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Machine Learning Engineering in Action
Language
English
English
Book
Paperback
Field-tested tips, tricks, and design patterns for building MachineLearning projects that are deploy...
Full description
Libristo code: 36975700
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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!
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About the book
Full name
Machine Learning Engineering in Action
Author
Ben Wilson
Language
English
English
Binding
Book - Paperback
Date of issue
2022
Number of pages
300
EAN
9781617298714
ISBN
1617298719
Libristo code
36975700
Publishers
Manning Publications
Weight
1026
Dimensions
235 x 187 x 39
Categories
Computing & Information Technology
>
Computer programming / software engineering
>
Software Engineering
>
Object oriented software engineering
Computing & Information Technology
>
Computer science
>
Artificial intelligence
>
Neural networks & fuzzy systems
