Masterclass Certificate in Cloud-Based Machine Learning Operations
-- ViewingNowThe Masterclass Certificate in Cloud-Based Machine Learning Operations course is a comprehensive program designed to equip learners with essential skills for managing machine learning models in a cloud-based environment. This course is vital for professionals seeking to advance their careers in data science, machine learning engineering, and artificial intelligence.
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โข Unit 1: Introduction to Cloud-Based Machine Learning Operations
โข Unit 2: Cloud Platforms for Machine Learning Operations (MLOps)
โข Unit 3: Machine Learning Pipeline Management in the Cloud
โข Unit 4: Cloud Storage and Data Management for Machine Learning
โข Unit 5: Containerization and Orchestration in Cloud-Based MLOps
โข Unit 6: Version Control and Collaboration Tools for Machine Learning Projects
โข Unit 7: Security and Compliance in Cloud-Based Machine Learning Operations
โข Unit 8: Automated Machine Learning (AutoML) and Cloud Services
โข Unit 9: Continuous Integration and Continuous Deployment (CI/CD) in Cloud MLOps
โข Unit 10: Monitoring, Testing, and Optimization of Cloud-Based Machine Learning Models
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