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Power BI Fundamentals and Microsoft Ecosystem Questions

Fundamentals of Power BI usage, including Power BI Desktop and Power BI Service, data modeling with DAX, report and dashboard design, data connectivity within the Microsoft ecosystem (Excel, SQL Server, Azure Synapse/Azure SQL Database, Azure Data Lake), and governance, security, deployment patterns, and best practices for BI solutions in Microsoft-centric environments

EasyTechnical
0 practiced
In Power BI Desktop, walk me through connecting to an Excel workbook that contains multiple sheets. Describe how you would use Power Query to: combine the sheets into a single clean table, promote headers correctly, remove null or header rows, change data types reliably, and add a column that records the source sheet/file name. Finally, explain how you'd publish the dataset to Power BI Service and set a basic scheduled refresh.
HardTechnical
0 practiced
Given a table fact_subscriptions(customer_id, start_date, end_date, billing_date), write a DAX-based approach (sample code) to compute cohort retention rates by subscription month. Your solution should produce a retention matrix where each row is a cohort month and each column shows % of customers still active after N months. Explain performance considerations and alternatives for large datasets.
HardSystem Design
0 practiced
Design an enterprise Power BI architecture for a company storing raw transactional data in Azure Data Lake Gen2. Requirements: support 100+ reports, ad-hoc analysis, near-real-time operational dashboards, secure multi-tenant access, and scalability for datasets around 1 TB. Describe components for ingestion (ETL), curated data in Synapse or Azure SQL, semantic layer (shared datasets), refresh/partitioning strategy, workspace organization, and security controls.
HardSystem Design
0 practiced
Design a CI/CD pipeline for Power BI artifacts using Azure DevOps. Requirements: store PBIX or PBIT artifacts in source control, promote changes through dev→test→prod, parameterize environment connections, automate deployments with Power BI REST API or deployment pipelines, support approvals and rollback, and secure credentials with service principal or managed identity. Detail the pipeline steps, branching strategy, and tooling.
MediumTechnical
0 practiced
Describe report design best practices in Power BI focused on clarity and accessibility. Cover choosing appropriate visual types, maintaining color contrast (including color-blind friendly palettes), clear labeling, logical layout and navigation, effective use of tooltips and drillthrough, and configuring mobile layout and screen-reader accessibility.

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