Uploaded December 2025 | Updated September 2026, 2 hours ago

---

This video is a deep dive into Domain 2 (Snowflake GenAI & LLM Functions) of the Snowflake SnowPro Speciality: GenAI (GES-C01) certification exam, which contributes ~40% of the total exam weightage — making it the single most important scoring domain in the exam.

Domain-2 is where most candidates struggle, not because they don’t know the functions, but because they choose the wrong GenAI capability for a given scenario. This video is designed to help you avoid exactly those mistakes.

In this video, you’ll learn:
----------------------------------------
• Why Domain-2 is critical for passing the Snowflake GenAI exam
• How to study Domain-2 in the right sequence without getting confused
• Where hands-on is mandatory vs where theory is sufficient
• General-purpose vs task-specific Cortex LLM / AI SQL functions
• COMPLETE vs TRY_COMPLETE and pipeline-safe design choices
• Helper functions like PARSE_DOCUMENT, SPLIT_TEXT_RECURSIVE, AI_EMBED
• Vector functions (cosine similarity, L1, L2) and how they appear in exam scenarios
• Structured vs unstructured data analysis use cases
• Building chat interfaces and using GenAI in data pipelines
• Running third-party models using Snowpark Container Services
• Sample-style exam questions and the most common Domain-2 traps


Complete domain-wise playlist covering:
--------------------------------------------------------------
• Complete Playlist 👉youtube.com/playlist?list=PLba2xJ7yxHB7yKE34Pyei1Jr0bKMZWgos
• About SnowPro GenAI Exam 👉 youtu.be/9HsQX_vigYM
• Domain 1: GenAI Overview 👉 youtu.be/tZ8GV6ZGowU
• Domain 2: LLM Functions & AI SQL 👉 youtu.be/GjMvzIAO82g
• Domain 3: Governance, RBAC & Observability 👉 youtu.be/zuZvH113Fbg
• Domain 4: Document AI 👉 youtu.be/GjMvzIAO82g
----------
Snowflake Gen-AI Exam (GES-C01) Tutorial
📖 Ch-06 Complete Cortex Function 👉 youtu.be/pTWLM7F9NpU
📖 Ch-07 Structured Output 👉 youtu.be/V55rC5vip64
📖 Ch-08 AI Cortex Guardrails 👉 youtu.be/_EXmBAfXLfc
📖 Ch-09 AI Sentiment, Entities & Syntax Traps 👉 youtu.be/iqSlgqzNc70
📖 Ch-10 Parse Document (AI Parse Doc) 👉 youtu.be/OY9msaT49nA
📖 Ch-11 👉 youtu.be/6XMI0PWdnPI
📖 Ch-12 👉 youtu.be/bU8No-DATMw
📖 Ch-13 👉 youtu.be/zl7tbyvMK-s
📖 Ch-14 AI SQL Function Usage Monitoring 👉 youtu.be/-dOqWDvZQeo
📖 Ch-15 Monitoring Model Credits 👉 youtu.be/q2pHVRLlnik
📖 Ch-16 How Cortex Analyst Charges 👉 youtu.be/q11XUbFeQ-0
📖 Ch-17 BYOM 👉 youtu.be/L4pFsGMWVgM

Medium Blog
-----------------
Complete syllabus, official documentation links, and a downloadable study roadmap
👉 medium.com/@data-engineering-simplified/0cf763ae69f1

Want a full exam test for the SnowPro GenAI Certification Exam (GES C01)?
👉 udemy.com/course/snowflake-genai-certification-practice-tests-ges-c01

🚀🚀 Video Chapters

00:00 – Introduction
00:35 – What You’ll learn in domain-2
00:52 – What Domain-2 Is Really Testing
02:16 – Important note
02:42 – How to Study Domain-2 (Right Sequence)
03:20 – Section 2.1: LLM & AI SQL Functions
05:16 – Section 2.2: Data Analysis (Structured vs Unstructured)
06:33 – Section 2.3: Chat Interface & Conversation History
07:10 – Section 2.4: Cortex Data Pipeline
07:45 – Section 2.5: 3rd Party Model
08:29 – Sample Questions & Exam Traps
11:40 – Closing Notes & Next Steps
12:05 – Thank You








#snowflakecertification
#genai
#dataengineering

















Disclaimer:
All Snowflake-related learning materials and tutorial videos published on this channel reflect the personal opinions of the Data Engineering Simplified team and are neither authorized by nor associated with Snowflake, Inc.