"Python for Generative AI: Practical Techniques, Applications, and Code Examples" is a comprehensive guide that equips readers with the essential skills and knowledge to harness the power of Python in the exciting field of generative artificial intelligence (AI). From foundational concepts to advanced techniques, this book provides a hands-on approach to understanding and implementing generative AI models using Python.
The book begins with an introduction to the principles of generative AI, laying the groundwork for readers to grasp key concepts such as neural networks, generative models, and deep learning. Through clear explanations and practical examples, readers learn how to leverage Python libraries such as TensorFlow, PyTorch, and Keras to build and train various types of generative models.
Throughout the book, readers are guided through real-world applications and use cases of generative AI, including image generation and editing, text generation and natural language processing, music and audio synthesis, and video generation and editing. Each chapter is accompanied by code examples and demonstrations, allowing readers to follow along and implement the techniques discussed.
The book also covers advanced topics such as conditional generative models, StyleGAN and advanced GAN variants, enhancements and improvements in variational autoencoders (VAEs), and training and optimization techniques. Readers learn how to apply data augmentation techniques, perform hyperparameter tuning, debug and improve model performance, and evaluate generative models using qualitative and quantitative metrics.
In addition to technical skills, the book addresses ethical considerations, legal and regulatory aspects, and provides case studies and real-world projects showcasing the diverse applications of generative AI across industries. With its practical approach and emphasis on code examples, "Python for Generative AI: Practical Techniques, Applications, and Code Examples" serves as a valuable resource for students, researchers, and practitioners looking to explore and master the exciting field of generative AI using Python.
Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.
EUR 17,02 expédition depuis Etats-Unis vers France
Destinations, frais et délaisEUR 4,56 expédition depuis Royaume-Uni vers France
Destinations, frais et délaisVendeur : Ria Christie Collections, Uxbridge, Royaume-Uni
Etat : New. In. N° de réf. du vendeur ria9798327023796_new
Quantité disponible : Plus de 20 disponibles
Vendeur : PBShop.store US, Wood Dale, IL, Etats-Unis
PAP. Etat : New. New Book. Shipped from UK. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. N° de réf. du vendeur L0-9798327023796
Quantité disponible : Plus de 20 disponibles
Vendeur : Rarewaves USA, OSWEGO, IL, Etats-Unis
Paperback. Etat : New. N° de réf. du vendeur LU-9798327023796
Quantité disponible : Plus de 20 disponibles
Vendeur : Rarewaves.com UK, London, Royaume-Uni
Paperback. Etat : New. N° de réf. du vendeur LU-9798327023796
Quantité disponible : Plus de 20 disponibles
Vendeur : PBShop.store UK, Fairford, GLOS, Royaume-Uni
PAP. Etat : New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. N° de réf. du vendeur L0-9798327023796
Quantité disponible : Plus de 20 disponibles
Vendeur : Rarewaves USA United, OSWEGO, IL, Etats-Unis
Paperback. Etat : New. N° de réf. du vendeur LU-9798327023796
Quantité disponible : Plus de 20 disponibles
Vendeur : Rarewaves.com USA, London, LONDO, Royaume-Uni
Paperback. Etat : New. N° de réf. du vendeur LU-9798327023796
Quantité disponible : Plus de 20 disponibles
Vendeur : California Books, Miami, FL, Etats-Unis
Etat : New. Print on Demand. N° de réf. du vendeur I-9798327023796
Quantité disponible : Plus de 20 disponibles
Vendeur : GreatBookPrices, Columbia, MD, Etats-Unis
Etat : New. N° de réf. du vendeur 48043067-n
Quantité disponible : Plus de 20 disponibles
Vendeur : GreatBookPricesUK, Woodford Green, Royaume-Uni
Etat : New. N° de réf. du vendeur 48043067-n
Quantité disponible : Plus de 20 disponibles