Feature engineering made easy : identify unique features from your dataset in order to build powerful machine learning systems /

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Détails bibliographiques
Cote:Libro Electrónico
Auteurs principaux: Ozdemir, Sinan (Auteur), Susarla, Divya (Auteur)
Format: Électronique eBook
Langue:Inglés
Publié: Birmingham, UK : Packt Publishing, 2018.
Sujets:
Machine learning.
Big data.
Electronic data processing.
Apprentissage automatique.
Données volumineuses.
Database design & theory.
Artificial intelligence.
Information architecture.
Data capture & analysis.
Computers > Intelligence (AI) & Semantics.
Computers > Data Modeling & Design.
Computers > Data Processing.
Big data
Electronic data processing
Machine learning
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Texto completo
Table des matières:
  • Table of Contents Introduction to Feature Engineering Feature Understanding
  • What's in My Data? Feature Improvement
  • Cleaning Datasets Feature Construction Feature Selection Feature Transformation
  • How to Change Your Perspective Feature Learning
  • Automatic Construction of Features Putting it All Together.

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