Name: Unlimited
Brand: Storytel
SKU: 7777
Price: 199 THB
Availability: InStock

Miroslaw Staron

Although creating a machine learning pipeline or developing a working prototype of a software system from that pipeline is easy and straightforward nowadays, the journey toward a professional software system is still extensive. This book will help you get to grips with various best practices and recipes that will help software engineers transform prototype pipelines into complete software products.
The book begins by introducing the main concepts of professional software systems that leverage machine learning at their core. As you progress, you’ll explore the differences between traditional, non-ML software, and machine learning software. The initial best practices will guide you in determining the type of software you need for your product. Subsequently, you will delve into algorithms, covering their selection, development, and testing before exploring the intricacies of the infrastructure for machine learning systems by defining best practices for identifying the right data source and ensuring its quality.
Towards the end, you’ll address the most challenging aspect of large-scale machine learning systems – ethics. By exploring and defining best practices for assessing ethical risks and strategies for mitigation, you will conclude the book where it all began – large-scale machine learning software.

Packt Publishing

Machine Learning Infrastructure and Best Practices for Software Engineers: Take your machine learning software from a prototype to a fully fledged software system

ยังใหม่กับ Storytel ใช่ไหม?

เข้าสู่ระบบด้วย...

เข้าสู่ระบบ

มีบัญชีผู้ใช้อยู่แล้วใช่หรือไม่

สร้างบัญชีกับ...

สร้างบัญชี

Enter a Code

Storytel

ด้วย Storytel Unlimited คุณจะได้รับการฟังและการอ่านแบบไม่จำกัดทุกเดือน พร้อมเข้าถึงคลังหนังสือเสียงและอีบุ๊กที่มีมากมาย