Statistics Basics Data Science & Python
Prompts
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Which Statistical Test Should I Use
Pick a test from the data and question.
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Confidence Intervals Explained With My Numbers
Understand what an interval does and does not say.
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A/B Test Plan and Sample Size
Plan a test before collecting data.
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Interpret My Regression Output
Read coefficients, intervals, and diagnostics.
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Probability Puzzles Tutor
Learn probability through questions, not lectures.
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Sampling and Bias Review
Check whether a sample can answer the question.
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Correlation versus Causation Checklist
Test a causal claim before believing it.
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Outlier Handling Decision Guide
Decide to keep, fix, or remove extreme values.
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Bootstrap and Simulation Walkthrough
Estimate uncertainty with resampling.
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Statistical Claims in the News: Fact Check
Evaluate a headline that cites a study.
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Descriptive Statistics Summary for Non-Technical Readers
Turn a table of numbers into plain findings.
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Survey Data Analysis Plan
Plan the analysis before looking at results.
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Bayesian Thinking for Everyday Decisions
Update beliefs with evidence step by step.
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Statistics Report Review Rubric
Check an analysis write-up for errors and overreach.
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