Snowflake AI Fundamentals

อัปเดตแล้ว 03/2569

Develop AI-powered applications with Snowflake. Master data management and generative AI to create intelligent solutions in the cloud.

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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.

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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.
Course
2
Introduction to LLMs in Python
Learn the nuts and bolts of LLMs and the revolutionary transformer architecture they are based on!
Course
3
Introduction to Generative AI in Snowflake
Learn to build AI applications using Snowflake Cortex's built-in LLM functions for text analysis, generation, and multi-step workflows.
Course
4
Responsible AI Data Management
Learn the theory behind responsibly managing your data for any AI project, from start to finish and beyond.
Resource
โบนัส
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.