScaffoldingReadMe.txt 67 | 68 | # StyleCop 69 | StyleCopReport.xml 70 | 71 | # Files built by Visual Studio 72 | *_i.c 73 | *_p.c 74 | *_h.h 75 | *.ilk 76 | *.meta 77 | *.obj 78 | *.iobj 79 | *.pch 80 | *.pdb 81 | *.ipdb 82 | *.pgc 83 | *.pgd 84 | *.rsp 85 | *.sbr 86 | *.tlb 87 | *.tli 88 | *.tlh 89 | *.tmp 90 | *.tmp_proj 91 | *_wpftmp.csproj 92 | *.log 93 | *.tlog 94 | *.vspscc 95 | *.vssscc 96 | .builds 97 | *.pidb 98 | *.svclog 99 | *.scc 100 | 101 | # Chutzpah Test files 102 | _Chutzpah* 103 | 104 | # Visual C++ cache files 105 | ipch/ 106 | *.aps 107 | *.ncb 108 | *.opendb 109 | *.opensdf 110 | *.sdf 111 | *.cachefile 112 | *.VC.db 113 | *.VC.VC.opendb 114 | 115 | # Visual Studio profiler 116 | *.psess 117 | *.vsp 118 | *.vspx 119 | *.sap 120 | 121 | # Visual Studio Trace Files 122 | *.e2e 123 | 124 | # TFS 2012 Local Workspace 125 | $tf/ 126 | 127 | # Guidance Automation Toolkit 128 | *.gpState 129 | 130 | # ReSharper is a .NET coding add-in 131 | _ReSharper*/ 132 | *.[Rr]e[Ss]harper 133 | *.DotSettings.user 134 | 135 | # TeamCity is a build add-in 136 | _TeamCity* 137 | 138 | # DotCover is a Code Coverage Tool 139 | *.dotCover 140 | 141 | # AxoCover is a Code Coverage Tool 142 | .axoCover/* 143 | !.axoCover/settings.json 144 | 145 | # Coverlet is a free, cross platform Code Coverage Tool 146 | coverage*.json 147 | coverage*.xml 148 | coverage*.info 149 | 150 | # Visual Studio code coverage results 151 | *.coverage 152 | *.coveragexml 153 | 154 | # NCrunch 155 | _NCrunch_* 156 | .*crunch*.local.xml 157 | nCrunchTemp_* 158 | 159 | # MightyMoose 160 | *.mm.* 161 | AutoTest.Net/ 162 | 163 | # Web workbench (sass) 164 | .sass-cache/ 165 | 166 | # Installshield output folder 167 | [Ee]xpress/ 168 | 169 | # DocProject is a documentation generator add-in 170 | DocProject/buildhelp/ 171 | DocProject/Help/*.HxT 172 | DocProject/Help/*.HxC 173 | DocProject/Help/*.hhc 174 | DocProject/Help/*.hhk 175 | DocProject/Help/*.hhp 176 | DocProject/Help/Html2 177 | DocProject/Help/html 178 | 179 | # Click-Once directory 180 | publish/ 181 | 182 | # Publish Web Output 183 | *.[Pp]ublish.xml 184 | *.azurePubxml 185 | # Note: Comment the next line if you want to checkin your web deploy settings, 186 | # but database connection strings (with potential passwords) will be unencrypted 187 | *.pubxml 188 | *.publishproj 189 | 190 | # Microsoft Azure Web App publish settings. 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Backup files are not needed, 256 | # because we have git ;-) 257 | _UpgradeReport_Files/ 258 | Backup*/ 259 | UpgradeLog*.XML 260 | UpgradeLog*.htm 261 | ServiceFabricBackup/ 262 | *.rptproj.bak 263 | 264 | # SQL Server files 265 | *.mdf 266 | *.ldf 267 | *.ndf 268 | 269 | # Business Intelligence projects 270 | *.rdl.data 271 | *.bim.layout 272 | *.bim_*.settings 273 | *.rptproj.rsuser 274 | *- [Bb]ackup.rdl 275 | *- [Bb]ackup ([0-9]).rdl 276 | *- [Bb]ackup ([0-9][0-9]).rdl 277 | 278 | # Microsoft Fakes 279 | FakesAssemblies/ 280 | 281 | # GhostDoc plugin setting file 282 | *.GhostDoc.xml 283 | 284 | # Node.js Tools for Visual Studio 285 | .ntvs_analysis.dat 286 | node_modules/ 287 | 288 | # Visual Studio 6 build log 289 | *.plg 290 | 291 | # Visual Studio 6 workspace options file 292 | *.opt 293 | 294 | # Visual Studio 6 auto-generated workspace file (contains which files were open etc.) 295 | *.vbw 296 | 297 | # Visual Studio 6 auto-generated project file (contains which files were open etc.) 298 | *.vbp 299 | 300 | # Visual Studio 6 workspace and project file (working project files containing files to include in project) 301 | *.dsw 302 | *.dsp 303 | 304 | # Visual Studio 6 technical files 305 | *.ncb 306 | *.aps 307 | 308 | # Visual Studio LightSwitch build output 309 | **/*.HTMLClient/GeneratedArtifacts 310 | **/*.DesktopClient/GeneratedArtifacts 311 | **/*.DesktopClient/ModelManifest.xml 312 | **/*.Server/GeneratedArtifacts 313 | **/*.Server/ModelManifest.xml 314 | _Pvt_Extensions 315 | 316 | # Paket dependency manager 317 | .paket/paket.exe 318 | paket-files/ 319 | 320 | # FAKE - F# Make 321 | .fake/ 322 | 323 | # CodeRush personal settings 324 | .cr/personal 325 | 326 | # Python Tools for Visual Studio (PTVS) 327 | __pycache__/ 328 | *.pyc 329 | 330 | # Cake - Uncomment if you are using it 331 | # tools/** 332 | # !tools/packages.config 333 | 334 | # Tabs Studio 335 | *.tss 336 | 337 | # Telerik's JustMock configuration file 338 | *.jmconfig 339 | 340 | # BizTalk build output 341 | *.btp.cs 342 | *.btm.cs 343 | *.odx.cs 344 | *.xsd.cs 345 | 346 | # OpenCover UI analysis results 347 | OpenCover/ 348 | 349 | # Azure Stream Analytics local run output 350 | ASALocalRun/ 351 | 352 | # MSBuild Binary and Structured Log 353 | *.binlog 354 | 355 | # NVidia Nsight GPU debugger configuration file 356 | *.nvuser 357 | 358 | # MFractors (Xamarin productivity tool) working folder 359 | .mfractor/ 360 | 361 | # Local History for Visual Studio 362 | .localhistory/ 363 | 364 | # Visual Studio History (VSHistory) files 365 | .vshistory/ 366 | 367 | # BeatPulse healthcheck temp database 368 | healthchecksdb 369 | 370 | # Backup folder for Package Reference Convert tool in Visual Studio 2017 371 | MigrationBackup/ 372 | 373 | # Ionide (cross platform F# VS