Certificate in ML Process Mapping: A Practical Guide
-- ViewingNowThe Certificate in ML Process Mapping is a practical guide course that focuses on the vital role of process mapping in machine learning projects. This certification course emphasizes the importance of understanding and optimizing the end-to-end process of machine learning model development, deployment, and maintenance.
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โข Unit 1: Introduction to Machine Learning Process Mapping
โข Unit 2: Understanding Machine Learning Concepts
โข Unit 3: Data Preparation and Preprocessing
โข Unit 4: Feature Engineering and Selection
โข Unit 5: Model Selection and Evaluation
โข Unit 6: Model Training and Tuning
โข Unit 7: Model Deployment and Monitoring
โข Unit 8: Best Practices in Machine Learning Process Mapping
โข Unit 9: Tools and Technologies for Process Mapping
โข Unit 10: Real-world Case Studies and Applications
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