Duration
1 Day
Level
Basic Level
Design and Tailor this course
Official Course
In this one‐day course, participants will delve into the GenAI capabilities within Snowflake. This course
empowers participants to integrate capabilities into their regular analytical workflows. Even without being
a Data Scientist or a Machine Learning engineer, they will be able to extract insights at scale, interact with
applications using natural language, drive coding productivity, and generate new content. The participants
should walk away with experience leveraging these capabilities in different scenarios within the Snowflake
training environment. This course consists of lectures, demos, labs, and discussions.
ACQUIRED SKILLS
• Summarize the GenAI capabilities of Snowflake for Enterprise AI.
• Explain how to work with Snowflake Cortex (Document AI, Copilot, Cortex Analyst, Cortex Search).
• Define enterprise AI governance considerations.
• Describe Snowflake’s recommended best practices for GenAI and cost management.
• Administrators
• Application Developers
• Data Analysts
• Data Engineers
• Data Scientists
• Snowflake users who want to fast‐track GenAI adoption
This course is not persona‐specific; however, participants should have the skills outlined in the prerequi‐
sites section.
• What is GenAI?
• Large Language Models (LLMs)
• AI Data Cloud Capability
• Cortex Fine Tuning
• Cross‐region Support
• REST APIs
• Running LLMs on Snowpark Container Services
• Cortex LLM Functions Overview
• Task‐specific LLM Functions
• General LLM Functions
• Prompt Engineering
• What is Snowflake Copilot?
• Usage Guidelines
• What is a Cortex Search?
• Cortex Search Use Cases
• Cortex Search Workflow
• Cortex Search Service
• Using Cortex Search
• What is Cortex Analyst?
• Cortex Analyst Use Cases
• Cortex Analyst Compared with Snowflake Copilot
• How To Get Started?
• Semantic Model
• Usage Guidelines
Document AI
• What is Document AI?
• Getting Started with Document AI
• Using Document AI
Security and Governance
• Security and Governance
• Governance Controls
• Guardrails in Snowflake
• GenAI Feature Governance
• Auditing and Monitoring
Cost Management
• Cortex Meter Usage
• Tracking Costs
• Guidelines for Effective Cost Control
• Basic knowledge of SQL is required.
• Foundational knowledge of databases is recommended.
• Completion of “Snowflake Foundations” one‐day course or equivalent Snowflake knowledge.
• Completion of on‐demand Modules – Snowflake x Gen AI: A Cool Collab, Snowflake X GenAI: LLM
Functions.