Code tools) working folder 374 | .ionide/ 375 | 376 | # Fody - auto-generated XML schema 377 | FodyWeavers.xsd 378 | 379 | # VS Code files for those working on multiple tools 380 | .vscode/* 381 | !.vscode/settings.json 382 | !.vscode/tasks.json 383 | !.vscode/launch.json 384 | !.vscode/extensions.json 385 | *.code-workspace 386 | 387 | # Local History for Visual Studio Code 388 | .history/ 389 | 390 | # Windows Installer files from build outputs 391 | *.cab 392 | *.msi 393 | *.msix 394 | *.msm 395 | *.msp 396 | 397 | # JetBrains Rider 398 | *.sln.iml 399 | -------------------------------------------------------------------------------- /CODE_OF_CONDUCT.md: -------------------------------------------------------------------------------- 1 | # Microsoft Open Source Code of Conduct 2 | 3 | This project has adopted the [Microsoft Open Source Code of Conduct](https://opensource.microsoft.com/codeofconduct/). 4 | 5 | Resources: 6 | 7 | - [Microsoft Open Source Code of Conduct](https://opensource.microsoft.com/codeofconduct/) 8 | - [Microsoft Code of Conduct FAQ](https://opensource.microsoft.com/codeofconduct/faq/) 9 | - Contact [opencode@microsoft.com](mailto:opencode@microsoft.com) with questions or concerns 10 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) Microsoft Corporation. 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE 22 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Microsoft Fabric Workshops and Readiness 2 | 3 | ## Welcome to the Microsoft Fabric Workshops and Readiness 4 | 5 | ![Fabric Logo](./docs/media/android-chrome-192x192.png) 6 | 7 | This repository is a guide for Microsoft Fabric Workshops and Readiness. 8 | 9 | ## Summary of the resources and contents 10 | 11 | ### Getting Started with Microsoft Fabric 12 | 13 | This unit introduces the basic concepts and components of Microsoft Fabric, such as capacity, workspace, and Fabric. 14 | 15 | ### Create a Microsoft Fabric Capacity 16 | 17 | This unit teaches how to create a capacity using Microsoft Azure, which is a cloud computing platform that provides the infrastructure for Microsoft Fabric. 18 | 19 | ### Create a Microsoft Fabric Workspace 20 | 21 | This unit shows how to create a workspace using Microsoft Fabric, which is a web-based interface that allows users to access and manage their data and applications on Microsoft Fabric. 22 | 23 | ### Choose your own Fabric Lab 24 | 25 | This is a selection of labs that explore the different capabilities and features of Microsoft Fabric, such as data ingestion, data transformation, data visualization, and data analysis. 26 | 27 | ### Microsoft Learn Learning Paths 28 | 29 | This is a selection of learning paths that explore the different capabilities and features of Microsoft Fabric, such as data ingestion, data transformation, data visualization, and data analysis. 30 | 31 | To get started please, check out the repository [GitHub pages](https://microsoft.github.io/Fabric_Workshops/?WT.mc_id=academic-114547-leestott) website. 32 | 33 | ## Contributing 34 | 35 | This project welcomes contributions and suggestions. Most contributions require you to agree to a 36 | Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us 37 | the rights to use your contribution. For details, visit . 38 | 39 | When you submit a pull request, a CLA bot will automatically determine whether you need to provide 40 | a CLA and decorate the PR appropriately (e.g., status check, comment). Simply follow the instructions 41 | provided by the bot. You will only need to do this once across all repos using our CLA. 42 | 43 | This project has adopted the [Microsoft Open Source Code of Conduct](https://opensource.microsoft.com/codeofconduct/). 44 | For more information see the [Code of Conduct FAQ](https://opensource.microsoft.com/codeofconduct/faq/) or 45 | contact [opencode@microsoft.com](mailto:opencode@microsoft.com) with any additional questions or comments. 46 | 47 | ## Trademarks 48 | 49 | This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft trademarks or logos is subject to and must follow [Microsoft's Trademark & Brand Guidelines](https://www.microsoft.com/en-us/legal/intellectualproperty/trademarks/usage/general). Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship. Any use of third-party trademarks or logos are subject to those third-party's policies. 50 | -------------------------------------------------------------------------------- /SECURITY.md: -------------------------------------------------------------------------------- 1 | 2 | 3 | ## Security 4 | 5 | Microsoft takes the security of our software products and services seriously, which includes all source code repositories managed through our GitHub organizations, which include [Microsoft](https://github.com/Microsoft), [Azure](https://github.com/Azure), [DotNet](https://github.com/dotnet), [AspNet](https://github.com/aspnet) and [Xamarin](https://github.com/xamarin). 6 | 7 | If you believe you have found a security vulnerability in any Microsoft-owned repository that meets [Microsoft's definition of a security vulnerability](https://aka.ms/security.md/definition), please report it to us as described below. 8 | 9 | ## Reporting Security Issues 10 | 11 | **Please do not report security vulnerabilities through public GitHub issues.