Certificate in Core Concepts of ML Project Management
-- ViewingNowThe Certificate in Core Concepts of ML Project Management is a valuable course designed to equip learners with essential skills for managing machine learning projects. This program emphasizes the importance of a structured approach to ML project management, bridging the gap between data science and project management methodologies.
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⢠Project Initiation in Machine Learning: Defining Project Scope and Goals
⢠Understanding Data and its Role in Machine Learning Projects
⢠Machine Learning Algorithms and their Selection Criteria
⢠Data Preprocessing and Feature Engineering for ML Projects
⢠Model Training, Evaluation, and Validation Techniques
⢠Implementing Machine Learning Models in Real-World Scenarios
⢠Collaboration and Communication in ML Project Management
⢠Ethical Considerations and Bias Mitigation in Machine Learning
⢠Monitoring and Maintenance of Deployed Machine Learning Models
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