MLOps - End to End automated CI/CD pipeline for Continuous Deployment

Опубликовано: 10 Октябрь 2024
на канале: AIEngineering
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#datascience #machinelearning #mlops

In this webinar I will be demonstrating end to end processes from model development and model deployment. CI/CD aspect will focus on continuous model deployment. Topic Agenda includes

Building an Image Classifier

Creating a Streamlit web application

Deploying the web application in K8s

Continuous Integration pipeline (GitHub)

Continuous Deployment pipeline