Machine learning for Oracle database professionals : deploying model-driven applications and automation pipelines /

Database developers and administrators will use this book to learn how to deploy machine learning models in Oracle Database and in Oracles Autonomous Database cloud offering. The book covers the technologies that make up the Oracle Machine Learning (OML) platform, including OML4SQL, OML Notebooks, O...

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Bibliographic Details
Call Number:Libro Electrónico
Main Authors: Helshyaho, Heli (Author), Yu, Jean (Author), Yu, Kai (Author)
Format: Electronic eBook
Language:Inglés
Published: [Berkeley] : Apress, [2021]
Subjects:
Oracle (Computer file)
Machine learning.
Database management.
Apprentissage automatique.
Bases de données > Gestion.
Database management
Machine learning
Online Access:Texto completo (Requiere registro previo con correo institucional)
Table of Contents:
  • 1. Introduction to Machine Learning
  • 2. Oracle and Machine Learning
  • 3: Oracle Machine Learning for SQL
  • 4. Oracle Autonomous Database for Machine Learning
  • 5. Running Oracle Machine Learning with Autonomous Database
  • 6. Building Machine Learning Models with OML Notebooks
  • 7. Oracle Analytics Cloud
  • 8. Delivery and Automation Pipeline in Machine Learning
  • 9. ML Deployment Pipeline Using Oracle Machine Learning
  • 10. Building Reproducible ML Pipelines Using Oracle Machine Learning.

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