Introduction to Generative AI in Snowflake

中級スキルレベル

更新日 2026/03

Learn to build AI applications using Snowflake Cortex's built-in LLM functions for text analysis, generation, and multi-step workflows.

コース説明

Learn to build AI-powered applications using Snowflake Cortex's suite of built-in LLM functions. This hands-on course teaches you to work with generative AI directly in Snowflake notebooks, covering text summarization, generation, classification, sentiment analysis, translation, and answer extraction. You'll build multi-step AI workflows to solve real business problems using production-ready models - no infrastructure setup or model deployment required.

前提条件

Introduction to Snowflake Introduction to LLMs in Python

Getting Started with Snowflake Cortex

Learn to use Snowflake Cortex in notebooks with Python and SQL. You'll summarize hotel reviews, generate responses, classify feedback by topic, and analyze sentiment.

Introduction to Snowflake Cortex and Notebooks

50 XP

Creating a Notebook

100 XP

Using Python variable substitution

100 XP

Summarizing a review

100 XP

Text generation

50 XP

Extracting and responding to a review

100 XP

Generating responses with AI_COMPLETE()

100 XP

Text classification

50 XP

Building a classification pipeline

100 XP

Sentiment analysis

100 XP

チャプターを開始

Applying Snowflake Cortex to Business Tasks

Work with advanced Cortex functions to translate reviews, extract answers from text, and chain multiple functions together. You'll build a complete workflow that processes multilingual feedback from start to finish.

Translation

50 XP

Hablas español

100 XP

Around the world

100 XP

Answer extraction

50 XP

What's the problem?

100 XP

Extracting an answer in Italian

100 XP