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Recommending Data Preprocessing Pipelines for Machine Learning Applications in Production

Name: Recommending Data Preprocessing Pipelines for Machine Learning Applications in Production
Brand: Apprimus Verlag
SKU: 42933314
Price: 41.16 EUR
Availability: InStock
Author: Maik Frye
ISBN: 9783985551477

DE

Maik Frye

Jezik

Angleščina

Knjiga Mehka

Koda Libristo: 42933314

Založba Apprimus Verlag, februar 2023

High data quality is the key for performant machine learning (ML) models in produc-tion. In practice... Celoten opis

Koda Libristo: 42933314

100 b

41.16 €

Na zalogi pri dobavitelju Odposlali bomo v 8-11 dneh

Do 30 dni za vračilo

High data quality is the key for performant machine learning (ML) models in produc-tion. In practice, data quality is preprocessed using several DPP methods that are configured into DPP pipelines. The choice of the DPP pipelines poses a major chal-lenge. To guide data scientists, a meta learning-based decision support system (DSS) have been developed, called Meta-DPP, which assists in the selection of suitable DPP pipelines but do not cover production-specific requirements.