** 12 | 13 | Instead, please report them to the Microsoft Security Response Center (MSRC) at [https://msrc.microsoft.com/create-report](https://aka.ms/security.md/msrc/create-report). 14 | 15 | If you prefer to submit without logging in, send email to [secure@microsoft.com](mailto:secure@microsoft.com). If possible, encrypt your message with our PGP key; please download it from the [Microsoft Security Response Center PGP Key page](https://aka.ms/security.md/msrc/pgp). 16 | 17 | You should receive a response within 24 hours. If for some reason you do not, please follow up via email to ensure we received your original message. Additional information can be found at [microsoft.com/msrc](https://www.microsoft.com/msrc). 18 | 19 | Please include the requested information listed below (as much as you can provide) to help us better understand the nature and scope of the possible issue: 20 | 21 | * Type of issue (e.g. buffer overflow, SQL injection, cross-site scripting, etc.) 22 | * Full paths of source file(s) related to the manifestation of the issue 23 | * The location of the affected source code (tag/branch/commit or direct URL) 24 | * Any special configuration required to reproduce the issue 25 | * Step-by-step instructions to reproduce the issue 26 | * Proof-of-concept or exploit code (if possible) 27 | * Impact of the issue, including how an attacker might exploit the issue 28 | 29 | This information will help us triage your report more quickly. 30 | 31 | If you are reporting for a bug bounty, more complete reports can contribute to a higher bounty award. Please visit our [Microsoft Bug Bounty Program](https://aka.ms/security.md/msrc/bounty) page for more details about our active programs. 32 | 33 | ## Preferred Languages 34 | 35 | We prefer all communications to be in English. 36 | 37 | ## Policy 38 | 39 | Microsoft follows the principle of [Coordinated Vulnerability Disclosure](https://aka.ms/security.md/cvd). 40 | 41 | 42 | -------------------------------------------------------------------------------- /SUPPORT.md: -------------------------------------------------------------------------------- 1 | # Support 2 | 3 | ## How to file issues 4 | 5 | This project uses GitHub Issues to track bugs and feature requests. Please search the existing 6 | issues before filing new issues to avoid duplicates. For new issues, file your bug or 7 | feature request as a new Issue. 8 | 9 | ## Microsoft Support Policy 10 | 11 | Support for this **Project** is limited to the resources listed above. 12 | -------------------------------------------------------------------------------- /docs/.nojekyll: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /docs/00-getting-started/README.md: -------------------------------------------------------------------------------- 1 | # Getting Started with Microsoft Fabric 2 | 3 | Microsoft Fabric is an end-to-end analytics platform that provides a single, integrated environment for data professionals and businesses to collaborate on data projects. Fabric provides a set of integrated services that enable you to ingest, store, process, and analyze data in a single environment. 4 | 5 | Microsoft Fabric provides tools for both citizen and professional data practitioners and integrates with tools the business needs to make decisions. 6 | 7 | Fabric includes the following services: 8 | 9 | - Data engineering 10 | - Data integration 11 | - Data warehousing 12 | - Real-time analytics 13 | - Data science 14 | - Business intelligence 15 | 16 | ## Explore Fabric's experiences 17 | 18 | Fabric offers a set of analytics experiences that are designed to accomplish specific tasks and work together seamlessly. 19 | 20 | Fabric's experiences include: 21 | 22 | - **Synapse Data Engineering**: data engineering with a Spark platform for data transformation at scale. 23 | - **Synapse Data Warehouse**: data warehousing with industry-leading SQL performance and scale to support data use. 24 | - **Synapse Data Science**: data science with Azure Machine Learning and Spark for model training and execution tracking in a scalable environment. 25 | - **Synapse Real-Time Analytics**: real-time analytics to query and analyze large volumes of data in real-time. 26 | - **Data Factory**: data integration combining Power Query with the scale of Azure Data Factory to move and transform data. 27 | - **Power BI**: business intelligence for translating data to decisions. 28 | 29 | Fabric provides a comprehensive data analytics solution by unifying all these experiences on a single platform. 30 | 31 | ## Enable Microsoft Fabric individual user Trial 32 | 33 | Microsoft Fabric is provided free of charge when you sign up for the Fabric trial. Your use of the Microsoft Fabric trial includes access to the Fabric product experiences and the resources to create and host Fabric items. The Fabric trial lasts for 60 days. 34 | You get the following: 35 | Full access to all of the Fabric experiences and features. 36 | OneLake storage up to 1 TB. 37 | 38 | Users can create Fabric items and collaborate with others in the Fabric trial capacity. This includes: 39 | 40 | - Creating Workspaces (folders) for projects that support Fabric capabilities. 