Send fifty rows of farm records through a shuffle drum into train, validation and a locked test bin. Fix the seed and the split repeats exactly; forget it and your test set changes every run. Then compare CSV with Parquet, and stream instead of downloading 800 GB. This lesson needs JavaScript.