36 lines
1.1 KiB
YAML
36 lines
1.1 KiB
YAML
concepts:
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- id: descriptive-statistics
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title: Descriptive Statistics
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description: Descriptive Statistics introduces measures of center and spread.
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prerequisites: []
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mastery_signals:
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- Explain mean, median, and variance.
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mastery_profile: {}
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- id: probability-basics
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title: Probability Basics
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description: Probability Basics introduces events, likelihood, and Bayes-style reasoning.
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prerequisites:
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- descriptive-statistics
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mastery_signals:
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- Explain conditional probability.
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mastery_profile: {}
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- id: prior-and-posterior
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title: Prior and Posterior
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description: A Prior expresses assumptions before evidence. Posterior reasoning
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updates belief after evidence.
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prerequisites:
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- probability-basics
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mastery_signals:
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- Explain a prior distribution.
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- Explain how evidence changes belief.
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mastery_profile: {}
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- id: capstone-mini-project
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title: Capstone Mini Project
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description: This project asks learners to critique assumptions and produce a small
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capstone artifact.
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prerequisites:
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- prior-and-posterior
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mastery_signals:
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- Write a short project report comparing priors and posteriors.
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mastery_profile: {}
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