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Deploy Machine Learning Models to Production

With Flask, Streamlit, Docker, and Kubernetes on Google Cloud Platform

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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3 Hodnocení

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Titul
Deploy Machine Learning Models to Production
Podtitul
With Flask, Streamlit, Docker, and Kubernetes on Google Cloud Platform
Jazyk
anglicky
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.