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Predictive Analytics Hack-a-thons

This repository contains work/models utilized in the joint actuarial hackathons for years 2022+.

It is composed of three separate pieces

  1. Postgres
    • Source data from the hackathon is loaded into a postgres database. Any additional outside sources would also be stored there.
  2. DBT
    • This is the SQL transformation layer to clean/validate/connect data sources and generate data for models
  3. Lightdash
    • Visualize and explore data summarized in the DBT layer
  4. Jupyter
    • This will contain the models used to make predictions

Postgres

DBT

Lightdash

Jupyter

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