ENGLISH

Machine Learning Infrastructure and Best Practices for Software Engineers

By Miroslaw Staron

Book information

Publisher
Packt Publishing
Year
2024
ISBN
9781837634064
Language
english
Format
EPUB
Filesize
9 MB (9948810 bytes)
Edition
1
Pages
346\0
Orientation
landscape
Paginated
yes
Scanned
no
Time added
2024-05-04 09:39:47

Description

Efficiently transform your initial designs into big systems by learning the foundations of infrastructure, algorithms, and ethical considerations for modern software products Key FeaturesLearn how to scale-up your machine learning software to a professional levelSecure the quality of your machine learning pipeline at runtimeApply your knowledge to natural languages, programming languages, and imagesBook DescriptionAlthough 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...

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