41 | - Sharing Fabric items, such as semantic models, warehouses, and notebooks, and collaborating on them with other Fabric users. 42 | - Creating analytics solutions using Fabric items. 43 | 44 | > [!NOTE] 45 | > When you start a Fabric trial, your trial capacity has 64 capacity units (CU). You don't have access to your capacity until you put something into it. To begin using your Fabric trial, add items to My workspace or create a new workspace. Assign that workspace to your trial capacity using the Trial license mode, and then all the items in that workspace are saved and executed in that capacity. 46 | > For more details see [documentation here](https://learn.microsoft.com/fabric/get-started/fabric-trial#administer-user-access-to-a-fabric-preview-trial/?WT.mc_id=academic-114547-leestott). 47 | 48 | ## Enable Microsoft Fabric Trial on your existing tenant 49 | 50 | Before you can explore the end-to-end capabilities of Microsoft Fabric, it must be enabled for your organization. 51 | 52 | The permissions required to enable Fabric are either: 53 | 54 | - *Fabric admin* 55 | - *Power Platform admin* 56 | - *Microsoft 365 admin* 57 | 58 | Fabric can be enabled at the tenant level or capacity level, meaning that it can be enabled for the entire organization or for specific groups of users. To learn how to enable Fabric for your organization, see the [documentation here](https://learn.microsoft.com/fabric/admin/fabric-switch#enable-for-your-tenant/?WT.mc_id=academic-114547-leestott). 59 | 60 | > [!NOTE] 61 | > You can't modify or access the settings to enable Microsoft Fabric if you do not have any of the listed permissions. Please, contact your administrator to confirm that Microsoft Fabric is enabled in your tenant. 62 | 63 | ## Microsoft Fabric Capacity 64 | 65 | Capacity units (CUs) are units of measure representing a pool of compute power. Compute power is required to run all queries, jobs, or tasks in Fabric from data modeling and data warehousing to business intelligence and AI experiences. 66 | 67 | The benefits of Fabric Capacity: 68 | 69 | - Simplified purchasing with a single pool of compute for every workload. 70 | - The ability to use the same set of Capacity Units (CUs) wherever you have the need without pre-allocating capacity. 71 | - All CUs are pooled and are not locked in an idle workload to reduce costs. 72 | -Transparent monitoring through a centralized dashboard to monitor usage and costs. 73 | 74 | ## Microsoft Fabric Workspace 75 | 76 | Fabric workspaces allow you to access all Fabric items (lakehouses, notebooks, pipelines, etc.). 77 | 78 | Workspaces must be in Premium capacity to use Fabric. If you don't have access to Premium capacity, you aren't able to use Fabric. 79 | 80 | You may notice that Fabric experiences look similar to other Microsoft data offerings. Fabric is built on Power BI and Azure Data Lake Storage, and includes capabilities from Azure Synapse Analytics, Azure Data Factory, Azure Databricks, and Azure Machine Learning. What makes Fabric unique is that it brings these capabilities together in a single, SaaS, integrated experience without the need for access to Azure resources. 81 | 82 | *Head over to the next exercise to learn about [creating a fabric capacity](../01-create-fabric-capacity/README.md?WT.mc_id=academic-114547-leestott)!* 83 | 84 | # Resources 85 | 86 | - [Introduction to end-to-end analytics using Microsoft Fabric](https://learn.microsoft.com/training/modules/introduction-end-analytics-use-microsoft-fabric/?WT.mc_id=academic-114547-leestott) | Microsoft Learn Training 87 | - [Data Analytics | Microsoft Fabric](https://www.microsoft.com/microsoft-fabric/?WT.mc_id=academic-114547-leestott) | Microsoft 88 | - [What is Microsoft Fabric?](https://learn.microsoft.com/fabric/get-started/microsoft-fabric-overview/?WT.mc_id=academic-114547-leestott) | Microsoft Learn Documentation 89 | -------------------------------------------------------------------------------- /docs/01-create-fabric-capacity/README.md: -------------------------------------------------------------------------------- 1 | # Create a Microsoft Fabric Capacity from your Azure Subscription 2 | 3 | In this exercise, you create a Microsoft Fabric Capacity from an existing Azure Subscription that enables you to use Microsoft Fabric capabilities. If you have access to a trial account and your tenant admin has granted users access to the Fabric Trial you will have access to a FT1 Fabric Trail Capacity which should be sufficient capacity for your 60 day trial period. 4 | 5 | > [!NOTE] 6 | > In order to complete this exercise and create capacity from an Azure Subscription, you need the following: 7 | > 8 | > - Access to Fabric on your tenant - [Enable Fabric](../00-getting-started/README.md?id=enable-microsoft-fabric-trial-on-your-existing-tenant&WT.mc_id=academic-114547-leestott). Note that you need a Microsoft work or school account to enable Fabric. If you don't have one, you can [sign up for a trial of Microsoft Office 365 E3 or higher](https://www.microsoft.com/microsoft-365/business/compare-more-office-365-for-business-plans/?WT.mc_id=academic-114547-leestott). 