{"product_id":"understanding-generative-ai-business-applications-a-guide-to-technical-principles-and-real-world-applications-9798868802812","title":"Understanding Generative AI Business Applications: A Guide to Technical Principles and Real-World Applications","description":"\u003cp\u003e • Author(s): Irena Cronin\u003cbr\u003e • Publisher: Apress\u003cbr\u003e • Publisher Imprint: Apress\u003cbr\u003e • BISAC: Artificial Intelligence - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003eThis guide covers the fundamental technical principles and various business applications of Generative AI for planning, developing, and evaluating AI-driven products. It equips you with the knowledge you need to harness the potential of Generative AI for enhancing business creativity and productivity.\u003c\/p\u003e\u003cp\u003eThe book is organized into three sections: text-based, senses-based, and rationale-based. Each section provides an in-depth exploration of the specific methods and applications of Generative AI. In the text-based section, you will find detailed discussions on designing algorithms to automate and enhance written communication, including insights into the technical aspects of transformer-based Natural Language Processing (NLP) and chatbot architecture, such as GPT-4, Claude 2, Google Bard, and others. The senses-based section offers a glimpse into the algorithms and data structures that underpin visual, auditory, and multisensory experiences, including NeRF, 3D Gaussian Splatting, Stable Diffusion, AR and VR technologies, and more. The rationale-based section illuminates the decision-making capabilities of AI, with a focus on machine learning and data analytics techniques that empower applications such as simulation models, agents, and autonomous systems.\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eIn summary, this book serves as a guide for those seeking to navigate the dynamic landscape of Generative AI. Whether you're a seasoned AI professional or a business leader looking to harness the power of creative automation, these pages offer a roadmap to leverage Generative AI for your organization's success.\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eWhat You Will Learn\u003cbr\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eWhat are the technical elements that constitute the makeup of Generative AI products?\u003c\/li\u003e\n\u003cli\u003eWhat are the practical applications of Generative AI?\u003c\/li\u003e\n\u003cli\u003eHow can algorithms be designed to automate and improve written communication?\u003c\/li\u003e\n\u003cli\u003eWhat are the latest Generative AI architectures and algorithms?\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e","brand":"Apress","offers":[{"title":"Paperback","offer_id":45165237862551,"sku":"9798868802812","price":4040.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798868802812.webp?v=1768573069","url":"https:\/\/atlanticbooks.com\/products\/understanding-generative-ai-business-applications-a-guide-to-technical-principles-and-real-world-applications-9798868802812","provider":"Atlantic Books","version":"1.0","type":"link"}