MLOps GitHub Actions with CI/CD Pipeline Tutorial
Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only! Grab it Learn to implement MLOps using GitHub Actions and CI/CD pipelines in this comprehensive tutorial. Explore the fundamentals of GitHub Actions, understand its role in automating build, test, and deployment processes, and discover how it extends beyond DevOps. Dive into practical examples of developer workflows and implement unit testing within your pipeline. Gain hands-on experience with Linux, Windows, and macOS virtual machines for running workflows, and learn about self-hosted runner options. Follow along with a step-by-step guide, complete with timestamps for easy navigation, to master the integration of machine learning operations into your development lifecycle.