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.
Overview
Syllabus
Introduction
What is github action and ci cd pipeline
What is Developer Workflow With Examples
Unit Testing Workflow Implementation
Taught by
Krish Naik