9 | > - An Azure subscription (If you don't have access to [Fabric Trial Capacity](../00-getting-started/README.md?id=enable-microsoft-fabric-individual-user-trial&WT.mc_id=academic-114547-leestott)) - [Create one for free](https://azure.microsoft.com/free/ai-services/?WT.mc_id=academic-114547-leestott). 10 | > 11 | 12 | In this exercise, you will: 13 | 14 | - Create a Microsoft Fabric free subscription. 15 | - Provision a Microsoft Fabric capacity in the Azure portal. 16 | 17 | ## Create a Microsoft Fabric free subscription 18 | 19 | For this exercise, you will use Microsoft Fabric to create an account. 20 | 21 | 1. Visit the [Microsoft Fabric](https://app.fabric.microsoft.com/singleSignOn/?WT.mc_id=academic-114547-leestott) sign in page, enter your email and select **Submit**. 22 | ![Screenshot from the Microsoft Fabric sign up page with the email input box and submit button highlighted in red boxes.](./media/fabric-sign-in.png) 23 | 24 | 2. Wait for validation then, you will be redirected to the **Microsoft Fabric** experiences page. 25 | ![Screenshot from the Microsoft Fabric main page.](./media/fabric-main-page.png) 26 | 27 | ## Provision a resource in the Azure portal 28 | 29 | For this exercise, you will use Azure Portal to provision a resource. 30 | 31 | 1. Visit the [Azure portal](https://portal.azure.com/?WT.mc_id=academic-114547-leestott) in your browser and sign in. 32 | 33 | 2. Type *microsoft fabric* in the search bar at the top of the portal page and select **Microsoft Fabric** from the options that appear. 34 | 35 | ![Screenshot from the Azure portal with the search word microsoft fabric and the search result Microsoft Fabric highlighted in a red box.](./media/search-microsoft-fabric.png) 36 | 37 | 3. Select **create** from the toolbar to initiate the capacity creation process. 38 | ![Screenshot from the Azure portal with the Create word highlighted in a red box.](./media/select-create-fabric.png) 39 | 40 | 4. Perform the following tasks: 41 | 42 | In the **Project details** section: 43 | | What | Comment| 44 | | ---- | ---- | 45 | | Subscription | Select your preferred subscription. | 46 | | Resource group | Select an existing resource group or create a new one using the **Create new** button.| 47 | 48 | In the **Capacity details** section: 49 | | What | Comment | 50 | |----|----| 51 | | Capacity name | Enter a unique name for your capacity. Only numbers and lower case letters are allowed. | 52 | | Region | Select the same region as your tenant location. Your tenant location is selected by default. | 53 | | Size | Select the **F2** capacity. Currently, the F2 capacity is the lowest available option that will allow you to experiment with fabric capabilities. | 54 | | Fabric capacity administrator | Enter the same email you used to create your Fabric subscription. | 55 | 56 | ![Screenshot from the Azure portal with the basic configuration parameters highlighted in red boxes.](./media/basic-fabric-capacity-details.png) 57 | 58 | 5. Confirm your configuration settings and select **Create**. This action should start provisioning the resource. 59 | 60 | ![Screenshot from the Azure portal with the validation pane and the create button highlighted in red boxes.](./media/select-create-fabric-capacity.png) 61 | 62 | 6. Select **Go to resource**, to inspect your created resource. On this page, you are be able to manage your resource and locate important information. 63 | 64 | > [!WARNING] 65 | > Selecting the wrong size might consume hundreds of dollars in a couple of hours. Please be careful while performing these steps. 66 | > 67 | > **We encourage you to delete the capacity once you are done experimenting with it.** 68 | 69 | Congratulations! You have successfully registered for a free Microsoft Fabric subscription and provisioned your own Fabric capacity. 70 | 71 | *Head over to the next exercise to learn about [creating a fabric workspace](../02-create-fabric-workspace/README.md?WT.mc_id=academic-114547-leestott)!* 72 | -------------------------------------------------------------------------------- /docs/01-create-fabric-capacity/media/basic-fabric-capacity-details.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/Fabric_Workshops/0d580a715846433c381b331d55a1818be690dcde/docs/01-create-fabric-capacity/media/basic-fabric-capacity-details.png -------------------------------------------------------------------------------- /docs/01-create-fabric-capacity/media/fabric-main-page.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/Fabric_Workshops/0d580a715846433c381b331d55a1818be690dcde/docs/01-create-fabric-capacity/media/fabric-main-page.png -------------------------------------------------------------------------------- /docs/01-create-fabric-capacity/media/fabric-sign-in.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/Fabric_Workshops/0d580a715846433c381b331d55a1818be690dcde/docs/01-create-fabric-capacity/media/fabric-sign-in.png -------------------------------------------------------------------------------- /docs/01-create-fabric-capacity/media/search-microsoft-fabric.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/Fabric_Workshops/0d580a715846433c381b331d55a1818be690dcde/docs/01-create-fabric-capacity/media/search-microsoft-fabric.png -------------------------------------------------------------------------------- /docs/01-create-fabric-capacity/media/select-create-fabric-capacity.