{"id":24067224,"url":"https://github.com/timothywarner/fabric","last_synced_at":"2025-07-13T10:34:00.416Z","repository":{"id":241681635,"uuid":"768670083","full_name":"timothywarner/fabric","owner":"timothywarner","description":"Microsoft Fabric Jumpstart (Live Online Training)","archived":false,"fork":false,"pushed_at":"2025-04-15T15:26:45.000Z","size":546255,"stargazers_count":5,"open_issues_count":0,"forks_count":1,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-04-23T23:04:35.986Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://techtrainertim.com","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/timothywarner.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2024-03-07T14:15:56.000Z","updated_at":"2025-04-15T15:26:49.000Z","dependencies_parsed_at":"2024-05-29T17:10:14.951Z","dependency_job_id":"0006f45b-fc08-4fb6-91d1-d7718d6cf05b","html_url":"https://github.com/timothywarner/fabric","commit_stats":null,"previous_names":["timothywarner/fabric"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/timothywarner/fabric","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/timothywarner%2Ffabric","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/timothywarner%2Ffabric/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/timothywarner%2Ffabric/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/timothywarner%2Ffabric/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/timothywarner","download_url":"https://codeload.github.com/timothywarner/fabric/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/timothywarner%2Ffabric/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":265128673,"owners_count":23715624,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2025-01-09T12:05:54.735Z","updated_at":"2025-07-13T10:34:00.367Z","avatar_url":"https://github.com/timothywarner.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Microsoft Fabric Jumpstart: Enterprise Analytics Training\n\n\u003cimg src=\"images/fabric-cover.png\" alt=\"Microsoft Fabric Course Cover\" width=\"800\" style=\"border-radius: 8px; box-shadow: 0 4px 8px rgba(0,0,0,0.1);\"/\u003e\n\nWelcome to the training hub for **Microsoft Fabric Jumpstart: Enterprise Analytics Training**. Whether you're preparing for the DP-600 certification or modernizing your enterprise analytics platform, this guide provides everything you need to master Microsoft Fabric's unified analytics ecosystem.\n\n\u003cdiv align=\"center\"\u003e\n\n[![Open in GitHub Codespaces](https://img.shields.io/badge/Open%20in-GitHub%20Codespaces-blue?logo=github)](https://codespaces.new/timothywarner/fabric)\n[![Open in Visual Studio Code](https://img.shields.io/badge/Open%20in-VS%20Code-blue?logo=visualstudiocode)](https://vscode.dev/github/timothywarner/fabric)\n\n\u003c/div\u003e\n\n👉 **Looking for the course plan?** View the [Course Plan](instructor/final-course-plan.md)!\n\n---\n\n## 📬 **Contact Information**\n\u003cdiv align=\"center\"\u003e\n\n[![Website](https://img.shields.io/badge/Website-techtrainertim.com-blue?logo=firefox)](https://techtrainertim.com)\n[![GitHub](https://img.shields.io/badge/GitHub-timothywarner-black?logo=github)](https://github.com/timothywarner)\n[![LinkedIn](https://img.shields.io/badge/LinkedIn-Tim%20Warner-blue?logo=linkedin)](https://www.linkedin.com/in/timothywarner/)\n[![YouTube](https://img.shields.io/badge/YouTube-TechTrainerTim-red?logo=youtube)](https://www.youtube.com/channel/UCim7PFtynyPuzMHtbNyYOXA)\n\n\u003c/div\u003e\n\n---\n\n## 📆 **Course Plan Overview**\nThis jumpstart course is structured into 4 segments over 4 hours, with a practical hands-on approach to Microsoft Fabric:\n\n\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd width=\"25%\"\u003e\u003cstrong\u003eSegment 1\u003c/strong\u003e\u003c/td\u003e\n\u003ctd width=\"25%\"\u003e\u003cstrong\u003eSegment 2\u003c/strong\u003e\u003c/td\u003e\n\u003ctd width=\"25%\"\u003e\u003cstrong\u003eSegment 3\u003c/strong\u003e\u003c/td\u003e\n\u003ctd width=\"25%\"\u003e\u003cstrong\u003eSegment 4\u003c/strong\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eIntroduction, Workspaces, RBAC (60m)\u003c/td\u003e\n\u003ctd\u003eBatch Processing (60m)\u003c/td\u003e\n\u003ctd\u003eBatch and Streaming Analytics (60m)\u003c/td\u003e\n\u003ctd\u003eFabric Certification (30m)\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/table\u003e\n\n\u003cdiv align=\"center\"\u003e\n\n| Time | Activity |\n|------|----------|\n| 11:00 AM | Segment 1: Introduction to Microsoft Fabric |\n| 12:00 PM | 10-minute break |\n| 12:10 PM | Segment 2: Batch Processing in Fabric |\n| 01:10 PM | 10-minute break |\n| 01:20 PM | Segment 3: Batch and Streaming Analytics |\n| 02:20 PM | 10-minute break |\n| 02:30 PM | Segment 4: Fabric Certification |\n| 03:00 PM | End of session |\n\n\u003c/div\u003e\n\n💡 **See the full [detailed course plan](instructor/final-course-plan.md) for complete information!