Code: 36975700

Machine Learning Engineering in Action

Name: Machine Learning Engineering in Action
Brand: Manning Publications
SKU: 36975700
Price: 66.56 EUR
Availability: BackOrder
Author: Ben Wilson
ISBN: 9781617298714

by Ben Wilson

Field-tested tips, tricks, and design patterns for building MachineLearning projects that are deployable, maintainable, and secure from concept toproduction.In Machine Learning Engineering inAction, you will learn: ... more

Language: English
Binding: Paperback
Number of pages: 300
Publisher: Manning Publications, 2022
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Book synopsis

Field-tested tips, tricks, and design patterns for building MachineLearning projects that are deployable, maintainable, and secure from concept toproduction.
In Machine Learning Engineering inAction, you will learn:

Evaluatingdata science problems to find the most effective solution
Scopinga machine learning project for usage expectations and budget
Processtechniques that minimize wasted effort and speed up production
Assessinga project using standardized prototyping work and statistical validation
Choosingthe right technologies and tools for your project
Makingyour codebase more understandable, maintainable, and testable
Automatingyour troubleshooting and logging practices

Databricks solutions architect BenWilson lays out an approach to building deployable, maintainable productionmachine learning systems. You''ll adopt software development standards thatdeliver better code management, and make it easier to test, scale, and evenreuse your machine learning code!