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/Fabric_Workshops/0d580a715846433c381b331d55a1818be690dcde/docs/01-create-fabric-capacity/media/select-create-fabric-capacity.png -------------------------------------------------------------------------------- /docs/01-create-fabric-capacity/media/select-create-fabric.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/Fabric_Workshops/0d580a715846433c381b331d55a1818be690dcde/docs/01-create-fabric-capacity/media/select-create-fabric.png -------------------------------------------------------------------------------- /docs/02-create-fabric-workspace/README.md: -------------------------------------------------------------------------------- 1 | # Create a Microsoft Fabric Workspace 2 | 3 | In this exercise, you create a Microsoft Fabric Workspace that stores your Microsoft Fabric workloads. 4 | 5 | > [!NOTE] 6 | > In order to complete this exercise, you need the following: 7 | > 8 | > - Access to Fabric on your tenant - [Enable Fabric](../00-getting-started/README.md?id=enable-microsoft-fabric-trial-on-your-existing-tenant&WT.mc_id=academic-114547-leestott). Note that you need a Microsoft work or school account to enable Fabric. If you don't have one, you can [sign up for a trial of Microsoft Office 365 E3 or higher](https://www.microsoft.com/microsoft-365/business/compare-more-office-365-for-business-plans/?WT.mc_id=academic-114547-leestott). 9 | > - An Azure subscription (If you don't have access to [Fabric Trial Capacity](../00-getting-started/README.md?id=enable-microsoft-fabric-individual-user-trial&WT.mc_id=academic-114547-leestott)) - [Create one for free](https://azure.microsoft.com/free/ai-services/?WT.mc_id=academic-114547-leestott). 10 | > - A Fabric subscription - [Create one for free](../01-create-fabric-capacity/README.md?id=create-a-microsoft-fabric-free-subscription&WT.mc_id=academic-114547-leestott). 11 | > - A Fabric capacity - [Create one in the Azure portal](../01-create-fabric-capacity/README.md?id=provision-a-resource-in-the-azure-portal&WT.mc_id=academic-114547-leestott). 12 | 13 | ## Create a new workspace 14 | 15 | For this exercise, you will use Microsoft Fabric to create a workspace. 16 | 17 | 1. Visit the [Microsoft Fabric studio](https://app.fabric.microsoft.com/?WT.mc_id=academic-114547-leestott) in your browser and sign in. 18 | ![Screenshot from the Microsoft Fabric main page.](./media/fabric-main-page.png) 19 | 20 | 2. Select one of the available experiences for you. For example, select **Synapse Data Science**. 21 | 22 | 3. Select **Workspaces** from the left side navigation menu to create a new workspace. 23 | 24 | ![Screenshot from the Microsoft Fabric studio with the workspaces highlighted in a red box.](./media/select-workspaces.png) 25 | 26 | 4. Select **+ New workspace** to start the creation process. 27 | 28 | ![Screenshot from the Microsoft Fabric studio with the + New workspace highlighted in a red box.](./media/select-new-workspace.png) 29 | 30 | 5. Perform the following tasks: 31 | - Enter a unique name for your workspace. 32 | - Optionally, add a description. 33 | - Select **Advanced** to expand the hidden options. 34 | 35 | ![Screenshot from the Microsoft Fabric studio with the name, the description and the advanced menu highlighted in red boxes.](./media/new-workspace-simple.png) 36 | 37 | 6. Perform the following tasks: 38 | - Select **Fabric capacity** for the **License mode**. 39 | - Select the **Default storage format**. For example, **small semantic model storage format**. 40 | - Select your **Capacity** from the drop down menu. 41 | - Select **Apply** to confirm your selections and data entries. 42 | 43 | ![Screenshot from the Microsoft Fabric studio with the Fabric capacity, small semantic model storage format, capacity, Apply button highlighted in red boxes.](./media/new-workspace-advanced.png) 44 | 45 | 7. Select **New** to create fabric resources. For example, create a notebook. 46 | ![Screenshot from the Microsoft Fabric studio with the New button highlighted in a red box.](./media/select-new-fabric-resource.png) 47 | 48 | Congratulations! You have successfully created a fabric workspace and added your capacity to it. Now, you can enjoy the cool Microsoft Fabric capabilities. 49 | 50 | *Head over to the next page and [choose your own Fabric lab](../03-labs-and-modules/README.md?WT.mc_id=academic-114547-leestott)!* 51 | 52 | *Or Go back to the [welcome page](../README.md?WT.mc_id=academic-114547-leestott)!* 53 | -------------------------------------------------------------------------------- /docs/02-create-fabric-workspace/media/fabric-main-page.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/Fabric_Workshops/0d580a715846433c381b331d55a1818be690dcde/docs/02-create-fabric-workspace/media/fabric-main-page.png -------------------------------------------------------------------------------- /docs/02-create-fabric-workspace/media/new-workspace-advanced.png: -------------------------------------------------------------------------------- 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-------------------------------------------------------------------------------- /docs/02-create-fabric-workspace/media/select-new-workspace.