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Deploy Machine Learning Models to Production
With Flask, Streamlit, Docker, and Kubernetes on Google Cloud Platform
Autor*innen
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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.
Buchkauf
Deploy Machine Learning Models to Production, Pramod Singh
- Sprache
- Erscheinungsdatum
- 2020
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- (Paperback)
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- Titel
- Deploy Machine Learning Models to Production
- Untertitel
- With Flask, Streamlit, Docker, and Kubernetes on Google Cloud Platform
- Sprache
- Englisch
- Autor*innen
- Pramod Singh
- Verlag
- Apress
- Erscheinungsdatum
- 2020
- Einband
- Paperback
- Seitenzahl
- 164
- ISBN13
- 9781484265451
- Reihe
- Schlagwörter
- Sachbücher, Technologie & Industrie, Computer & Internet
- Bewertung
- 2,35 von 5 Sternen
- Beschreibung
- 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.