Professional Certificate in ML Project Quality Assurance
-- ViewingNowThe Professional Certificate in ML Project Quality Assurance is a crucial course designed to meet the growing industry demand for experts who can ensure high-quality machine learning (ML) projects. This program equips learners with essential skills in planning, implementing, and monitoring ML projects, thereby reducing risks and optimizing resources.
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โข Unit 1: Introduction to Machine Learning Projects Quality Assurance
โข Unit 2: Quality Management Principles in Machine Learning
โข Unit 3: Setting up a Quality Assurance Framework for ML Projects
โข Unit 4: Data Preparation and Preprocessing for Quality ML
โข Unit 5: Model Selection, Evaluation, and Validation Techniques
โข Unit 6: Continuous Integration and Deployment in ML Projects
โข Unit 7: Monitoring and Troubleshooting ML Models in Production
โข Unit 8: Best Practices for Documentation and Reporting
โข Unit 9: Ethical Considerations in ML Project Quality Assurance
โข Unit 10: Emerging Trends and Future Directions in ML QA
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