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/Fabric_Workshops/0d580a715846433c381b331d55a1818be690dcde/docs/02-create-fabric-workspace/media/select-new-workspace.png -------------------------------------------------------------------------------- /docs/02-create-fabric-workspace/media/select-workspaces.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/Fabric_Workshops/0d580a715846433c381b331d55a1818be690dcde/docs/02-create-fabric-workspace/media/select-workspaces.png -------------------------------------------------------------------------------- /docs/03-labs-and-modules/README.md: -------------------------------------------------------------------------------- 1 | # Choose your Own Fabric Lab 2 | 3 | Once you've created your capacity and workspace, choose your own Fabric lab from this list to explore it's different capabilities: 4 | 5 | | Module | Lab | 6 | | ------ | ------ | 7 | | Get started with lakehouses in Microsoft Fabric | [Create a Microsoft Fabric Lakehouse](https://microsoftlearning.github.io/mslearn-fabric/Instructions/Labs/01-lakehouse.html?WT.mc_id=academic-114547-leestott) | 8 | | Use Apache Spark to work with files in a lakehouse | [Analyze data with Apache Spark](https://microsoftlearning.github.io/mslearn-fabric/Instructions/Labs/02-analyze-spark.html?WT.mc_id=academic-114547-leestott) | 9 | | Work with Delta Lake tables in Microsoft Fabric | [Use delta tables in Apache Spark](https://microsoftlearning.github.io/mslearn-fabric/Instructions/Labs/03-delta-lake.html?WT.mc_id=academic-114547-leestott) | 10 | | Organize a Fabric lakehouse using medallion architecture design | [Create a medallion architecture in a Microsoft Fabric lakehouse](https://microsoftlearning.github.io/mslearn-fabric/Instructions/Labs/03b-medallion-lakehouse.html?WT.mc_id=academic-114547-leestott) | 11 | | Use Data Factory pipelines in Microsoft Fabric | [Ingest data with a pipeline in Microsoft Fabric](https://microsoftlearning.github.io/mslearn-fabric/Instructions/Labs/04-ingest-pipeline.html?WT.mc_id=academic-114547-leestott) | 12 | | Ingest Data with Dataflows Gen2 in Microsoft Fabric | [Create and use Dataflows (Gen2) in Microsoft Fabric](https://microsoftlearning.github.io/mslearn-fabric/Instructions/Labs/05-dataflows-gen2.html?WT.mc_id=academic-114547-leestott) | 13 | | Get started with data warehouses in Microsoft Fabric | [Analyze data in a data warehouse](https://microsoftlearning.github.io/mslearn-fabric/Instructions/Labs/06-data-warehouse.html?WT.mc_id=academic-114547-leestott) | 14 | | Load data into a warehouse in Microsoft Fabric | [Load data into a warehouse using T-SQL](https://microsoftlearning.github.io/mslearn-fabric/Instructions/Labs/06a-data-warehouse-load.html?WT.mc_id=academic-114547-leestott) | 15 | Monitor a data warehouse in Microsoft Fabric | [Monitor a data warehouse in Microsoft Fabric](https://microsoftlearning.github.io/mslearn-fabric/Instructions/Labs/06c-monitor-data-warehouse.html?WT.mc_id=academic-114547-leestott) | 16 | | Get started with real-time analytics in Microsoft Fabric | [Get started with Real-Time Analytics in Microsoft Fabric](https://microsoftlearning.github.io/mslearn-fabric/Instructions/Labs/07-real-time-analytics.html?WT.mc_id=academic-114547-leestott) | 17 | | Get started with data science in Microsoft Fabric | [Explore data science in Microsoft Fabric](https://microsoftlearning.github.io/mslearn-fabric/Instructions/Labs/08-data-science-get-started.html?WT.mc_id=academic-114547-leestott) | 18 | | Explore data for data science with notebooks in Microsoft Fabric | [Create and use notebooks for data exploration](https://microsoftlearning.github.io/mslearn-fabric/Instructions/Labs/08a-data-science-explore-data.html?WT.mc_id=academic-114547-leestott) | 19 | | Preprocess data with Data Wrangler in Microsoft Fabric | [Preprocess data with Data Wrangler in Microsoft Fabric](https://microsoftlearning.github.io/mslearn-fabric/Instructions/Labs/08b-data-science-preprocess-data-wrangler.html?WT.mc_id=academic-114547-leestott)| 20 | | Train and track machine learning models with MLflow in Microsoft Fabric | [Train and track a model in Microsoft Fabric](https://microsoftlearning.github.io/mslearn-fabric/Instructions/Labs/08c-data-science-train.html?WT.mc_id=academic-114547-leestott) | 21 | | Generate batch predictions using a deployed model in Microsoft Fabric | [Generate and save batch predictions](https://microsoftlearning.github.io/mslearn-fabric/Instructions/Labs/08d-data-science-batch.html?WT.mc_id=academic-114547-leestott) | 22 | | Get started with Real-Time Analytics in Microsoft Fabric | [Get started with Real-Time Analytics in Microsoft Fabric](https://microsoftlearning.github.io/mslearn-fabric/Instructions/Labs/09-real-time-analytics-eventstream.html?WT.mc_id=academic-114547-leestott) | 23 | | Ingest data with Spark and Microsoft Fabric notebooks | [Ingest data with Spark and Microsoft Fabric notebooks](https://microsoftlearning.github.io/mslearn-fabric/Instructions/Labs/10-ingest-notebooks.html?WT.mc_id=academic-114547-leestott) | 24 | | Get started with Data Activator in Microsoft Fabric | [Use Data Activator in Fabric](https://microsoftlearning.github.io/mslearn-fabric/Instructions/Labs/11-data-activator.html?WT.mc_id=academic-114547-leestott) | 25 | | Query data from a Kusto Query database in Microsoft Fabric | [Query data in KQL Database](https://microsoftlearning.github.io/mslearn-fabric/Instructions/Labs/12-query-data-in-kql-database.html?WT.mc_id=academic-114547-leestott) | 26 | 27 | **Or** [Browse all courses, learning paths, and modules - Training | Microsoft Learn](https://learn.microsoft.com/training/browse/?terms=Fabric&resource_type=learning%20path&WT.mc_id=academic-114547-leestott). 