MLOps Tutorial - Automating CI/CD Workflow for Dockerized Flask App Using GitHub Actions
Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only! Grab it Learn how to automate the CI/CD workflow for a Dockerized Flask application using GitHub Actions in this comprehensive MLOps tutorial. Discover the process of building a Docker image for a Python application and automatically pushing it to Docker Hub when changes are made to the main branch. Follow along as the instructor guides you through setting up the project structure, creating a GitHub repository, implementing a Flask project with Docker, and building the GitHub Action YAML file. Gain hands-on experience in testing the Docker image and understand the key components of the workflow, including triggering events, code checkout, Docker Buildx setup, and Docker Hub authentication. By the end of this tutorial, you'll have the skills to streamline your development process and improve your MLOps practices.