Global Certificate in ML: Continuous Integration Fundamentals
-- ViewingNowThe Global Certificate in Machine Learning: Continuous Integration Fundamentals is a comprehensive course designed to equip learners with essential skills for career advancement in the ML industry. This course emphasizes the importance of continuous integration (CI) in the ML lifecycle, enabling learners to create and maintain robust, reliable, and scalable ML systems.
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⢠Version Control Systems
⢠Introduction to Continuous Integration
⢠Setting up a CI/CD Pipeline
⢠Automated Testing in CI/CD
⢠Containerization and CI/CD
⢠Continuous Integration Tools (e.g. Jenkins, Travis CI, CircleCI)
⢠ML Model Deployment in CI/CD
⢠Monitoring and Logging in CI/CD
⢠Best Practices for ML Continuous Integration
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