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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โข Project Initiation in Machine Learning: Defining Project Scope and Goals
โข Understanding Data and its Role in Machine Learning Projects
โข Machine Learning Algorithms and their Selection Criteria
โข Data Preprocessing and Feature Engineering for ML Projects
โข Model Training, Evaluation, and Validation Techniques
โข Implementing Machine Learning Models in Real-World Scenarios
โข Collaboration and Communication in ML Project Management
โข Ethical Considerations and Bias Mitigation in Machine Learning
โข Monitoring and Maintenance of Deployed Machine Learning Models
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- BasicUnderstandingSubject
- ProficiencyEnglish
- ComputerInternetAccess
- BasicComputerSkills
- DedicationCompleteCourse
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- ThreeFourHoursPerWeek
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- TwoThreeHoursPerWeek
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