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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Informatik & EDV Informatik Practical Generative AI: From Concept to Deployment
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Practical Generative AI: From Concept to Deployment
Pramod Singh, James McKeone (Gebundene Ausgabe, Englisch)
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Beschreibung
This book is a comprehensive guide that immerses you into the world of building and deploying AI-powered solutions. You are introduced to the core architecture of LLMs and equipped with essential Best Data Practices (BDPs) for utilizing Generative AI responsibly, ensuring ethical and efficient AI deployment. The book starts with the foundational aspects of Generative AI application development.… You will learn the nuances of data handling in Generative AI apps, from working with embeddings to managing unstructured and structured data, and handling Personally Identifiable Information (PII) data. The exploration extends to understanding the differences between deterministic and LLM-based data synthesis and integrating Generative AI apps with enterprise data, providing you with practical insights into leveraging data effectively for intelligent applications. A chapter on prompt engineering explains the importance of prompts in AI interactions, covering a spectrum of techniques and pitfalls while offering exercises to enhance prompt engineering skills. As you progress through the book, you take a journey from conceptualization to production and deployment of Generative AI applications. You discover the essentials of Generative AI application development, gain insights into the pathway from ideation to production, and explore the intricacies of LLM selection and fine-tuning. The book equips you with the knowledge and tools necessary to navigate the complex terrain of AI development and deployment, making it an indispensable resource for AI enthusiasts, developers, and business leaders alike. What You Will Learn Know the core architecture of LLMs and how these models have revolutionized AI applications Handle various data types, including unstructured, structured, and personally identifiable information (PII) data in Generative AI applications Understand prompt engineering and its importance in AI interactions and applications Understand modular design of Generative AI apps, essential backend and frontend components, and the unique principles guiding Generative AI app design Who This Book Is For From AI enthusiasts exploring the field to software developers seeking practical insights, and business leaders looking to harness the power of AI for organizational growth and innovation 80,24 €
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Technische Daten
Erscheinungsdatum
02.04.2026
Sprache
Englisch
EAN
9798868814785
Herausgeber
APRESS
Sonderedition
Nein
Autor
Pramod Singh, James McKeone
Seitenanzahl
185
Einbandart
Broschiert
Buch Untertitel
Building and Deploying Ethical AI-Powered Solutions
Schlagwörter
Generative AI, Large Language Models, Responsible AI, Deep Learning
Thema-Inhalt
UYQ - Künstliche Intelligenz
UYQM - Maschinelles Lernen
UMX - Programmier- und Skriptsprachen, allgemein
Höhe
254 mm
Breite
17.8 cm
Hersteller: Apress, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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