Data Culture, Organizational Development & Sustainability Questions
Strategies and practices for cultivating a data-driven culture within organizations, including data literacy, governance, and data-driven decision making; organizational development initiatives; and sustainability considerations integrated into culture and strategy. Covers culture maturity, leadership alignment, change management, measurement of cultural transformation, and governance models.
MediumSystem Design
0 practiced
Your company wants to migrate Excel-based monthly reports used by five different business units into a shared Power BI service. Describe a change management plan: stakeholder engagement, pilot scope, data/ETL validation, training, rollout milestones, and risk mitigations.
MediumTechnical
0 practiced
Describe how you would automate a recurring executive PDF report using either Power BI service APIs or a lightweight Python pipeline. Include scheduling, data freshness checks, error handling, versioning, and a notification strategy.
HardSystem Design
0 practiced
Design a BI architecture to support near-real-time sustainability dashboards that ingest IoT energy meter data from 200 sites, produce hourly aggregated metrics, and maintain data quality SLAs. Include ingestion, storage, stream processing, dashboarding, monitoring, and cost-control considerations.
EasyTechnical
0 practiced
Describe three practical ways to integrate sustainability metrics (e.g., carbon emissions, energy usage) into an existing BI reporting portfolio without overloading stakeholders. Include one quick-win and one longer-term initiative.
HardTechnical
0 practiced
You must recommend between Tableau, Power BI, and Looker for a global company that needs robust sustainability reporting, self-service for analysts, and enterprise governance. Define decision criteria, give weightings, and make a recommendation with trade-offs and a migration risk plan.
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