Global Certificate in ML Driven by Continuous Integration
-- ViewingNowThe Global Certificate in Machine Learning (ML) Driven by Continuous Integration 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 in ML, a critical aspect of modern data science workflows.
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โข Unit 1: Introduction to Machine Learning (ML) and Continuous Integration (CI)
โข Unit 2: Data Preparation for ML Models
โข Unit 3: ML Algorithms and Model Training
โข Unit 4: Model Evaluation and Selection
โข Unit 5: Continuous Integration Fundamentals
โข Unit 6: CI Tools and Infrastructure for ML
โข Unit 7: Automated ML Pipelines with CI
โข Unit 8: Version Control for ML Models
โข Unit 9: Monitoring and Optimizing ML Models
โข Unit 10: Best Practices for ML-Driven Continuous Integration
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