Agile machine learning with Datarobot : automate each step of the machine learning life cycle, from preparing data to delivering value /

Leverage DataRobot's enterprise AI platform and automated decision intelligence to extract business value from data Key Features Get well-versed with DataRobot features using real-world examples Use this all-in-one platform to build, monitor, and deploy ML models for handling the entire product...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Chadha, Bipin (Autor), Juwe, Sylvester (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Birmingham : Packt Publishing, 2021.
Temas:
Machine learning > Industrial applications.
Artificial intelligence > Industrial applications.
Data mining > Industrial applications.
Apprentissage automatique > Applications industrielles.
Intelligence artificielle > Applications industrielles.
Exploration de données (Informatique) > Applications industrielles.
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • Table of Contents What Is DataRobot and Why You Need It Machine Learning Basics Understanding and Defining Business Problems Preparing Data for DataRobot Exploratory Data Analysis with DataRobot Model Building with DataRobot Model Understanding and Explainability Model Scoring and Deployment Forecasting and Time Series Modeling Recommender Systems Working with Geospatial Data, NLP, and Image Processing DataRobot Python API Model Governance and MLOps Conclusion.

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