CI/CD Pipeline Configuration for Machine Learning Engineers: GitHub Actions, Jenkins, and GitLab CI from Scratch

Master the essentials of CI/CD for MLOps, configuring robust pipelines with GitHub Actions, Jenkins, and GitLab CI to automate, test, and deploy machine learning models efficiently and securely.

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Foundational CI/CD for MLOps with GitHub Actions and Jenkins

Unit 1: CI/CD and MLOps Fundamentals

Unit 2: GitHub Actions for ML Pipelines

Unit 3: Jenkins for ML Pipelines

Advanced CI/CD Strategies for ML with GitLab CI and Security Best Practices

Unit 1: Mastering GitLab CI for ML Workflows

Unit 2: Comparing CI/CD Tools for MLOps

Unit 3: Securing Your MLOps Pipelines