General AI + Power BI Questions
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What is Power BI Copilot, and how does it enhance productivity for report developers and end-users?
Follow-up: Have you used Copilot for generating DAX or data summaries? -
How can generative AI be used in the context of Power BI dashboards?
Expected Answer: Natural language to DAX, summarizing data, auto-insights, chatbots, etc. -
How would you implement a Q&A visual using natural language in Power BI, and how does it differ from Copilot prompts?
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Explain how Power BI integrates with Azure OpenAI or Microsoft Fabric’s Data Activator for real-time decision-making using AI.
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What are the ethical considerations or responsible AI practices to follow when embedding AI-driven insights into Power BI dashboards?
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AI in Data Modeling & Analytics
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What is AutoML in Power BI, and how can it be applied using a Dataflow?
Scenario: Predicting customer churn or sales forecasting. -
Describe a real-world use case where you used Power BI’s integration with Azure ML or Python/R for predictive analytics.
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How can you train a machine learning model inside Power BI using Power Query and integrate it with the report visuals?
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How would you create a recommendation system using AI within a Power BI dashboard?
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Copilot & Natural Language
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How does Copilot generate DAX measures or transform data using natural language? Can you give an example where it helped you speed up report development?
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What are the limitations of using natural language tools like Copilot in Power BI, and how do you validate the AI-generated results?
Top 30 Power BI DAX interview questions for experienced professionals
AI + Power BI in Microsoft Fabric
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What are the benefits of using Microsoft Fabric with Power BI for AI-driven analytics?
Follow-up: How do Lakehouses support training ML models for Power BI reports? -
How do Data Activator and Event Streams in Microsoft Fabric work with Power BI for automated AI-triggered actions?
Hands-On/Scenario-Based Questions
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Imagine you need to predict next quarter’s sales using customer trends in Power BI. Walk through your approach using AutoML or external ML models.
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You are asked to analyze customer sentiment using data from Twitter. How would you apply AI/ML to preprocess and display insights in Power BI?
Prompt Engineering & AI in Visuals
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What kind of prompts are most effective when using Copilot for DAX generation or report summarization?
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How would you use GPT-based models to generate narratives or executive summaries in Power BI dashboards?
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Can you automate the explanation of anomalies or KPI trends in a Power BI report using AI tools?
✅ Bonus Tips for Preparation
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Practice using Power BI Copilot in preview or demo versions.
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Learn basics of Azure AutoML, Python ML models in Power BI, and Fabric Data Activator.
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Stay updated via Microsoft Learn and Fabric blog.