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Snowflake AI Fundamentals

Updated 10/2025
Develop AI-powered applications with Snowflake. Master data management and generative AI to create intelligent solutions in the cloud.
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Track Description

Snowflake AI Fundamentals

Build AI-powered applications using Snowflake Cortex, one of the industry's leading cloud data platforms. This track gives you the skills to combine data management with cutting-edge generative AI capabilities.Start with Snowflake's architecture and SQL fundamentals while learning to query, load, and manage data. Then, develop a strong foundation in Large Language Models (LLMs), exploring how they work and learning to use and fine-tune pre-trained models for real-world language tasks.Next, apply generative AI directly in Snowflake using Cortex AI. You'll perform text classification, sentiment analysis, summarization, translation, and answer extraction while exploring responsible AI practices like data acquisition, bias mitigation, and regulatory compliance.Finally, you'll build a conversational AI chatbot using Snowflake Cortex, bringing together everything you've learned to create intelligent responses from your data.

Prerequisites

There are no prerequisites for this track

  • Course

    1

    Introduction to Snowflake

    Snowflake is a top data warehousing platform. Learn how they use Snowsight, a user-friendly SQL interface for accessing and exploring data.

  • Resource

    bonus

    How to Build a Chatbot with Snowflake Cortex AI (Step-by-Step Guide)

    Learn how to build a chatbot with Snowflake Cortex AI. Step-by-step guide to preparing data, using Cortex Search, and deploying with Streamlit.

Snowflake AI Fundamentals
4 Courses
Track
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