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Snowflake Cortex is redefining how modern enterprises build, scale, and deploy Generative AI—natively within the data cloud. Ultimate Snowflake Cortex AI for Generative AI Applications is 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. With real-world case studies and cross-industry applications, this book equips you with both the strategic understanding and technical skills to implement Generative AI at scale. Cortex is the future of enterprise AI—don't just adapt to it, lead it.
Krishnan Srinivasan holds a Master of Technology degree in Data Science and Engineering and brings over 25 years of diverse, cross-domain experience across cutting-edge technologies, specializing in Data, Artificial Intelligence, Analytics, and Cloud AI. He began his career as a data professional, working on pioneering data warehousing and analytics initiatives that laid a strong foundation for building scalable, data-driven solutions. His deep engagement with enterprise data systems and strong passion for innovation led him into the field of Artificial Intelligence. This progression, from data to AI, enabled him to bridge the gap between traditional analytics and modern AI, positioning him to lead transformative AI initiatives at the intersection of data and intelligence. Throughout his distinguished career, Krishnan has partnered with numerous Fortune 500 clients across the globe, designing and delivering impactful solutions across a wide range of industries. Currently leading his organization's AI strategy, Krishnan is deeply focused on the next frontier of innovation—Generative AI. His work emphasizes the power of cloud-native AI platforms such as Snowflake Cortex, to unlock new possibilities in automation, insight generation, Agentic AI, and intelligent decision-making. He is passionate about demystifying AI for businesses and helping them operationalize it to drive scalable impact in the real world.
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