
Generative Deep Learning (2nd Edition)
Teaching Machines to Paint, Write, Compose, and Play
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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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Messy code is a nuisance. "Tidying" code, to make it more readable, requires breaking it up into manageable sections. In this practical guide, author Kent Beck, creator of Extreme Programming and pioneer of software patterns, suggests when and where you might apply tidyings to improve your code while keeping the overall structure of the system in mind. Instead of trying to master tidying all at once, this book lets you try out a few examples that make sense for your problem. If you have a big function containing many lines of code, you'll learn how to logically divide it into smaller chunks.
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Doctor Dolittle is one of kind. Not only can he talk to animals - but he can understand them too! One day Doctor Dolittle receives a message from Africa - the monkeys there need his help. So he sails off from his home, bringing along all his pals: Dab-Dab, the duck; Jip, the dog; Gub-Gub, the baby pig; Polynesia, the parrot; and Too-Too, the owl. Join the doctor and his animal friends on an amazing adventure. They even meet the rarest of all animals, the two-headed pushmi-pullyu!
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Using his legendary ability to get to the root of human potential, Napoleon Hill digs deep to reveal how fear, procrastination, anger, and jealousy prevent us from realizing our personal goals. This long-suppressed parable, once considered too controversial to publish, was written by Hill in 1938 following the publication of his classic bestseller, Think and Grow Rich. Annotated and edited for a contemporary audience by Rich Dad, Poor Dad and Three Feet from Gold coauthor Sharon Lechter, this book is profound, powerful, resonant, and rich with insight.
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Rise of the Earth Dragon
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In the first book in this series, eight-year-old Drake is snatched up by King Roland's soldier and taken to the castle. He is to be trained as a Dragon Master. At the castle, he is joined by three other young Dragon Masters-in-training: Ana, Rori, and Bo. The Dragon Masters must learn how to connect with and train their dragons - and they must also uncover their dragons' special powers.
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Algorithms to Live By
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From finding a spouse to finding a parking spot, from organizing one's inbox to understanding the workings of human memory, Algorithms to Live By transforms the wisdom of computer science into strategies for human living.
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The 6 Habits of Growth
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The world’s leading high-performance coach and multiple New York Times best-selling author Brendon Burchard delivers the six habits of personal growth that will help you create the life of your dreams. Forged from Brendon Burchard’s personal experiences, data from his GrowthDay app, and his many years as a high-performance coach, The 6 Habits of Growth presents the tools you need to construct the life of your dreams.
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世界はラテン語でできている
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世界はこんなにもラテン語であふれている!!X(旧Twitter)で人気の「ラテン語さん」初著書。世界史、政治、宗教、科学、現代、日本……。あらゆる方面に思いがけずひそんでいるラテン語の数々。
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え!返信の"Re"もラテン語なの?
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Fertility Technology
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In the late 1850s, a physician in New York City used a syringe and glass tube to inject half a drop of sperm into a woman's uterus, marking the first recorded instance of artificial insemination. From that day forward, doctors and scientists have turned to technology in ever more innovative ways to facilitate conception. Fertility Technology surveys this history in all its medical, practical, and ethical complexity, and offers a look at state-of-the-art fertility technology in various social and political contexts around the world.
著者: Donna J. Drucker
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The Rules of Programming
- The Missing Manual: How to Write Better Code
- 著者: Chris Zimmerman
- ナレーター: Ray Greenley
- 再生時間: 7 時間 10 分
- 完全版
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This philosophy-of-programming guide presents a unique and entertaining take on how to think about programming. A collection of twenty-one pragmatic rules, each presented in a stand-alone chapter, captures the essential wisdom that every freshly minted programmer needs to know and provides thought-provoking insights for more seasoned programmers. Author Chris Zimmerman, cofounder of the video game studio Sucker Punch Productions, teaches basic truths of programming by wrapping them in memorable aphorisms and driving them home with examples drawn from real code.
著者: Chris Zimmerman