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Könyv Machine Learning Engineering in Action Ben Wilson

Machine Learning Engineering in Action

Szerző: Ben Wilson
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: Manning Publications
Elérhetőség: 50 % esély
Keressük az egész világon
24 913 Ft
Field-tested tips, tricks, and design patterns for building MachineLearning projects that are deploy...

Információk a könyvről

Szerző
Ben Wilson
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2022
oldal
300
EAN
9781617298714
ISBN
1617298719
Enbook ID
36975700
Kiadó
Manning Publications
Súly
1026
Méretek
235 x 187 x 39

Teljes leírás

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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