MLOps + Cloud Deploy (AWS-First)
Back to M5 — Cloud Deploy + Flagship

Warehouse Reads (BQ/Snowflake Free Tiers)

Read a feature table from a free-tier warehouse.

3 minutesReading
🎯 Free Guest Mode: You are learning for free. Sign in to save your completion progress and quiz answers.

Read the flagship's feature table from a free-tier warehouse; no new infra.

1. What to do

Create the free-tier project, load the starter CSV (or query the sample dataset), run the 3 provided read queries (row counts, null audit, one join), and save the query history as evidence.

2. Why reads, not pipes

The flagship trains from versioned files; the warehouse lesson proves you can read governed tables (types, partitions, quotas) without owning a pipeline. Full ingestion pipelines stay in the DE track.

3. Quota guardrails

Free-tier query caps per month; always preview (LIMIT, dry-run bytes) before full scans. Log bytes-billed per query in the flagship appendix.

Loading progress...