Each project simulates real business scenarios with production-ready code patterns
Analyze school performance, Ofsted ratings, Progress 8, disadvantaged pupil gaps, and attendance metrics. Build accountability dashboards for school improvement.
Build a payment platform analytics pipeline with Faster Payments, BACS, CHAPS, and card networks. Revenue, FCA compliance, and FinCrime detection (AML, fraud, sanctions).
Analyze coffee shop sales, product performance, and store metrics. Build comprehensive retail analytics with inventory, sales trends, and customer insights.
Process smart meter readings and optimize energy consumption. Build IoT data pipelines with real-time monitoring and predictive analytics for energy management.
Progressive difficulty to build your expertise step by step
Start with Hello dbt to understand core concepts, then progress to basic transformations.
Apply your skills to real business scenarios like payment processing and retail analytics.
Master complex patterns including incremental models, macros, and performance optimization.
Start with our beginner-friendly projects and work your way up