{"product_id":"generative-ai-libraries-anand-vemula-9798327992283","title":"Generative AI Libraries: A Practical Guide","description":"\u003cp\u003eGenerative AI is revolutionizing the way we interact with machines. This practical guide empowers you to harness the power of generative AI libraries and delve into the exciting world of creating new content using code.\u003c\/p\u003e\u003cp\u003eThe book dives into the core concepts of generative AI models, specifically Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs). You'll learn how these models work and how they are used to create everything from realistic images to compelling stories.\u003c\/p\u003e\u003cp\u003eA crucial aspect of the book is the exploration of generative AI libraries. We'll explore popular libraries like TensorFlow Generative Adversarial Networks (TF-GAN), PyTorch Lightning, and JAX, providing hands-on tutorials and code examples to get you started. With these libraries, you'll be able to: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cb\u003eTrain your own generative models: \u003c\/b\u003e Learn how to prepare your data, define model architectures, and leverage built-in functionalities for training and optimization.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eExplore advanced techniques: \u003c\/b\u003e Gain insights into advanced concepts like spectral normalization and gradient penalty, used to refine the training process of GANs.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eExperiment with different use cases: \u003c\/b\u003e Discover how to generate realistic images, edit existing photos, create different writing styles, or even compose code snippets - all with the help of generative models.\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eBeyond the technical aspects, the book emphasizes best practices for using generative AI libraries responsibly. You'll learn about potential biases in models and approaches to mitigate them. Additionally, the book explores the ethical considerations and future directions of generative AI.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eGenerative AI Libraries: A Practical Guide\u003c\/b\u003e is your one-stop guide to unlocking the creative potential of generative AI. Whether you're a programmer, artist, or simply curious about this emerging technology, this book equips you with the knowledge and tools to embark on your generative AI journey\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Anand Vemula\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798327992283\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 06\/09\/2024\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 90\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.29lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.19d","brand":"Anand Vemula","offers":[{"title":"Paperback","offer_id":47135519113471,"sku":"9798327992283","price":17.13,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_b1bcb11e-408d-4f5d-95d0-f17c68fda589.jpg?v=1755010396","url":"https:\/\/www.whiterainbookhouse.com\/products\/generative-ai-libraries-anand-vemula-9798327992283","provider":"WR Book House","version":"1.0","type":"link"}