Uploaded December 2025 | Updated September 2026, 1 hour ago
This video is a focused deep dive into Domain 4 (Document AI) of the Snowflake SnowPro Speciality: GenAI (GES-C01) certification exam.
Although Domain-4 contributes only ~12% of the total exam weightage, it is one of the most predictable and scoring domains — if you understand how Snowflake enforces setup, privileges, and governance for Document AI.
Many candidates lose marks in Domain-4 not because the domain is hard, but because they assume Document AI works like other Snowflake features. This video is designed to eliminate those assumptions.
In this video, you’ll learn:
• How Snowflake Document AI differs from Cortex LLM & AI SQL features
• Why Document AI is an opt-in capability and not enabled by default
• Required roles and privileges for creating Document AI model builds
• Common setup failure scenarios Snowflake loves to test in the exam
• How to prepare documents for Document AI (formats, size, page limits)
• Troubleshooting Document AI errors in exam-style scenarios
• Sample-style exam questions and Domain-4 specific traps
This domain is small, practical, and extremely logical.
If you perform one hands-on run, you won’t need to memorize anything — you’ll be able to eliminate wrong answers instantly during the exam.
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
#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 focused deep dive into Domain 4 (Document AI) of the Snowflake SnowPro Speciality: GenAI (GES-C01) certification exam.
Although Domain-4 contributes only ~12% of the total exam weightage, it is one of the most predictable and scoring domains — if you understand how Snowflake enforces setup, privileges, and governance for Document AI.
Many candidates lose marks in Domain-4 not because the domain is hard, but because they assume Document AI works like other Snowflake features. This video is designed to eliminate those assumptions.
In this video, you’ll learn:
• How Snowflake Document AI differs from Cortex LLM & AI SQL features
• Why Document AI is an opt-in capability and not enabled by default
• Required roles and privileges for creating Document AI model builds
• Common setup failure scenarios Snowflake loves to test in the exam
• How to prepare documents for Document AI (formats, size, page limits)
• Troubleshooting Document AI errors in exam-style scenarios
• Sample-style exam questions and Domain-4 specific traps
This domain is small, practical, and extremely logical.
If you perform one hands-on run, you won’t need to memorize anything — you’ll be able to eliminate wrong answers instantly during the exam.
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
#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.
