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

Creating a Notebook

Using Python variable substitution

Summarizing a review

Text generation

Extracting and responding to a review

Generating responses with AI_COMPLETE()

Text classification

Building a classification pipeline

Sentiment analysis

Getting Started with Snowflake Cortex

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

Hablas español

Around the world

Answer extraction

What's the problem?

Extracting an answer in Italian

Designing multi-step AI workflows

Summarizing and classifying

Building a review pipeline

Wrap-up

Applying Snowflake Cortex to Business Tasks

hotel_reviews

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.

Introduction to Snowflake

Introduction to LLMs in Python

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

Introduction to Generative AI in Snowflake

Fundamentos da IA da Snowflake

Senior Developer Advocate, Snowflake

Cortex review workflow

Extracting reviews

Spanish review

Summarization

Classification

Response translation

Cortex cost model

Limiting cost

Cortex best practices

Let's practice!

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Applying Snowflake Cortex to Business Tasks - Designing multi-step AI workflows

Designing multi-step AI workflows

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