Udemy - Snowflake Cortex AI - Build Production AI Apps
Snowflake Cortex AI: Build Production AI Apps
https://WebToolTip.com
Published 7/2026
Created by Snowbrix Academy
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Expert | Genre: eLearning | Language: English | Duration: 87 Lectures ( 6h 9m ) | Size: 1.8 GB
AI_COMPLETE, Cortex Search, Analyst, ML Functions & Agents — real SQL, a CPG capstone, zero hype.
What you'll learn
⚡ Call every Cortex AI task function (AI_SENTIMENT, AI_TRANSLATE, AI_EXTRACT, AI_COMPLETE) from SQL, choosing the right one via the tool-selection matrix
⚡ Build a Cortex Search-powered RAG assistant over unstructured enterprise documents, with correct chunking and retrieval
⚡ Build a Cortex Analyst semantic model with correct YAML nesting (facts/dimensions/synonyms per table) for natural-language answers with zero fabricated joins
⚡ Extract structured data from real business documents with the AI_PARSE_DOCUMENT/AI_EXTRACT pipeline
⚡ Forecast demand and detect operational anomalies with Cortex ML Functions, quantifying business impact in real dollars
⚡ Fine-tune a Cortex model correctly — and recognize the far more common cases where fine-tuning is the wrong first move
⚡ Orchestrate a multi-tool AI agent and wrap it in a governed Streamlit-in-Snowflake app
⚡ Monitor and control Cortex spend with the real, current usage-history view (not a deprecated one)
⚡ Enforce RBAC, PII redaction, and prompt-injection guardrails on every production Cortex call
⚡ Diagnose and fix the real failure modes of production Cortex pipelines: prompt drift, stale search indexes, silent quality regressions
⚡ Package and distribute a Cortex-powered application via the Snowflake Native App Framework
⚡ Ship a governed, cost-monitored, end-to-end CPG intelligence platform as a capstone — and translate the same pattern to any other domain
Requirements
❗ A working knowledge of SQL — SELECT, JOIN, GROUP BY, window functions
❗ Basic familiarity with Snowflake (a free 30-day trial covers every exercise in this course — setup instructions included)
❗ No prior AI/ML experience required — every Cortex concept is built from zero
❗ Comfortable reading Python is helpful for the Streamlit app-layer modules, but not required to follow the SQL-first majority of the course
❗ A laptop and a Snowflake account (trial or existing) — no other tools needed