Ultimate Snowflake Cortex AI for GenAI by Krishnan Srinivasan (.ePUB)

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File Size: 76.3 MB

Ultimate Snowflake Cortex AI for Generative AI Applications: Design, Build, and Deploy Generative AI Solutions with Snowflake Cortex for Real-World and Industry-Scale Applications by Krishnan Srinivasan
Requirements: .ePUB reader, 76.3 MB
Overview: Power your AI Journey and Build the Future with Snowflake Cortex. Ultimate Snowflake Cortex AI for Generative AI Applicationsis a hands-on, end-to-end guide designed for data professionals, engineers, and technical leaders eager to unlock the full power of Snowflake’s native AI engine. The book begins by grounding you in the fundamentals of AI/ML within the Snowflake ecosystem before diving deep into the architecture, capabilities, and use cases of Snowflake Cortex. As you progress, you’ll explore Cortex’s built-in Machine Learning functions, dive into prompt engineering, Retrieval-Augmented Generation (RAG), and learn how to leverage LLM functions effectively. You’ll gain hands-on experience in fine-tuning models, translating natural language queries into actionable insights, and automating document processing using Cortex’s Document AI. Practical chapters on security, governance, and cost discipline ensure you’re prepared for enterprise-scale AI deployment. The book is tailored for data scientists, engineers, analysts, and technical leaders looking to harness the power of Generative AI using Snowflake Cortex. A basic understanding of AI/ML concepts, along with familiarity in SQL, Python, and Snowflake, will help readers fully benefit from the practical examples.
Genre: Non-Fiction > Tech & Devices

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