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How to Deploy an ML App on Azure App Service

Data Science Dojo via YouTube

Overview

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This course teaches learners how to develop and deploy a machine learning application on Azure App Service. By the end of the session, participants will be able to develop an interactive machine learning application, deploy it on Azure, and configure CI/CD. The course covers Python packages such as Streamlit, Numpy, Pandas, and sci-kit-learn. The intended audience includes individuals interested in showcasing their machine learning work and those looking to learn about deploying ML apps in production environments. The teaching method involves step-by-step guidance and practical demonstrations.

Syllabus

Intro
Interactive UI
Model Development
Deployment
QnA

Taught by

Data Science Dojo

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