GES-C01 Exam Dumps
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| Certification Provider: | Snowflake |
|---|---|
| Exam Code / Number: | GES-C01 |
| Exam Name: | SnowPro® Specialty: Gen AI Certification Exam |
| Exam Questions: | 351 |
| Last Updated: | Jul 05, 2026 |
| Corresponding Certification: | Snowflake Certification |
(345 Up Votes)Snowflake GES-C01 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Data Preparation for Gen AI | 15-20% | - Document processing and chunking strategies - Vector stores and embeddings in Snowflake - Unstructured data handling - Data governance for AI workloads |
| Architecture and Best Practices | 10-15% | - Security and privacy considerations - Cost management strategies - LLM pipeline architecture design - Monitoring and evaluation frameworks - Performance optimization techniques |
| Cortex Analyst and Semantic Layer | 20-25% | - Text-to-SQL translation and optimization - Semantic model design and configuration - Business logic implementation in semantic models - Performance tuning for analytical queries |
| Generative AI Fundamentals and Concepts | 20-25% | - Prompt engineering principles - LLM fundamentals and architectures - Fine-tuning vs. retrieval approaches - Retrieval-Augmented Generation (RAG) concepts - Vector embeddings and similarity search |
| Snowflake Cortex AI Capabilities | 25-30% | - Model selection and cost optimization - Snowflake Copilot integration - COMPLETE function usage and parameters - Secure data handling in AI workflows - Cortex AI functions and features |