Designing deep learning systems (Software engineering, #1)
Description
"Designing deep learning system"is a cuticle resource that addresses the gap in knowledge regarding the efficient bridging of the deep learning research and prototype with production operation. the book is authored by experience deep learning engineering leaders, chi and Donald, who provide valuable insights a guidance for both junior and seasoned engineers.
the book begins with an overview of deep learning system, followed by the detailed decisions on each system component. it highlights the various design choices, they are advantage, and drawbacks, helping reads make informed decision based on their specific use cases. each chapter concludes with an analysis to read assist readers in selecting most suitable options.
The authors conclude with a comprehensive discussion on the challenging journey from research and prototyping to production, drawing insights from previous chapters. To facilitate practical application they offer a sample deep learning system with complete codes examples to illustrate code concepts.
