Overview

This book researches the intricate world of generative Artificial Intelligence, offering readers an extensive understanding of various components and applications in this field. The book begins with an in-depth analysis of generative models, providing a solid foundation and exploring their combination nuances. It then focuses on enhancing TransVAE, a variational autoencoder, and introduces the Swin Transformer in generative AI. The inclusion of cutting edge applications like building an image search using Pinecone and a vector database further enriches its content. The narrative shifts to practical applications, showcasing GenAI's impact in healthcare, retail, and finance, with real-world examples and innovative solutions. In the healthcare sector, it emphasizes AI's transformative role in diagnostics and patient care. In retail and finance, it illustrates how AI revolutionizes customer engagement and decision making.

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9789355518972

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Zonunfeli Ralte, a seasoned professional with a Master’s in Business Administration and Economics, boasts 15 years of experience in Analytics, Finance, and AI. Currently, she is the CEO and Founder of RastrAI, while also serving as a Principal AI Consultant, developing GenAI applications for diverse industries. Indrajit Kar, a master’s graduate in Computational Biology from Bengaluru, also holds a Bachelor’s in Science from the same institution with more than two decades of experience in AI and ML. He is an experienced intrapreneur, having built AI teams at Siemens, Accenture, IBM, and Infinite Data Systems.

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