Honest Write-Up: The Law of Large Numbers Doesn’t Always Save You
A real Cauchy-distribution experiment shows the Law of Large Numbers and Central Limit Theorem can both fail — the sample mean never converges, no matter how much data you add.
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Getting Started with Statistics for Machine Learning: What You Actually Need to Know
The statistical concepts that actually matter for machine learning, without the full semester of theory.
