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Cfdb Databricks Free
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CFDB Databricks Project - Claude Code
Quick Overview
- Goal: Ingest CFDB data from S3 → Bronze → Silver → Gold for performance prediction
- Workspace:
https://dbc-08c10e87-023f.cloud.databricks.com/ - Catalog:
cfdb_devwith schemasbronze,silver,gold - S3 Path:
s3://ncaadata/
Data Sources (7 datasets)
teams(JSON, single folder)games, game_stats, season_stats, game_drives, conferences(CSV, single folders)plays(Parquet, partitioned by year:s3://ncaadata/plays/2024/)
Current Status
✅ Bronze layer DLT pipeline ready
🔄 Need to set up MCP server for Claude chat with data
⏳ Silver/Gold layers to be designed with Claude's help
Next Steps
- Deploy bronze DLT pipeline
- Create MCP server for data exploration
- Design silver/gold transformations
- Build performance prediction features
Key Files
databricks/sql/unity_catalog_setup.sql- Run firstdatabricks/dlt_pipelines/bronze_layer.sql- Main DLT pipelinemcp_server/- For Claude Desktop integration (to build)
Performance Prediction Focus
Target metrics: game outcomes, point spreads, team ratings using play-by-play and game statistics.