How to Deploy an ML App on Azure App Service

Offered By: Data Science Dojo via YouTube

Course Description

Overview

Learn how to deploy a machine learning application on Azure App Service in this 44-minute webinar. Develop an interactive ML app using Python packages like Streamlit, Numpy, Pandas, and sci-kit-learn. Follow step-by-step instructions to create the application, deploy it on Azure, and configure CI/CD. Gain hands-on experience in web app development and machine learning deployment, suitable for beginners and experienced developers alike. Explore topics including interactive UI creation, model development, and the deployment process. Participate in a Q&A session to address any questions about ML app deployment on Azure.

Syllabus

Intro
Interactive UI
Model Development
Deployment
QnA

Taught by

Data Science Dojo

Related Courses

Getting Started with Azure App Service: Web Apps
Microsoft via edX Microsoft Azure App Service
Microsoft via edX Deploy and Service Mobile Apps Using Azure App Service
Microsoft via edX Microsoft Azure Developer: Create Azure App Service Web Apps
Pluralsight Developing with .NET on Microsoft Azure - Getting Started
Pluralsight