Building Analytics Infrastructure From Zero in a Resource-Constrained Organization

1. 1Assess current data tracking systems using tools like Google Analytics or Mixpanel to identify gaps
2. 2Build a minimal viable product (MVP) for analytics infrastructure using open-source tools like Apache Superset or Metabase
3. 3Configure data pipelines using APIs or SDKs to collect and process data
4. 4Test and validate data quality using statistical methods and data visualization
5. 5Apply data governance principles to ensure data security and compliance

Data scientists and analysts in small or resource-constrained organizations can benefit from this article to set up a functional analytics infrastructure

💡 Avoid assuming you're tracking data somewhere and instead build a functional analytics infrastructure from scratch

📊 Build analytics infrastructure from zero in resource-constrained orgs! 🚀