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Understanding Generative AI Business Applications

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Produktnummer: 18418e6f5462cd4bee97c91f1c187c3f48
Autor: Cronin, Irena
Themengebiete: Artificial Intelligence Augmented Reality Autonomous systems Computer Vision Gaussian Splatting Generative AI Machine Learning Natural Language Processing (NLP)
Veröffentlichungsdatum: 22.05.2024
EAN: 9798868802812
Sprache: Englisch
Seitenzahl: 248
Produktart: Kartoniert / Broschiert
Verlag: APRESS
Untertitel: A Guide to Technical Principles and Real-World Applications
Produktinformationen "Understanding Generative AI Business Applications"
This 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.The 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.In 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.What You Will LearnWhat are the technical elements that constitute the makeup of Generative AI products?What are the practical applications of Generative AI?How can algorithms be designed to automate and improve written communication?What are the latest Generative AI architectures and algorithms?Who This Book Is ForData scientists, data analysts, decision makers, and business executives interested in gaining an understanding of Generative AI products
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