**\n\n---\n\n## 📋 **Course Objectives**\n*Skills measured as of March 2024*\n\n### Skills at a Glance\n\u003cdiv align=\"center\"\u003e\n\n| Skill | Description |\n|-------|-------------|\n| 🏗️ Design Solutions | End-to-end data analytics solutions |\n| 🏗️ Lakehouse | Medallion architecture implementation |\n| ⚡ Real-Time | Event streams and processing |\n| 🔒 Security | RBAC and governance implementation |\n| 🏆 Certification | DP-600 exam preparation |\n\n\u003c/div\u003e\n\n### Audience Profile\nThis course is designed for data professionals who want to modernize their analytics platform using Microsoft Fabric. You'll learn how to implement, manage, and optimize analytics solutions in a unified environment.\n\n#### Your responsibilities include:\n- Building and managing data pipelines\n- Implementing data quality controls\n- Creating real-time analytics solutions\n- Securing analytics environments\n- Preparing for Microsoft certification\n\n#### Required experience:\n- Basic Azure familiarity\n- Understanding of data fundamentals\n- Optional: Programming experience (Python, SQL)\n\n### Detailed Course Outline\n\n\u003cdetails\u003e\n\u003csummary\u003e\u003cstrong\u003e1. Introduction to Microsoft Fabric\u003c/strong\u003e\u003c/summary\u003e\n\n- Understanding Fabric's architecture\n- Setting up workspaces \n- Implementing role-based access control (RBAC)\n- Navigating Fabric's unified interface\n- Managing data access and permissions\n\n\u003c/details\u003e\n\n\u003cdetails\u003e\n\u003csummary\u003e\u003cstrong\u003e2. Batch Processing in Fabric\u003c/strong\u003e\u003c/summary\u003e\n\n- Implementing medallion architecture (Bronze/Silver/Gold)\n- Creating data pipelines for batch ingestion\n- Transforming data with Spark notebooks\n- Managing data quality through SQL analytics endpoint\n- Working with Delta Lake format\n\n\u003c/details\u003e\n\n\u003cdetails\u003e\n\u003csummary\u003e\u003cstrong\u003e3. Batch and Streaming Analytics\u003c/strong\u003e\u003c/summary\u003e\n\n- Completing the batch processing pipeline\n- Configuring event streams for real-time data\n- Working with KQL databases\n- Understanding batch vs. streaming considerations\n- Implementing real-time monitoring\n\n\u003c/details\u003e\n\n\u003cdetails\u003e\n\u003csummary\u003e\u003cstrong\u003e4. Fabric Certification\u003c/strong\u003e\u003c/summary\u003e\n\n- Implementing comprehensive monitoring for Fabric environments\n- Capacity management and optimization techniques\n- Understanding the DP-600 certification path\n- Advanced governance implementation\n- Security integration best practices\n\n\u003c/details\u003e\n\n---\n\n## 🚀 **Essential Fabric Resources**\n\u003cdiv align=\"center\"\u003e\n\n| Resource | Description | Link |\n|----------|-------------|------|\n| 📚 Documentation | Official Fabric docs | [View](https://learn.microsoft.com/en-us/fabric/) |\n| 🆓 Trial | Get started with Fabric | [Sign Up](https://www.microsoft.com/en-us/microsoft-fabric/getting-started) |\n| 👥 Community | Connect with others | [Join](https://community.fabric.microsoft.com/) |\n| 📰 Blog | Latest updates | [Read](https://blog.fabric.microsoft.com/en-US/) |\n| 📝 Updates | What's new | [Check](https://learn.microsoft.com/en-us/fabric/fundamentals/whats-new) |\n\n\u003c/div\u003e\n\n---\n\n## 📚 **Microsoft Learn Paths**\nStructured learning paths to master Fabric:\n\n\u003cdiv align=\"center\"\u003e\n\n| Path | Description | Link |\n|------|-------------|------|\n| 🚀 Get Started | Fabric fundamentals | [Learn](https://learn.microsoft.com/en-us/training/paths/get-started-fabric/) |\n| 🏗️ Lakehouse | Build data lakes | [Learn](https://learn.microsoft.com/en-us/training/paths/build-lakehouse-fabric/) |\n| ⚡ Real-Time | Stream processing | [Learn](https://learn.microsoft.com/en-us/training/paths/implement-real-time-analytics-fabric/) |\n| 🔒 Security | Governance | [Learn](https://learn.microsoft.com/en-us/training/modules/get-started-governance-fabric/) |\n| 📊 Power BI | Report creation | [Learn](https://learn.microsoft.com/en-us/training/paths/create-powerbi-reports-fabric/) |\n\n\u003c/div\u003e\n\n---\n\n## 🛡️ **Best Practices**\nExpert guidance for implementing Fabric:\n\n### Data Architecture\n- [Medallion architecture](https://learn.microsoft.com/en-us/fabric/onelake/onelake-medallion-lakehouse-architecture)\n- [Lakehouse design](https://learn.microsoft.com/en-us/fabric/data-engineering/lakehouse-overview)\n- [Data modeling](https://learn.microsoft.com/en-us/fabric/data-warehouse/data-modeling)\n\n### Security \u0026 Governance\n- [Security overview](https://learn.microsoft.com/en-us/fabric/security/security-overview)\n- [Data governance](https://learn.microsoft.com/en-us/fabric/governance/overview)\n- [Access control](https://learn.microsoft.com/en-us/fabric/security/access-control)\n\n### Performance Optimization\n- [DirectLake mode](https://learn.microsoft.com/en-us/fabric/data-engineering/direct-lake-mode)\n- [Query optimization](https://learn.microsoft.com/en-us/fabric/data-warehouse/query-optimization)\n- [Resource management](https://learn.microsoft.com/en-us/fabric/enterprise/capacity-management)\n\n---\n\n## 🔧 **Required Toolkit**\nEssential tools to follow along:\n\n\u003cdiv align=\"center\"\u003e\n\n| Category | Tools |\n|----------|-------|\n| 🛠️ Development | [VS Code](https://code.visualstudio.com/), [Power BI Desktop](https://www.microsoft.com/download/details.aspx?id=58494) |\n| ☁️ Azure | [Free Subscription](https://azure.microsoft.com/free/), [Fabric Trial](https://www.microsoft.com/en-us/microsoft-fabric/getting-started) |\n| 📚 Learning | [Documentation](https://learn.microsoft.com/en-us/fabric/), [Samples](https://github.com/microsoft/fabric-samples) |\n\n\u003c/div\u003e\n\n---\n\n## ✍️ **Practice \u0026 Certification**\nValidate your knowledge:\n\n\u003cdiv align=\"center\"\u003e\n\n[![DP-600 Exam](https://img.shields.io/badge/DP--600%20Exam-View%20Details-blue?logo=microsoft)](https://learn.microsoft.com/en-us/certifications/exams/dp-600)\n[![DP-700 Exam](https://img.shields.io/badge/DP--700%20Exam-Fabric%20Data%20Engineer-blue?logo=microsoft)](https://learn.microsoft.com/en-us/credentials/certifications/exams/dp-700/)\n[![Study Guide](https://img.shields.io/badge/Study%20Guide-DP--600-orange?logo=microsoft)](https://learn.microsoft.com/en-us/certifications/resources/study-guides/dp-600)\n\n\u003c/div\u003e\n\n---\n\n## 🎓 **Related Certifications**\nExpand your Microsoft data credentials:\n\n\u003cdiv align=\"center\"\u003e\n\n| Certification | Level | Link |\n|---------------|--------|------|\n| DP-900 | Fundamentals | [Learn](https://learn.microsoft.com/en-us/certifications/azure-data-fundamentals) |\n| DP-203 | Associate | [Learn](https://learn.microsoft.com/en-us/certifications/azure-data-engineer) |\n| PL-300 | Associate | [Learn](https://learn.microsoft.com/en-us/certifications/power-bi-data-analyst-associate) |\n\n\u003c/div\u003e\n\n---\n\n## 📄 **License**\n\nThis repository is licensed under the MIT License. See the [LICENSE](LICENSE) file for details.\n\n---\n\n## 📱 **Community \u0026 Support**\nConnect with data professionals:\n\n\u003cdiv align=\"center\"\u003e\n\n[![Fabric Community](https://img.shields.io/badge/Fabric%20Community-Join%20Now-blue?logo=microsoft)](https://community.fabric.microsoft.com/)\n[![Fabric Blog](https://img.shields.io/badge/Fabric%20Blog-Read%20Latest-green?logo=microsoft)](https://blog.fabric.microsoft.com/en-US/)\n[![Fabric YouTube](https://img.shields.io/badge/Fabric%20YouTube-Subscribe-red?logo=youtube)](https://www.youtube.com/@MicrosoftFabric)\n\n\u003c/div\u003e\n\n---\n\n\u003cdiv align=\"center\"\u003e\n\n**Made with ❤️ by Tim Warner**\n\n\u003c/div\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftimothywarner%2Ffabric","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftimothywarner%2Ffabric","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftimothywarner%2Ffabric/lists"}