Uploaded December 2025 | Updated September 2026, 2 hours ago
This video is a complete deep dive into Domain 3 (Snowflake GenAI Governance) of the Snowflake SnowPro Speciality: GenAI (GES-C01) certification exam.
Domain-3 carries ~22% weightage, which translates to 8–12 questions in the real exam. These questions are not standalone — Snowflake intentionally mixes governance concepts with Domain-1 architecture and Domain-2 AI SQL functions, making this one of the most confusing and high-risk domains.
Many candidates fail Domain-3 not because the concepts are difficult, but because:
• access control is tested at multiple layers
• RBAC, account parameters, and application roles are mixed
• cost and usage views look similar
• observability questions are screenshot-based and theoretical
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/ic2DP-ZxJcw
----------
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/?couponCode=YOUTUBE-JNE2026
🚀🚀 Video Chapters
-----------------------------------
00:00 – Introduction
01:21 – What You’ll Learn in Domain-3
01:39 – What Domain-2 Is Really Testing
02:15 – Important Note
02:47 – How to Study Domain-3
03:07 – Section 3.1: Setup & Access Control
05:53 – Section 3.2: Guardrail & Unsafe Response
07:00 – Section 3.3: Monitoring & Cost
08:40 – Section: 3.4 AI Observability
09:36 – Smartest way to learn domain-3
10:16 – Sample Questions & Exam Traps
13:00 – Closing Notes
13:30 – 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.
This video is a complete deep dive into Domain 3 (Snowflake GenAI Governance) of the Snowflake SnowPro Speciality: GenAI (GES-C01) certification exam.
Domain-3 carries ~22% weightage, which translates to 8–12 questions in the real exam. These questions are not standalone — Snowflake intentionally mixes governance concepts with Domain-1 architecture and Domain-2 AI SQL functions, making this one of the most confusing and high-risk domains.
Many candidates fail Domain-3 not because the concepts are difficult, but because:
• access control is tested at multiple layers
• RBAC, account parameters, and application roles are mixed
• cost and usage views look similar
• observability questions are screenshot-based and theoretical
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/ic2DP-ZxJcw
----------
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/?couponCode=YOUTUBE-JNE2026
🚀🚀 Video Chapters
-----------------------------------
00:00 – Introduction
01:21 – What You’ll Learn in Domain-3
01:39 – What Domain-2 Is Really Testing
02:15 – Important Note
02:47 – How to Study Domain-3
03:07 – Section 3.1: Setup & Access Control
05:53 – Section 3.2: Guardrail & Unsafe Response
07:00 – Section 3.3: Monitoring & Cost
08:40 – Section: 3.4 AI Observability
09:36 – Smartest way to learn domain-3
10:16 – Sample Questions & Exam Traps
13:00 – Closing Notes
13:30 – 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.
