How to Build and Deploy a Machine Learning model using Docker

• docker

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  Docker - the open-source application container engine (by microsoft)

  

Docker Documentation

• streamlit

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  Streamlit — A faster way to build and share data apps.

  

Streamlit Documentation

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  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• scikit-learn

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  scikit-learn: machine learning in Python

  

Scikit-learn Documentation

• Pandas

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  Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

  

Pandas

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  The fundamental package for scientific computing with Python.

  

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