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Managing Machine Learning Projects Wk 5 - Model Lifecycle Management
ML and AI products aren't done when they're launched - model lifecycle management is critical to maintain ML systems in production....
Jun 25, 202411 min read
Managing Machine Learning Projects Wk 4 - ML System Design & Technology Selection
Understanding machine learning system design considerations, technology selection criteria, and common tools used in the field. What's...
Jun 20, 20249 min read
Managing Machine Learning Projects Wk 3 - Data Considerations
Getting enough relevant, cleaned data is crucial for ML models to work (although I've heard running more cycles of training and using...
Jun 19, 202410 min read
Managing Machine Learning Projects Wk 2 - Organizing ML Projects
We revisit the CRISP-DM process in more detail, with a deeper understanding of the roles and Agile processes that drive projects forward....
Jun 18, 202413 min read
Managing Machine Learning Projects Wk 1 - Identifying Opportunities for Machine Learning
Welcome to Managing Machine Learning Projects! This begins the 2nd out of 3 courses in the AI Product Management Specialization series....
Jun 17, 20246 min read
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