Tutorials¶
Hands-on, step-by-step guides covering every aspect of the Microsoft Fabric POC — from environment setup through advanced analytics and federal agency integrations.
Getting Started¶
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00 — Environment Setup
Provision your Fabric workspace, configure capacity, and prepare the development environment.
Medallion Architecture¶
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01 — Bronze Layer
Raw data ingestion with schema-on-read, append-only patterns, and source fidelity.
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02 — Silver Layer
Data cleansing, validation, deduplication, and schema enforcement.
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03 — Gold Layer
Business aggregations, KPIs, star schema, and consumption-ready datasets.
Analytics & BI¶
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04 — Real-Time Analytics
Eventstreams, Eventhouse, KQL queries, and real-time dashboards.
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05 — Direct Lake & Power BI
Direct Lake connectivity, semantic models, and Power BI report design.
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06 — Data Pipelines
Orchestration with pipelines, scheduling, and data movement patterns.
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07 — Governance & Purview
Microsoft Purview integration, lineage tracking, and data classification.
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08 — Database Mirroring
Mirror external databases into Fabric OneLake for unified analytics.
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09 — Advanced AI/ML
Machine learning workflows, model training, and MLOps in Fabric.
Migration & Connectivity¶
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10 — Teradata Migration
Migrate from Teradata to Fabric with data validation and cutover planning.
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11 — SAS Connectivity
Connect SAS datasets and integrate SAS workflows with Fabric.
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24 — Snowflake to Fabric
Migrate workloads from Snowflake to Microsoft Fabric.
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25 — IBM DB2 Source
Ingest data from IBM DB2 into Fabric Lakehouse.
DevOps & Operations¶
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12 — CI/CD & DevOps
Git integration, deployment pipelines, and CI/CD automation.
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13 — Migration Planning
Assessment, planning, and execution frameworks for platform migration.
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14 — Security & Networking
Network isolation, private endpoints, and security configuration.
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15 — Cost Optimization
Capacity management, auto-scale, and cost reduction strategies.
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16 — Performance Tuning
Query optimization, caching, and compute tuning for Fabric workloads.
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17 — Monitoring & Alerting
Workspace monitoring, alerting rules, and operational dashboards.
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18 — Data Sharing
Cross-workspace sharing, external sharing, and data federation.
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19 — Copilot & AI Features
AI Copilot configuration and AI-powered features in Fabric.
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20 — Workspace Best Practices
Workspace organization, lifecycle management, and governance.
Networking & Gateways¶
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21 — GeoAnalytics & ArcGIS
Geospatial analytics with ArcGIS integration and map visualizations.
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22 — Networking & Connectivity
VNet gateways, private links, and hybrid connectivity patterns.
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23 — SHIR & Data Gateways
Self-hosted integration runtime and on-premises data gateway setup.
Streaming & Analytics¶
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26 — Multi-Source Streaming
Ingest and process streams from multiple sources with Eventstreams.
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27 — Video Security Analytics
Video feed analytics for security monitoring and incident detection.
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28 — People Movement Analytics
Foot traffic, occupancy tracking, and crowd flow analysis.
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29 — Geolocation Analytics
Location-based analytics, heat maps, and spatial patterns.
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37 — Graph Analytics
Network analysis, relationship mapping, and graph-based insights.
Federal Agency Deep Dives¶
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30 — Tribal Healthcare
HIPAA-compliant healthcare analytics with tribal sovereignty considerations.
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31 — Federal DOT/FAA
Transportation safety data, FAA analytics, and federal compliance.
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32 — USDA Agriculture
Full medallion pipeline for USDA crop, livestock, and food safety data.
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33 — SBA Small Business
SBA loan programs, disaster lending, and small business analytics.
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34 — NOAA Weather & Climate
Weather observation, forecast analytics, and climate trend analysis.
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35 — EPA Environment
Environmental monitoring, emissions data, and compliance reporting.
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36 — DOI Interior
Natural resource management, land use, and conservation analytics.
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38 — DOJ Justice
Justice system analytics, case management, and enforcement data.
Quick Reference¶
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Cheat Sheet
Quick-reference commands, patterns, and tips for all tutorials.