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Mastering Azure machine learning : execute large-scale end-to-end machine learning with Azure /
Supercharge and automate your deployments to Azure Machine Learning clusters and Azure Kubernetes Service using Azure Machine Learning services. Azure Machine Learning is a cloud service for accelerating and managing the machine learning (ML) project life cycle that ML professionals, data scientists...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Birmingham, UK :
Packt Publishing Ltd.,
2022.
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| Edición: | Second edition. |
| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
Tabla de Contenidos:
- Table of Contents Understanding the End-to-End Machine Learning Process Choosing the Right Machine Learning Service in Azure Preparing the Azure Machine Learning Workspace Ingesting Data and Managing Datasets Performing Data Analysis and Visualization Feature Engineering and Labeling Advanced Feature Extraction with NLP Azure Machine Learning Pipelines Building ML Models Using Azure Machine Learning Training Deep Neural Networks on Azure Hyperparameter Tuning and Automated Machine Learning Distributed Machine Learning on Azure Building a Recommendation Engine in Azure Model Deployment, Endpoints, and Operations Model Interoperability, Hardware Optimization, and Integrations Bringing Models into Production with MLOps Preparing for a Successful ML Journey.