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...
| Otros Autores: | , |
|---|---|
| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
Birmingham, England :
Packt Publishing
[2021]
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| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009645675706719 |
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.
