David Foster Generative Deep Learning (Paperback)

Description: Further DetailsTitle: Generative Deep LearningCondition: NewFormat: PaperbackSubtitle: Teaching Machines To Paint, Write, Compose, and PlayEAN: 9781098134181ISBN: 9781098134181Publisher: O'Reilly MediaRelease Date: 05/12/2023Description: Generative AI is the hottest topic in tech. This practical book teaches machine learning engineers and data scientists how to use TensorFlow and Keras to create impressive generative deep learning models from scratch, including variational autoencoders (VAEs), generative adversarial networks (GANs), Transformers, normalizing flows, energy-based models, and denoising diffusion models.The book starts with the basics of deep learning and progresses to cutting-edge architectures. Through tips and tricks, you'll understand how to make your models learn more efficiently and become more creative.Discover how VAEs can change facial expressions in photosTrain GANs to generate images based on your own datasetBuild diffusion models to produce new varieties of flowersTrain your own GPT for text generationLearn how large language models like ChatGPT are trainedExplore state-of-the-art architectures such as StyleGAN2 and ViT-VQGANCompose polyphonic music using Transformers and MuseGANUnderstand how generative world models can solve reinforcement learning tasksDive into multimodal models such as DALL.E 2, Imagen, and Stable DiffusionThis book also explores the future of generative AI and how individuals and companies can proactively begin to leverage this remarkable new technology to create competitive advantage.Language: EnglishCountry/Region of Manufacture: USItem Height: 233mmItem Length: 178mmAuthor: David FosterGenre: Computing & InternetRelease Year: 2023 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.

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Book Title: Generative Deep Learning

Title: Generative Deep Learning

Subtitle: Teaching Machines To Paint, Write, Compose, and Play

EAN: 9781098134181

ISBN: 9781098134181

Release Date: 05/12/2023

Release Year: 2023

Country/Region of Manufacture: US

Genre: Computing & Internet

Number of Pages: 453 Pages

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

Language: English

Publisher: O'reilly Media, Incorporated

Subject: Machine Theory, Enterprise Applications / Business Intelligence Tools, Intelligence (Ai) & Semantics, Data Processing, Computer Vision & Pattern Recognition

Publication Year: 2023

Item Height: 1.1 in

Type: Textbook

Item Weight: 27.6 Oz

Author: David Foster

Subject Area: Computers

Item Length: 9.2 in

Item Width: 7 in

Format: Trade Paperback