After doing these courses, I feel confident creating professional visualizations and dashboards
Shoebur RahmanProcurement Specialist, Giz Bangladesh
Course Description
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.
Feels like what you want to learn?
Start Course for FreeWhat you'll learn
- Describe the capabilities of Snowflake Cortex and identify appropriate use cases for generative AI within a data platform.
- Execute and integrate Python and SQL workflows in Snowflake Notebooks to perform AI-driven data tasks.
- Apply Snowflake Cortex functions to automate common text-based tasks such as summarization, classification, and translation.
- Extract targeted information from unstructured text using contextual prompting techniques.
- Design multi-step AI workflows by chaining Cortex functions to solve complex, real-world business problems.
Prerequisites
Curriculum
Course outline
1
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 Notebooks50 XP
- Creating a Notebook100 XP
- Using Python variable substitution100 XP
- Summarizing a review100 XP
- Text generation50 XP
- Extracting and responding to a review100 XP
- Generating responses with AI_COMPLETE()100 XP
- Text classification50 XP
- Building a classification pipeline100 XP
- Sentiment analysis100 XP
2
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.
S
Introduction to Generative AI in Snowflake
Course
Complete
