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.