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Fabric Architecture MapPL-300 Practice BankPrompt Engineering GuideSynapse vs DatabricksStar Schema Template
Fabric Architecture Map
PL-300 Practice Bank
Prompt Engineering Guide
Synapse vs Databricks
Star Schema Template
48
resources across Power BI, Azure AI, Data Engineering, and Fabric — all instructor-authored, all free.
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Every resource maps to Microsoft exam objectives and is updated quarterly. We built these for our own workshop students — now sharing with everyone.
Power BI
18 resources · PL-300 · DP-500
Azure AI
16 resources · AI-900 · AI-102
Data Engineering
14 resources · DP-203 · ADF
Microsoft Fabric
10 resources · DP-500 · Fabric
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01
DAX Formula Quick Reference
All essential DAX functions grouped by category — aggregation, filter, time intelligence, and text. Fits on 2 pages. Print it, pin it, pass PL-300.
02
AI-900 Exam Blueprint
Full domain breakdown with weightings and 30 practice MCQs aligned to the Feb 2025 exam update.
03
ADF Pipeline Activities Sheet
Every Azure Data Factory activity type with usage notes and when-to-use guidance. Single-page reference.
04
Microsoft Fabric Architecture Poster
OneLake, Lakehouses, Warehouses, Real-Time Analytics, Data Activator, and Power BI — all in one visual map.
01
DAX Formula Quick Reference
All essential DAX functions grouped by category — aggregation, filter, time intelligence, and text. Fits on 2 pages. Print it, pin it, pass PL-300.
05
PL-300 Practice Question Bank
80 scenario-based MCQs mapped to the four PL-300 domains. Includes answer rationale and links to Microsoft Learn for every question.
08
Star Schema Design Template
Blank ERD template with a sample Sales model, fact/dimension design rules, and SCD type guidance.
12
Power BI Visual Selection Guide
Which chart for which scenario — decision tree poster covering 20+ visual types with do’s and don’ts for PL-300.
02
AI-900 Exam Blueprint
Full domain breakdown with weightings and 30 practice MCQs aligned to the Feb 2025 exam update.
06
Prompt Engineering Reference Card
Zero-shot, few-shot, chain-of-thought, and RAG patterns with real Azure OpenAI API examples side-by-side.
09
Azure Cognitive Services Cheat Sheet
Vision, Speech, Language, and Decision services in one visual — with API endpoints and AI-102 exam relevance.
03
ADF Pipeline Activities Sheet
Every Azure Data Factory activity type with usage notes and when-to-use guidance. Single-page reference.
07
Synapse vs Databricks vs Fabric
Side-by-side feature comparison — performance, cost, use cases, and when to use which. Critical for DP-203.
11
DP-203 Flashcard Set
120 flashcards covering storage solutions, streaming, pipelines, security, and query optimisation for DP-203.
04
Microsoft Fabric Architecture Poster
OneLake, Lakehouses, Warehouses, Real-Time Analytics, Data Activator, and Power BI — all in one visual map.
10
DP-500 Exam Blueprint
Domain breakdown, key topics, and 30 practice questions for the DP-500 Enterprise Analytics Associate exam.
Editor's Pick
The Complete
Azure AI
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Study Bundle
28 pages. AI-900 to AI-102. Everything our instructors give workshop students — now free for everyone.
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The free tools we use in every workshop — and recommend you use while studying at home.
---- Structured Learning ----
Resources hit harder
with a path.
with a path.
Use resources in the right order. Here’s how our instructors recommend pairing them with workshops.
Power BI Track — PL-300 · DP-500
Step 01
Power BI Fundamentals Guide
Download before the intro workshop · covers core concepts
Azure AI Track — AI-900 · AI-102
Step 02
Azure AI Services Cheat Sheet
All services mapped — use during AI-102 prep sessions
Step 03
Full Azure AI Study Bundle
28 pages · complete exam prep kit · our most downloaded
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