28 | 29 | *Go back to the [welcome page](../README.md?WT.mc_id=academic-114547-leestott)!* 30 | -------------------------------------------------------------------------------- /docs/04-microsoft-learn-resources/README.md: -------------------------------------------------------------------------------- 1 | # Microsoft Learn Learning Paths 2 | 3 | | Learning Path | Length | Focus Area | Level | 4 | | ------ | ------ | ------ | ------ | 5 | | [Get started with Microsoft Fabric](https://learn.microsoft.com/training/paths/get-started-fabric/?WT.mc_id=academic-114547-leestott) | 10 hr 1 min|Microsoft Fabric, Data Analyst, | Beginner | 6 | | [Implement a Lakehouse with Microsoft Fabric](https://learn.microsoft.com/training/paths/implement-lakehouse-microsoft-fabric/?WT.mc_id=academic-114547-leestott) |6 hr 47 min |Microsoft Fabric, Data Analyst | Intermediate | 7 | | [Ingest data with Microsoft Fabric](https://learn.microsoft.com/training/paths/ingest-data-with-microsoft-fabric/?WT.mc_id=academic-114547-leestott) | 2 hr 58 min |Microsoft Fabric, Data Analyst | Intermediate 8 | | [Design and build tabular models](https://learn.microsoft.com/training/paths/design-build-tabular-models/?WT.mc_id=academic-114547-leestott) | 6 hr 23 min |Microsoft Power Platform, Data Analyst | Intermediate | 9 | | [Implement data science and machine learning for AI in Microsoft Fabric](https://learn.microsoft.com/en-us/training/paths/implement-data-science-machine-learning-fabric/?WT.mc_id=academic-114547-leestott) | 5 hr 7 min|Microsoft Fabric, Data Scientist | Beginner | 10 | |[Implement Real-Time Analytics with Microsoft Fabric](https://learn.microsoft.com/training/paths/explore-real-time-analytics-microsoft-fabric/?WT.mc_id=academic-114547-leestott) |3 hr 27 min | Microsoft Fabric,Data Analyst |Beginner| 11 | | [Manage the analytics development lifecycle](https://learn.microsoft.com/training/paths/manage-analytics-development-lifecycle/?WT.mc_id=academic-114547-leestott) | 2 hr 16 min | Microsoft Power Platform, Data Analyst | Intermediate | 12 | 13 | *Go back to the [welcome page](../README.md?WT.mc_id=academic-114547-leestott)!* 14 | -------------------------------------------------------------------------------- /docs/README.md: -------------------------------------------------------------------------------- 1 | # Microsoft Fabric Workshops and Readiness 2 | 3 | Welcome to the Microsoft Fabric Workshops and Readiness! 4 | To get started please, follow these units for a smooth experience. 5 | 6 | > [!WARNING] 7 | > You need to follow these steps carefully! If you don't, the capacity might consume your entire budget in a few hours. 8 | 9 | ## 🗃️ Units 10 | 11 | | | Unit Link | What you will learn | 12 | | ----- | ----- | ----- | 13 | | 00 | [Getting Started with **Microsoft Fabric**](./00-getting-started/README.md?WT.mc_id=academic-114547-leestott) | Introduction to Fabric, Capacity, Workspace. | 14 | | 01 | [Create a Microsoft Fabric **Capacity**](./01-create-fabric-capacity/README.md?WT.mc_id=academic-114547-leestott) | How to create a capacity using Microsoft Azure. | 15 | | 02 | [Create a Microsoft Fabric **Workspace**](./02-create-fabric-workspace/README.md?WT.mc_id=academic-114547-leestott) | How to create a workspace using Microsoft Fabric. | 16 | | 03 | [Choose your own **Fabric Lab**](./03-labs-and-modules/README.md?WT.mc_id=academic-114547-leestott) | Different capabilities of Microsoft Fabric. | 17 | | 04 | [Microsoft Learn **Learning Paths**](./04-microsoft-learn-resources/README.md?WT.mc_id=academic-114547-leestott) | Fabric learning paths on Microsoft Learn. | 18 | 19 | ## 🧹 Clean Up 20 | 21 | **Once you are done experimenting with Microsoft Fabric, we encourage you to always delete your resources to avoid unwanted charges to your account.** 22 | 23 | - To learn about how to delete the resource group that contains your capacity from Microsoft Azure, see [this documentation](https://learn.microsoft.com/azure/azure-resource-manager/management/delete-resource-group?tabs=azure-portal#delete-resource-group/?WT.mc_id=academic-114547-leestott). 24 | - To learn about how to delete your Fabric workspace, see [this documentation](https://learn.microsoft.com/fabric/data-engineering/tutorial-lakehouse-clean-up/?WT.mc_id=academic-114547-leestott). 25 | -------------------------------------------------------------------------------- /docs/index.html: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | Microsoft Fabric Workshops and Readiness 7 | 8 | 9 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 |
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