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Автор: Chi Wang, Donald Szeto
Издательство: Manning Publications
Год: 2022
Страниц: 338
Язык: английский
Формат: pdf (true)
Размер: 29.1 MB
Design systems optimized for deep learning models. Written for software engineers, this book teaches you how to implement a maintainable platform for developing Deep Learning models. Software Engineer's Guide to Deep Learning System Design is a practical guide for software engineers and data scientists who are designing and building platforms for Deep Learning (DL). It’s full of hands-on examples that will help you transfer your software development skills to implementing Deep Learning platforms. In Software Engineer's Guide to Deep Learning System Design, you’ll learn how to build automated and scalable services for core tasks like dataset management, model training/serving, and hyperparameter tuning. This book is the perfect way to step into an exciting—and lucrative—career as a Deep Learning engineer.