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Anglický jazyk
Recommending Data Preprocessing Pipelines for Machine Learning Applications in Production
Autor: Maik Frye
High data quality is the key for performant machine learning (ML) models in production. 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 challenge. To... Viac o knihe
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45.36 €
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O knihe
High data quality is the key for performant machine learning (ML) models in production. 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 challenge. 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.
- Vydavateľstvo: Apprimus Verlag
- Rok vydania: 2023
- Formát: Paperback
- Rozmer: 210 x 148 mm
- Jazyk: Anglický jazyk
- ISBN: 9783985551477
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