Practical automated machine learning on Azure using Azure machine learning to quickly build AI solutions
Develop smart applications without spending days and weeks building machine-learning models. With this practical book, you’ll learn how to apply Automated Machine Learning, a process that uses machine learning to help people build machine learning models. Deepak Mukunthu, Parashar Shah, and Wee Hyon...
| Other Authors: | , , |
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| Format: | eBook |
| Language: | Inglés |
| Published: |
Beijing :
O'Reilly
[2019]
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| Edition: | First edition |
| Subjects: | |
| See on Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009630771506719 |
Table of Contents:
- Part 1. Automated machine learning. Machine learning : overview and best practices
- How automated machine learning works
- Part 2. Automated ML on Azure. Getting started with Microsoft Azure machine learning and automated ML
- Feature engineering and automated machine learning
- Deploying automated machine learning models
- Classification and regression
- Part 3. How enterprises are using automated machine learning. Model interpretability and transparency with automated ML
- Automated ML for developers
- Automated ML for everyone.
