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Description
Dive into the fascinating world of Generative Artificial Intelligence with "Generative Artificial Intelligence for Beginners: Unlocking Creativity and Innovation." This comprehensive book is crafted to introduce beginners to the foundations of artificial intelligence, focusing on the intriguing realm of generative models.
Starting with the basics of artificial intelligence, readers will journey through the evolution of AI, gaining insights into the distinctions between Narrow AI and General AI. The book then explores the core principles of Generative AI, unraveling concepts like generative models, algorithms, and frameworks that underpin this revolutionary technology.
A deep dive into neural networks and deep learning sets the stage for understanding the mechanics of Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs). Real-world applications in fields such as computer vision and natural language processing are demystified, showcasing the versatility of Generative AI across industries.
Readers will discover the ethical considerations surrounding Generative AI, addressing issues of bias, privacy, and responsible usage. The book also provides practical guidance for those eager to embark on their own Generative AI projects, offering step-by-step instructions and a list of tools and frameworks.
As the journey unfolds, the book delves into the creative applications of Generative AI, from art and music generation to data augmentation and synthesis. It also explores the industry-specific applications of Generative AI in healthcare, finance, and beyond.
"Generative Artificial Intelligence for Beginners" not only equips readers with a solid understanding of the present state of Generative AI but also offers a glimpse into its future trends and developments. Emerging technologies, potential breakthroughs, and challenges are discussed, providing a holistic view of the evolving landscape.
Whether you're an aspiring AI enthusiast, a curious student, or a professional seeking to understand the transformative power of Generative AI, this book is your gateway to a captivating exploration of the cutting-edge field. With a clear and accessible approach, it encourages readers to embark on their own AI journey, fostering a deeper appreciation for the role Generative AI plays in shaping our rapidly advancing technological landscape.
Spécifications
Parties prenantes
- Auteur(s) :
- Editeur:
Contenu
- Langue:
- Anglais
Caractéristiques
- EAN:
- 9798230844334
- Date de parution :
- 01-12-24
- Format:
- Ebook
- Protection digitale:
- /
- Format numérique:
- ePub
