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Deploy Machine Learning Models to Production
With Flask, Streamlit, Docker, and Kubernetes on Google Cloud Platform
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Hodnocení knihy
Více o knize
Focusing on practical applications, this book guides readers through the process of building and deploying machine learning and deep learning models in real-world scenarios. It offers comprehensive end-to-end examples that illustrate key concepts, making it accessible for practitioners looking to implement these technologies effectively in production environments. The content emphasizes hands-on learning, ensuring readers gain the skills needed to navigate the complexities of machine learning workflows.
Nákup knihy
Deploy Machine Learning Models to Production, Pramod Singh
- Jazyk
- Rok vydání
- 2020
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- Titul
- Deploy Machine Learning Models to Production
- Podtitul
- With Flask, Streamlit, Docker, and Kubernetes on Google Cloud Platform
- Jazyk
- anglicky
- Autoři
- Pramod Singh
- Vydavatel
- Apress
- Rok vydání
- 2020
- Vazba
- měkká
- Počet stran
- 164
- ISBN13
- 9781484265451
- Série
- Hodnocení
- 2,35 z 5
- Anotace
- Focusing on practical applications, this book guides readers through the process of building and deploying machine learning and deep learning models in real-world scenarios. It offers comprehensive end-to-end examples that illustrate key concepts, making it accessible for practitioners looking to implement these technologies effectively in production environments. The content emphasizes hands-on learning, ensuring readers gain the skills needed to navigate the complexities of machine learning workflows.