dbt + Snowflake project modeling raw Airbnb data into a dimensional warehouse with incremental loads, SCD2 snapshots, and custom tests
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Updated
Jun 27, 2026
dbt + Snowflake project modeling raw Airbnb data into a dimensional warehouse with incremental loads, SCD2 snapshots, and custom tests
End-to-End SaaS Analytics Engineering Pipeline built using Snowflake, dbt, SQL, Python, Power BI. Features Dimensional Data Modeling, Automated Transformations, KPI Reporting Layers, Data Quality Testing, dbt Lineage Documentation, and Interactive Business Intelligence Dashboards for Revenue, Churn, Customer Health, Engagement & Retention Analytics
Enterprise data warehouse for ICE Entertainment — 5-layer architecture with MySQL star schema, Pentaho ETL pipelines, multi-currency USD conversion, and SCD Type 2 across 500 stores and 10 countries
ETL Data Warehouse pipeline using Pentaho Data Integration (Kettle) - Star Schema with dimensions and fact tables
Part 1: Building an enterprise-style Power BI semantic model using dimensional modeling and Star Schema principles.
A practical data modelling course repository covering conceptual, logical, physical, dimensional, and banking capstone data models.
Employee wellbeing data warehouse — Snowflake star schema · SCD Type 2 · 1.4M+ rows · 16 tables
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