Teaching the whole game
Starting with the big picture.
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Adversarial Validation
A technique for measuring how different your test set is from your training set.
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Promotion vs Calibration
Promotion means proving you can already do the next job.
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Confirmation Bias
The tendency to seek out information that confirms what we already believe.
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Breaks Are Essential For Learning
Your brain consolidates information into long-term memory while it's on break.
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Growth Mindset
The belief that any skill can be mastered through effort, rather than being fixed at birth.
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Encapsulation
Protecting code against invariant violations by making the wrong thing impossible.
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Well-Designed API
Make the wrong thing impossible.
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Black-box Tests
Tests written without knowledge of the software's internal structure
