11: Machine Learning System Design

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Machine learning systems design
Prioritizing what to work on - spam classification exampleOne approach - choosing your own featuresWhat's the best use of your time to improve system accuracy?
Error analysis

Error metrics for skewed analysis
Precision and recall
Trading off precision and recall
Data for machine learning
Designing a high accuracy learning system