Generative Artificial Intelligence Exploring the Power and Potential of Generative AI
-
- Taschenbuch ausgewählt
- eBook
-
Sprache:Englisch
46,99 €
UVP
53,49 €
inkl. gesetzl. MwSt.,
Beschreibung
Produktdetails
Einband
Taschenbuch
Erscheinungsdatum
17.07.2024
Verlag
ApressSeitenzahl
458
Maße (L/B/H)
25,4/17,8/2,6 cm
Auflage
1. Auflage
Sprache
Englisch
EAN
9798868804021
This book explains the field of Generative Artificial Intelligence (AI), focusing on its potential and applications, and aims to provide you with an understanding of the underlying principles, techniques, and practical use cases of Generative AI models.
The book begins with an introduction to the foundations of Generative AI, including an overview of the field, its evolution, and its significance in today’s AI landscape. It focuses on generative visual models, exploring the exciting field of transforming text into images and videos. A chapter covering text-to-video generation provides insights into synthesizing videos from textual descriptions, opening up new possibilities for creative content generation. A chapter covers generative audio models and prompt-to-audio synthesis using Text-to-Speech (TTS) techniques. Then the book switch gears to dive into generative text models, exploring the concepts of Large Language Models (LLMs), natural language generation (NLG), fine-tuning, prompt tuning, and reinforcement learning. The book explores techniques for fixing LLMs and making them grounded and indestructible, along with practical applications in enterprise-grade applications such as question answering, summarization, and knowledge-based generation.
By the end of this book, you will understand Generative text, and audio and visual models, and have the knowledge and tools necessary to harness the creative and transformative capabilities of Generative AI.
What You Will Learn
- What is Generative Artificial Intelligence?
- What are text-to-image synthesis techniques and conditional image generation?
- What is prompt-to-audio synthesis using Text-to-Speech (TTS) techniques?
- What are text-to-video models and how do you tune them?
- What are large language models, and how do you tune them?
Who This Book Is For
Those with intermediate to advanced technical knowledge in artificial intelligence and machine learning
Noch keine Bewertungen vorhanden
Verfassen Sie die erste Bewertung zu diesem Artikel
Helfen Sie anderen Kundinnen und Kunden durch Ihre Meinung.
Kurze Frage zu unserer Seite
Vielen Dank für Ihr Feedback
Wir nutzen Ihr Feedback, um unsere Produktseiten zu verbessern. Bitte haben Sie Verständnis, dass wir Ihnen keine Rückmeldung geben können. Falls Sie Kontakt mit uns aufnehmen möchten, können Sie sich aber gerne an unseren Kund*innenservice wenden.
zum Kundenservice