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Monitoring Model Credits Using CORTEX_FUNCTIONS_USAGE | SnowPro GenAI Exam | Domain 3 (22%)
This video is a critical continuation of our Domain 3 (Governance) series for the Snowflake SnowPro Specialty: GenAI (GES-C01) exam.
A common point of confusion for many students is why their Snowflake accounts show empty data for CORTEX_FUNCTIONS_USAGE_HISTORY & CORTEX_FUNCTIONS_QUERY_USAGE_HISTORY. In this deep dive, we compare the Legacy views found in many study materials against the New consolidated views you will see in your 2026 Snowflake instances.
We look at an older Snowflake instance to see what CORTEX_FUNCTIONS_USAGE_HISTORY actually tracks, including its 1-hour aggregation increments.
Complete domain-wise playlist covering:
--------------------------------------------------------------
• Complete Playlist 👉https://www.youtube.com/playlist?list=PLba2xJ7yxHB7yKE34Pyei1Jr0bKMZWgos
• About SnowPro GenAI Exam 👉 https://youtu.be/9HsQX_vigYM
• Domain 1: GenAI Overview 👉 https://youtu.be/tZ8GV6ZGowU
• Domain 2: LLM Functions & AI SQL 👉 https://youtu.be/GjMvzIAO82g
• Domain 3: Governance, RBAC & Observability 👉 https://youtu.be/zuZvH113Fbg
• Domain 4: Document AI 👉 https://youtu.be/ic2DP-ZxJcw
-------
Snowflake GenAI Exam Tutorial
📖 Ch-06 Complete Cortex Function 👉 https://youtu.be/pTWLM7F9NpU
📖 Ch-07 Structured Output 👉 https://youtu.be/V55rC5vip64
📖 Ch-08 AI Cortex Guardrails 👉 https://youtu.be/_EXmBAfXLfc
📖 Ch-09 AI Sentiment, Entities & Syntax Traps 👉 https://youtu.be/iqSlgqzNc70
📖 Ch-10 AI SQL Function Usage Monitoring 👉https://youtu.be/-dOqWDvZQeo
📖 Ch-11 Monitoring Model Credits 👉 https://youtu.be/q2pHVRLlnik
📖 Ch-12 How Cortex Analyst Charges 👉 https://youtu.be/q11XUbFeQ-0
Medium Blog
-----------------
Complete syllabus, official documentation links, and a downloadable study roadmap
👉 https://medium.com/@data-engineering-simplified/0cf763ae69f1
Want a full exam test for the SnowPro GenAI Certification Exam (GES C01)?
👉 https://www.udemy.com/course/snowflake-genai-certification-practice-tests-ges-c01/?couponCode=YOUTUBE-JNE2026
#snowflakecertification
#genai
#dataengineering
#snowflake
#cortexAI
#snowflakegovernance
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.
Видео Monitoring Model Credits Using CORTEX_FUNCTIONS_USAGE | SnowPro GenAI Exam | Domain 3 (22%) канала Data Engineering Simplified
A common point of confusion for many students is why their Snowflake accounts show empty data for CORTEX_FUNCTIONS_USAGE_HISTORY & CORTEX_FUNCTIONS_QUERY_USAGE_HISTORY. In this deep dive, we compare the Legacy views found in many study materials against the New consolidated views you will see in your 2026 Snowflake instances.
We look at an older Snowflake instance to see what CORTEX_FUNCTIONS_USAGE_HISTORY actually tracks, including its 1-hour aggregation increments.
Complete domain-wise playlist covering:
--------------------------------------------------------------
• Complete Playlist 👉https://www.youtube.com/playlist?list=PLba2xJ7yxHB7yKE34Pyei1Jr0bKMZWgos
• About SnowPro GenAI Exam 👉 https://youtu.be/9HsQX_vigYM
• Domain 1: GenAI Overview 👉 https://youtu.be/tZ8GV6ZGowU
• Domain 2: LLM Functions & AI SQL 👉 https://youtu.be/GjMvzIAO82g
• Domain 3: Governance, RBAC & Observability 👉 https://youtu.be/zuZvH113Fbg
• Domain 4: Document AI 👉 https://youtu.be/ic2DP-ZxJcw
-------
Snowflake GenAI Exam Tutorial
📖 Ch-06 Complete Cortex Function 👉 https://youtu.be/pTWLM7F9NpU
📖 Ch-07 Structured Output 👉 https://youtu.be/V55rC5vip64
📖 Ch-08 AI Cortex Guardrails 👉 https://youtu.be/_EXmBAfXLfc
📖 Ch-09 AI Sentiment, Entities & Syntax Traps 👉 https://youtu.be/iqSlgqzNc70
📖 Ch-10 AI SQL Function Usage Monitoring 👉https://youtu.be/-dOqWDvZQeo
📖 Ch-11 Monitoring Model Credits 👉 https://youtu.be/q2pHVRLlnik
📖 Ch-12 How Cortex Analyst Charges 👉 https://youtu.be/q11XUbFeQ-0
Medium Blog
-----------------
Complete syllabus, official documentation links, and a downloadable study roadmap
👉 https://medium.com/@data-engineering-simplified/0cf763ae69f1
Want a full exam test for the SnowPro GenAI Certification Exam (GES C01)?
👉 https://www.udemy.com/course/snowflake-genai-certification-practice-tests-ges-c01/?couponCode=YOUTUBE-JNE2026
#snowflakecertification
#genai
#dataengineering
#snowflake
#cortexAI
#snowflakegovernance
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.
Видео Monitoring Model Credits Using CORTEX_FUNCTIONS_USAGE | SnowPro GenAI Exam | Domain 3 (22%) канала Data Engineering Simplified
SnowPro GenAI Legacy Views Snowflake CORTEX_FUNCTIONS_USAGE_HISTORY Snowflake CORTEX_FUNCTIONS_QUERY_USAGE_HISTORY Snowflake AI credit usage Snowflake GenAI exam traps Snowflake model usage history SnowPro Domain 3 Governance. Cortex usage history vs AI SQL usage history why Snowflake cortex view has no data Snowflake aggregate vs query usage history model consumption credits Snowflake exam Snowflake account usage schema GenAI
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