How to choose a track
Simple guidance
- Choose Foundations if the learner is new to SQL.
- Choose Data Analysis if reporting and dashboard work is the priority.
- Choose Data Science if ML preparation and feature engineering matter most.
- Choose BI / Analytics Engineering for maintainable metric logic and modelling habits.
- Choose Teaching / Institutional tracks when the platform is being used for organised programme delivery.