Generative Deep Learning (2nd Edition)
Teaching Machines to Paint, Write, Compose, and Play
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プレミアムプラン3か月
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¥2,200 で購入
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ナレーター:
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Mike Cooper
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著者:
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David Foster
このコンテンツについて
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. You will discover how VAEs can change facial expressions in photos; train GANs to generate images based on your own dataset; build diffusion models to produce new varieties of flowers; train your own GPT for text generation; learn how large language models like ChatGPT are trained; explore state-of-the-art architectures such as StyleGAN2 and ViT-VQGAN; compose polyphonic music using Transformers and MuseGAN; understand how generative world models can solve reinforcement learning tasks; and dive into multimodal models such as DALL.E 2, Imagen, and Stable Diffusion.
This 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.
PLEASE NOTE: When you purchase this title, the accompanying PDF will be available in your Audible Library along with the audio.
©2023 Applied Data Science Partners Ltd. (P)2023 Ascent Audioこちらもおすすめ
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ストーリー2
A business's overall strategy may be set at board level, but many people throughout the organisation will be involved in deciding that strategy and implementing it - making decisions that are strategic in nature. On these decisions hangs the future of the business: how successful it is, even whether it is successful. Yet business history is full of strategic decisions, both big and small, that were weak, poorly conceived and consequently disastrous.
著者: Jeremy Kourdi
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Language and the Mind
- 著者: Spencer D. Kelly, The Great Courses
- ナレーター: Spencer D. Kelly
- 再生時間: 11 時間 50 分
- オリジナル版
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総合評価4
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ナレーション4
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ストーリー4
What is our species' greatest invention? Medicine, computers, space travel? Not even close. The innovation that underlies each of our past achievements and those we still aspire to is language. Language is the ultimate invention of Homo sapiens - one that has allowed us to change the physical and social world around us in every conceivable way, and an invention that has fundamentally changed us, as well.
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Really interesting
- 投稿者: 堀井碩史 日付: 2023/11/27
著者: Spencer D. Kelly, 、その他