OEM Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play

Shop Libro: Generative Deep Learning: Teaching Machines To Paint, and more Libros Físicos at Latinafy.com

Unlock the awe-inspiring world of generative AI with this comprehensive guide. 'Generative Deep Learning' is designed for machine learning engineers and data scientists eager to harness powerful frameworks like TensorFlow and Keras. Dive deep into cutting-edge architectures including GANs, VAEs, and transformers. This book provides practical insights, tips, and techniques that will enhance your understanding and application of machine learning. Perfect for anyone looking to push the boundaries of creativity in AI-driven art and content generation.

In 'Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play,' David Foster takes readers on an exciting journey through the realm of generative AI. This book is an essential read for machine learning engineers and data scientists looking to create impressive generative models from scratch. Detailed sections explain how to utilize popular libraries such as TensorFlow and Keras for building advanced algorithms, including variational autoencoders (VAEs) and generative adversarial networks (GANs). With the knowledge this book provides, you can train models that bring new flowers into existence or alter facial expressions in your photography. The book blends theory with hands-on practice, ensuring that you not only grasp essential concepts but also learn the tricks of the trade for making models learn cleverly and creatively. Discover more about large language models like ChatGPT, and dive into the artistic architectures of StyleGAN2 and ViT-VQGAN. Additionally, expand your repertoire by composing polyphonic music using Transformers and MuseGAN. Designed to spur innovation, this insightful guide also examines the future possibilities of generative AI for individuals and businesses, offering strategies to leverage this transformative technology for a competitive edge.

Usage ideas This book is ideal for anyone interested in advancing their skills in artificial intelligence and machine learning. Use it as a resource for developing innovative projects that involve image generation, text composition, or music creation. Whether you are working on academic research or exploring personal creative endeavors, the techniques and models detailed in this book will inspire your work. Perfect for workshops, study groups, or self-paced learning.

Frequently asked questions
What topics are covered in this book?: The book covers a wide range of topics related to generative AI, including variational autoencoders, generative adversarial networks, and advanced architectures for creating art and content.
Is this book suitable for beginners?: While the book provides valuable insights for all levels, a basic understanding of machine learning would be beneficial for maximizing its content.
How can I apply the concepts learned in this book?: You can use the skills acquired to build your own generative models, enhance existing projects, or even embark on new creative ventures in art, music, and writing.

- Brand: OEM
- Universal Product Code: 9781098134181
- Item Condition: New
- Model: 1098134184
- SKU: 1098134184
- Length: 3 cm
- Width: 17 cm
- Height: 23 cm
- Weight: 0.78 kg
- Language: English
- Book Title: Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play
- Author: David Foster
- Publisher: OEM
- Cover Type: Softcover
- Page Count: 426

Vendor listing title: Libro: Generative Deep Learning: Teaching Machines To Paint,